Initial Data Loading and Preprocessing¶

This code loads a 10-second ECG segment from record '100' in ADC units, extracts R-peak annotations, and removes DC offset. The processed signal is then visualized alongside the raw signal to demonstrate the preprocessing effect.

In [1]:
import numpy as np
import matplotlib.pyplot as plt
import wfdb
import os

from src.preprocessing.signal_loading import load_ecg_adc, remove_dc_offset
from src.visualization.plotting import plot_ecg_comparison

record_name = '100'
data_path='../data/'
adc_raw, fs, adc_gain, baseline, start_sample, end_sample = load_ecg_adc(record_name, data_path=data_path, duration=10)

if adc_raw is not None:
    ann = wfdb.rdann(os.path.join(data_path, record_name), 'atr')
    r_peaks = np.array(ann.sample)
    print(f"Annotation symbols in loaded segment: {np.unique(np.array(ann.symbol)[(r_peaks>=start_sample) & (r_peaks<end_sample)])}")
    adc_processed, dc_value = remove_dc_offset(adc_raw, baseline)
    plot_ecg_comparison(adc_raw, adc_processed, fs, title=f"Record {record_name} ({fs}Hz, ADC)")

Loading 10-second segment from record 100 (ADC units)...

        ADC Resolution: 11 bits
        Gain: 200.0 ADU/mV
        Baseline: 1024 ADU
        
Loaded 3600 ADC samples at 360 Hz
Annotation symbols in loaded segment: ['+' 'A' 'N']

QRS Detection and Beat Segmentation¶

This code demonstrates three different QRS detection methods: fixed-size block segmentation (512 samples), Elgendi algorithm, and Hamilton method from biosppy. Each method is visualized to compare their performance against the ground truth annotations from the MIT-BIH database.

In [2]:
from biosppy.signals import ecg
from src.preprocessing.signal_processing import elgendi_qrs_detection
from src.visualization.plotting import plot_ecg_with_blocks, plot_ecg_with_beats

if adc_processed is not None:
    plot_ecg_with_blocks(adc_processed, block_size=512, fs=fs)
    beats, r_peaks_Elgendi = elgendi_qrs_detection(adc_processed, fs=fs)
    plot_ecg_with_beats(adc_processed, r_peaks_Elgendi, fs=fs, title="Elgendi Method")
    r_peaks_Hamilton = ecg.ecg(signal=adc_processed, sampling_rate=fs, show=False)['rpeaks']
    plot_ecg_with_beats(adc_processed, r_peaks_Hamilton, fs=fs, title="Hamilton (biosppy)")
    
    beat_symbols = ['N', 'L', 'R', 'A', 'V', 'e', 'j', 'E', 'a', 'S', 'F', 'Q', 'f']
    ann_indices = [i for i, s in enumerate(ann.symbol) if s in beat_symbols]
    r_peaks_ann = np.array(ann.sample)[ann_indices]

    mask = (r_peaks_ann >= start_sample) & (r_peaks_ann < start_sample + len(adc_processed))
    r_peaks_ann_segment = r_peaks_ann[mask] - start_sample

    if len(r_peaks_ann_segment) > 0:
        plot_ecg_with_beats(adc_processed, r_peaks_ann_segment, fs=fs, title="Annotation (Ground Truth)")
    else:
        print("No annotation R-peaks found in this segment.")

LPC Analysis and Order Optimization¶

This code performs Linear Predictive Coding (LPC) analysis using both L2 and L1 norms across different segmentation methods: fixed-size blocks (512, 1024, 2048 samples), Elgendi beats, Hamilton beats, and annotation-based beats. For each method, we tune the optimal LPC order and analyze the segments to evaluate prediction performance.

In [3]:
from src.preprocessing.signal_loading import load_full_ecg_adc, remove_dc_offset
from src.preprocessing.signal_processing import divide_into_blocks, elgendi_qrs_detection, extract_beats_from_rpeaks
from src.analysis.lpc_analysis import tune_order, l2_lpc_predict, l1_lpc_predict, analyze_lpc_for_segments

import numpy as np
import warnings
import cvxpy as cp

warnings.filterwarnings("ignore", category=UserWarning, module="cvxpy")

orders = [4, 6, 8, 10, 12]

real_length = len(adc_processed)
blocks_512 = divide_into_blocks(adc_processed, block_size=512)
blocks_1024 = divide_into_blocks(adc_processed, block_size=1024)
blocks_2048 = divide_into_blocks(adc_processed, block_size=2048)
beats_Elgendi, _ = elgendi_qrs_detection(adc_processed, fs=fs)
rpeaks_Hamilton = ecg.ecg(signal=adc_processed, sampling_rate=fs, show=False)['rpeaks']
beats_Hamilton = extract_beats_from_rpeaks(adc_processed, rpeaks_Hamilton)
beats_Annotations = []
if len(r_peaks_ann_segment) > 0:
    beats_Annotations = extract_beats_from_rpeaks(adc_processed, r_peaks_ann_segment)

best_order_l2_512, _ = tune_order(blocks_512, orders, l2_lpc_predict, norm='l2')
best_order_l1_512, _ = tune_order(blocks_512, orders, l1_lpc_predict, norm='l1')
l2_512, l1_512, metrics_512 = analyze_lpc_for_segments(blocks_512, best_order_l2_512, best_order_l1_512, label="Block 512")

best_order_l2_1024, _ = tune_order(blocks_1024, orders, l2_lpc_predict, norm='l2')
best_order_l1_1024, _ = tune_order(blocks_1024, orders, l1_lpc_predict, norm='l1')
l2_1024, l1_1024, metrics_1024 = analyze_lpc_for_segments(blocks_1024, best_order_l2_1024, best_order_l1_1024, label="Block 1024")

best_order_l2_2048, _ = tune_order(blocks_2048, orders, l2_lpc_predict, norm='l2')
best_order_l1_2048, _ = tune_order(blocks_2048, orders, l1_lpc_predict, norm='l1')
l2_2048, l1_2048, metrics_2048 = analyze_lpc_for_segments(blocks_2048, best_order_l2_2048, best_order_l1_2048, label="Block 2048")

best_order_l2_elgendi, _ = tune_order(beats_Elgendi, orders, l2_lpc_predict, norm='l2')
best_order_l1_elgendi, _ = tune_order(beats_Elgendi, orders, l1_lpc_predict, norm='l1')
l2_elgendi, l1_elgendi, metrics_elgendi = analyze_lpc_for_segments(beats_Elgendi, best_order_l2_elgendi, best_order_l1_elgendi, label="Elgendi")

best_order_l2_pan, _ = tune_order(beats_Hamilton, orders, l2_lpc_predict, norm='l2')
best_order_l1_pan, _ = tune_order(beats_Hamilton, orders, l1_lpc_predict, norm='l1')
l2_Hamilton, l1_Hamilton, metrics_Hamilton = analyze_lpc_for_segments(beats_Hamilton, best_order_l2_pan, best_order_l1_pan, label="Hamilton")

if len(beats_Annotations) > 0:
    best_order_l2_ann, _ = tune_order(beats_Annotations, orders, l2_lpc_predict, norm='l2')
    best_order_l1_ann, _ = tune_order(beats_Annotations, orders, l1_lpc_predict, norm='l1')
    l2_ann, l1_ann, metrics_ann = analyze_lpc_for_segments(beats_Annotations, best_order_l2_ann, best_order_l1_ann, label="Annotations")

Best order=12 (avg l2-norm=3.9759)
Best order=12 (avg l1-norm=2.3704)
---- Block 512 L2-LPC ----
Mean L2 norm=3.97586, mean L1 norm=2.59987
---- Block 512 L1-LPC ----
Mean L2 norm=4.63448, mean L1 norm=2.37038
------------------------
Best order=12 (avg l2-norm=4.2430)
Best order=12 (avg l1-norm=2.4264)
---- Block 1024 L2-LPC ----
Mean L2 norm=4.24297, mean L1 norm=2.61778
---- Block 1024 L1-LPC ----
Mean L2 norm=4.77916, mean L1 norm=2.42643
------------------------
Best order=12 (avg l2-norm=4.2954)
Best order=12 (avg l1-norm=2.4349)
---- Block 2048 L2-LPC ----
Mean L2 norm=4.29538, mean L1 norm=2.59359
---- Block 2048 L1-LPC ----
Mean L2 norm=4.80969, mean L1 norm=2.43493
------------------------
Best order=12 (avg l2-norm=4.1219)
Best order=12 (avg l1-norm=2.6952)
---- Elgendi L2-LPC ----
Mean L2 norm=4.12188, mean L1 norm=2.96035
---- Elgendi L1-LPC ----
Mean L2 norm=4.82359, mean L1 norm=2.69517
------------------------
Best order=12 (avg l2-norm=4.1126)
Best order=12 (avg l1-norm=2.6841)
---- Hamilton L2-LPC ----
Mean L2 norm=4.11256, mean L1 norm=2.94880
---- Hamilton L1-LPC ----
Mean L2 norm=4.79338, mean L1 norm=2.68413
------------------------
Best order=12 (avg l2-norm=4.1217)
Best order=12 (avg l1-norm=2.6954)
---- Annotations L2-LPC ----
Mean L2 norm=4.12166, mean L1 norm=2.95959
---- Annotations L1-LPC ----
Mean L2 norm=4.82913, mean L1 norm=2.69539
------------------------

LPC Predictor Ranking¶

This code compares L1-LPC and L2-LPC across different segmentations (blocks and beat-based).
It builds a DataFrame of mean residual norms, ranks all methods (lower = better), shows the best overall, best L1, and best L2 performers, and prints a detailed comparison table.
Finally, it compares L1 vs. L2 within each segmentation and reports which method performs better.

In [4]:
import pandas as pd
import numpy as np
from src.analysis.lpc_analysis import extract_mean_norm

lpc_ranking_data = []

lpc_segmentations = [
    ("Block 512", l2_512, l1_512, best_order_l2_512, best_order_l1_512),
    ("Block 1024", l2_1024, l1_1024, best_order_l2_1024, best_order_l1_1024),
    ("Block 2048", l2_2048, l1_2048, best_order_l2_2048, best_order_l1_2048),
    ("Elgendi Beats", l2_elgendi, l1_elgendi, best_order_l2_elgendi, best_order_l1_elgendi),
    ("Hamilton Beats", l2_Hamilton, l1_Hamilton, best_order_l2_pan, best_order_l1_pan),
]

if 'beats_Annotations' in locals() and beats_Annotations:
    lpc_segmentations.append(("Annotation Beats", l2_ann, l1_ann, best_order_l2_ann, best_order_l1_ann))

print("="*80)
print("LPC PREDICTOR ANALYSIS")
print("="*80)

for label, l2_results, l1_results, l2_order, l1_order in lpc_segmentations:
    print(f"\n===== {label} =====")
    l2_mean_norm = extract_mean_norm(l2_results)
    l1_mean_norm = extract_mean_norm(l1_results)

    print(f"L2 LPC: mean_norm={l2_mean_norm:.6f} (order={l2_order})")
    print(f"L1 LPC: mean_norm={l1_mean_norm:.6f} (order={l1_order})")

    lpc_ranking_data.append({
        'Method': 'L2 LPC',
        'Segmentation': label,
        'Mean_Norm': l2_mean_norm,
        'Order': l2_order,
        'Norm_Type': 'L2'
    })
    lpc_ranking_data.append({
        'Method': 'L1 LPC',
        'Segmentation': label,
        'Mean_Norm': l1_mean_norm,
        'Order': l1_order,
        'Norm_Type': 'L1'
    })

df_lpc_ranking = pd.DataFrame(lpc_ranking_data)

print("\n" + "="*80)
print("OVERALL LPC RANKING BY MEAN NORM (Ascending - Better Performance)")
print("="*80)
df_lpc_sorted = df_lpc_ranking.sort_values('Mean_Norm', kind='mergesort').reset_index(drop=True)
for _, row in df_lpc_sorted.iterrows():
    print(f"{row['Method']} {row['Segmentation']}: Mean_Norm={row['Mean_Norm']:.6f} (order={row['Order']})")

print("\n" + "="*80)
print("BEST L2 LPC PERFORMERS")
print("="*80)
df_l2_lpc = (df_lpc_ranking[df_lpc_ranking['Method'] == 'L2 LPC']
             .sort_values('Mean_Norm', kind='mergesort').reset_index(drop=True))
for idx, row in df_l2_lpc.iterrows():
    print(f"{idx+1}. {row['Segmentation']}: Mean_L2_Norm={row['Mean_Norm']:.6f} (order={row['Order']})")

print("\n" + "="*80)
print("BEST L1 LPC PERFORMERS")
print("="*80)
df_l1_lpc = (df_lpc_ranking[df_lpc_ranking['Method'] == 'L1 LPC']
             .sort_values('Mean_Norm', kind='mergesort').reset_index(drop=True))
for idx, row in df_l1_lpc.iterrows():
    print(f"{idx+1}. {row['Segmentation']}: Mean_L1_Norm={row['Mean_Norm']:.6f} (order={row['Order']})")

print("\n" + "="*100)
print("DETAILED LPC COMPARISON TABLE")
print("="*100)
print(f"{'Method':<8} {'Segmentation':<20} {'Mean Norm':<12} {'Order':<6} {'Norm Type':<10}")
print("-" * 100)
for _, row in df_lpc_sorted.iterrows():
    print(f"{row['Method']:<8} {row['Segmentation']:<20} {row['Mean_Norm']:<12.6f} {row['Order']:<6} {row['Norm_Type']:<10}")

best_overall = df_lpc_sorted.iloc[0]
best_l2_lpc = df_l2_lpc.iloc[0]
best_l1_lpc = df_l1_lpc.iloc[0]

print(f"\nBEST OVERALL LPC PERFORMER: {best_overall['Method']} {best_overall['Segmentation']} (Mean_Norm={best_overall['Mean_Norm']:.6f})")
print(f"BEST L2 LPC PERFORMER: {best_l2_lpc['Segmentation']} (Mean_L2_Norm={best_l2_lpc['Mean_Norm']:.6f})")
print(f"BEST L1 LPC PERFORMER: {best_l1_lpc['Segmentation']} (Mean_L1_Norm={best_l1_lpc['Mean_Norm']:.6f})")

lpc_ranking_results = {
    'full_data': df_lpc_ranking,
    'overall_ranking': df_lpc_sorted,
    'l2_ranking': df_l2_lpc,
    'l1_ranking': df_l1_lpc,
    'best_overall': best_overall,
    'best_l2': best_l2_lpc,
    'best_l1': best_l1_lpc
}

print("\n" + "="*80)
print("L2 vs L1 LPC COMPARISON (Same Segmentation)")
print("="*80)
for seg_label in df_lpc_ranking['Segmentation'].unique():
    seg_data = df_lpc_ranking[df_lpc_ranking['Segmentation'] == seg_label]
    if len(seg_data) < 2:
        continue
    l2_row = seg_data[seg_data['Method'] == 'L2 LPC'].iloc[0]
    l1_row = seg_data[seg_data['Method'] == 'L1 LPC'].iloc[0]

    better_method = "L2 LPC" if l2_row['Mean_Norm'] < l1_row['Mean_Norm'] else "L1 LPC"
    improvement = abs(l2_row['Mean_Norm'] - l1_row['Mean_Norm']) / max(l2_row['Mean_Norm'], l1_row['Mean_Norm']) * 100.0

    print(f"{seg_label}: {better_method} wins by {improvement:.2f}% "
          f"(L2: {l2_row['Mean_Norm']:.6f}, L1: {l1_row['Mean_Norm']:.6f})")

================================================================================
LPC PREDICTOR ANALYSIS
================================================================================

===== Block 512 =====
L2 LPC: mean_norm=2.599868 (order=12)
L1 LPC: mean_norm=2.370379 (order=12)

===== Block 1024 =====
L2 LPC: mean_norm=2.617782 (order=12)
L1 LPC: mean_norm=2.426426 (order=12)

===== Block 2048 =====
L2 LPC: mean_norm=2.593593 (order=12)
L1 LPC: mean_norm=2.434934 (order=12)

===== Elgendi Beats =====
L2 LPC: mean_norm=2.960348 (order=12)
L1 LPC: mean_norm=2.695167 (order=12)

===== Hamilton Beats =====
L2 LPC: mean_norm=2.948802 (order=12)
L1 LPC: mean_norm=2.684131 (order=12)

===== Annotation Beats =====
L2 LPC: mean_norm=2.959593 (order=12)
L1 LPC: mean_norm=2.695385 (order=12)

================================================================================
OVERALL LPC RANKING BY MEAN NORM (Ascending - Better Performance)
================================================================================
L1 LPC Block 512: Mean_Norm=2.370379 (order=12)
L1 LPC Block 1024: Mean_Norm=2.426426 (order=12)
L1 LPC Block 2048: Mean_Norm=2.434934 (order=12)
L2 LPC Block 2048: Mean_Norm=2.593593 (order=12)
L2 LPC Block 512: Mean_Norm=2.599868 (order=12)
L2 LPC Block 1024: Mean_Norm=2.617782 (order=12)
L1 LPC Hamilton Beats: Mean_Norm=2.684131 (order=12)
L1 LPC Elgendi Beats: Mean_Norm=2.695167 (order=12)
L1 LPC Annotation Beats: Mean_Norm=2.695385 (order=12)
L2 LPC Hamilton Beats: Mean_Norm=2.948802 (order=12)
L2 LPC Annotation Beats: Mean_Norm=2.959593 (order=12)
L2 LPC Elgendi Beats: Mean_Norm=2.960348 (order=12)

================================================================================
BEST L2 LPC PERFORMERS
================================================================================
1. Block 2048: Mean_L2_Norm=2.593593 (order=12)
2. Block 512: Mean_L2_Norm=2.599868 (order=12)
3. Block 1024: Mean_L2_Norm=2.617782 (order=12)
4. Hamilton Beats: Mean_L2_Norm=2.948802 (order=12)
5. Annotation Beats: Mean_L2_Norm=2.959593 (order=12)
6. Elgendi Beats: Mean_L2_Norm=2.960348 (order=12)

================================================================================
BEST L1 LPC PERFORMERS
================================================================================
1. Block 512: Mean_L1_Norm=2.370379 (order=12)
2. Block 1024: Mean_L1_Norm=2.426426 (order=12)
3. Block 2048: Mean_L1_Norm=2.434934 (order=12)
4. Hamilton Beats: Mean_L1_Norm=2.684131 (order=12)
5. Elgendi Beats: Mean_L1_Norm=2.695167 (order=12)
6. Annotation Beats: Mean_L1_Norm=2.695385 (order=12)

====================================================================================================
DETAILED LPC COMPARISON TABLE
====================================================================================================
Method   Segmentation         Mean Norm    Order  Norm Type 
----------------------------------------------------------------------------------------------------
L1 LPC   Block 512            2.370379     12     L1        
L1 LPC   Block 1024           2.426426     12     L1        
L1 LPC   Block 2048           2.434934     12     L1        
L2 LPC   Block 2048           2.593593     12     L2        
L2 LPC   Block 512            2.599868     12     L2        
L2 LPC   Block 1024           2.617782     12     L2        
L1 LPC   Hamilton Beats       2.684131     12     L1        
L1 LPC   Elgendi Beats        2.695167     12     L1        
L1 LPC   Annotation Beats     2.695385     12     L1        
L2 LPC   Hamilton Beats       2.948802     12     L2        
L2 LPC   Annotation Beats     2.959593     12     L2        
L2 LPC   Elgendi Beats        2.960348     12     L2        

BEST OVERALL LPC PERFORMER: L1 LPC Block 512 (Mean_Norm=2.370379)
BEST L2 LPC PERFORMER: Block 2048 (Mean_L2_Norm=2.593593)
BEST L1 LPC PERFORMER: Block 512 (Mean_L1_Norm=2.370379)

================================================================================
L2 vs L1 LPC COMPARISON (Same Segmentation)
================================================================================
Block 512: L1 LPC wins by 8.83% (L2: 2.599868, L1: 2.370379)
Block 1024: L1 LPC wins by 7.31% (L2: 2.617782, L1: 2.426426)
Block 2048: L1 LPC wins by 6.12% (L2: 2.593593, L1: 2.434934)
Elgendi Beats: L1 LPC wins by 8.96% (L2: 2.960348, L1: 2.695167)
Hamilton Beats: L1 LPC wins by 8.98% (L2: 2.948802, L1: 2.684131)
Annotation Beats: L1 LPC wins by 8.93% (L2: 2.959593, L1: 2.695385)

LPC Prediction Visualization¶

This code visualizes the LPC predictions against the original signal for each segmentation method. We compare L2 and L1 norm predictions for the first segment (index 0) across all methods, showing how different norms and segmentation approaches affect prediction accuracy.

In [5]:
from src.visualization.plotting import plot_predicted_vs_original

idx = 0
# Block 512
plot_predicted_vs_original(
    blocks_512[idx],
    l2_512[idx]['pred'],
    l1_512[idx]['pred'],
    label="Block 512",
    idx=idx,
    best_order_l1=best_order_l1_512,
    best_order_l2=best_order_l2_512
)

# Block 1024
plot_predicted_vs_original(
    blocks_1024[idx],
    l2_1024[idx]['pred'],
    l1_1024[idx]['pred'],
    label="Block 1024",
    idx=idx,
    best_order_l1=best_order_l1_1024,
    best_order_l2=best_order_l2_1024
)

# Block 2048
plot_predicted_vs_original(
    blocks_2048[idx],
    l2_2048[idx]['pred'],
    l1_2048[idx]['pred'],
    label="Block 2048",
    idx=idx,
    best_order_l1=best_order_l1_2048,
    best_order_l2=best_order_l2_2048
)

# Elgendi Beats
plot_predicted_vs_original(
    beats_Elgendi[idx],
    l2_elgendi[idx]['pred'],
    l1_elgendi[idx]['pred'],
    label="Elgendi Beats",
    idx=idx,
    best_order_l1=best_order_l1_elgendi,
    best_order_l2=best_order_l2_elgendi
)

# Hamilton Beats
plot_predicted_vs_original(
    beats_Hamilton[idx],
    l2_Hamilton[idx]['pred'],
    l1_Hamilton[idx]['pred'],
    label="Hamilton Beats",
    idx=idx,
    best_order_l1=best_order_l1_pan,
    best_order_l2=best_order_l2_pan
)

# Annotation Beats
if beats_Annotations:
    plot_predicted_vs_original(
        beats_Annotations[idx],
        l2_ann[idx]['pred'],
        l1_ann[idx]['pred'],
        label="Annotation Beats",
        idx=idx,
        best_order_l1=best_order_l1_ann,
        best_order_l2=best_order_l2_ann
    )

Residual Analysis Visualization¶

This code plots the prediction residuals for each segmentation method, comparing L2 and L1 norm results. Residuals show the prediction errors and help evaluate which norm and segmentation approach produces better signal reconstruction.

In [6]:
from src.visualization.plotting import plot_residuals

plot_residuals(l2_512[0]['residuals'], l1_512[0]['residuals'], best_order_l2_512, best_order_l1_512, label="Block 512")
plot_residuals(l2_1024[0]['residuals'], l1_1024[0]['residuals'], best_order_l2_1024, best_order_l1_1024, label="Block 1024")
plot_residuals(l2_2048[0]['residuals'], l1_2048[0]['residuals'], best_order_l2_2048, best_order_l1_2048, label="Block 2048")
plot_residuals(l2_elgendi[0]['residuals'], l1_elgendi[0]['residuals'], best_order_l2_elgendi, best_order_l1_elgendi, label="Elgendi Beats")
plot_residuals(l2_Hamilton[0]['residuals'], l1_Hamilton[0]['residuals'], best_order_l2_pan, best_order_l1_pan, label="Hamilton Beats")
if beats_Annotations:
    plot_residuals(l2_ann[0]['residuals'], l1_ann[0]['residuals'], best_order_l2_ann, best_order_l1_ann, label="Annotation Beats")

Norm Comparison Analysis¶

This code creates boxplots comparing L2 and L1 norm performance across all segmentation methods. The visualizations help identify which norm consistently produces better results and how different segmentation approaches affect prediction accuracy.

In [7]:
from src.visualization.plotting import plot_norms_boxplot

plot_norms_boxplot(l2_512, l1_512, label="Block 512")
plot_norms_boxplot(l2_1024, l1_1024, label="Block 1024")
plot_norms_boxplot(l2_2048, l1_2048, label="Block 2048")
plot_norms_boxplot(l2_elgendi, l1_elgendi, label="Elgendi Beats")
plot_norms_boxplot(l2_Hamilton, l1_Hamilton, label="Hamilton Beats")
if beats_Annotations:
    plot_norms_boxplot(l2_ann, l1_ann, label="Annotation Beats")

Residual Distribution Analysis¶

This code generates comprehensive residual histograms for all segmentation methods and LPC norms. The visualizations reveal the statistical properties of prediction errors, helping assess compression quality and identify which approach produces the most compressible residuals.

In [8]:
from src.visualization.plotting import get_all_residuals, plot_residual_histogram_all

# --- Block 512 ---
all_residuals_l2_512 = get_all_residuals(l2_512, best_order_l2_512)
plot_residual_histogram_all(
    all_residuals_l2_512, best_order_l2_512,
    title="Block 512 - L2-LPC Residuals (order={})".format(best_order_l2_512)
)

all_residuals_l1_512 = get_all_residuals(l1_512, best_order_l1_512)
plot_residual_histogram_all(
    all_residuals_l1_512, best_order_l1_512,
    title="Block 512 - L1-LPC Residuals (order={})".format(best_order_l1_512)
)

# --- Block 1024 ---
all_residuals_l2_1024 = get_all_residuals(l2_1024, best_order_l2_1024)
plot_residual_histogram_all(
    all_residuals_l2_1024, best_order_l2_1024,
    title="Block 1024 - L2-LPC Residuals (order={})".format(best_order_l2_1024)
)

all_residuals_l1_1024 = get_all_residuals(l1_1024, best_order_l1_1024)
plot_residual_histogram_all(
    all_residuals_l1_1024, best_order_l1_1024,
    title="Block 1024 - L1-LPC Residuals (order={})".format(best_order_l1_1024)
)

# --- Block 2048 ---
all_residuals_l2_2048 = get_all_residuals(l2_2048, best_order_l2_2048)
plot_residual_histogram_all(
    all_residuals_l2_2048, best_order_l2_2048,
    title="Block 2048 - L2-LPC Residuals (order={})".format(best_order_l2_2048)
)

all_residuals_l1_2048 = get_all_residuals(l1_2048, best_order_l1_2048)
plot_residual_histogram_all(
    all_residuals_l1_2048, best_order_l1_2048,
    title="Block 2048 - L1-LPC Residuals (order={})".format(best_order_l1_2048)
)

# --- Elgendi Beats ---
all_residuals_l2_elgendi = get_all_residuals(l2_elgendi, best_order_l2_elgendi)
plot_residual_histogram_all(
    all_residuals_l2_elgendi, best_order_l2_elgendi,
    title="Elgendi Beats - L2-LPC Residuals (order={})".format(best_order_l2_elgendi)
)

all_residuals_l1_elgendi = get_all_residuals(l1_elgendi, best_order_l1_elgendi)
plot_residual_histogram_all(
    all_residuals_l1_elgendi, best_order_l1_elgendi,
    title="Elgendi Beats - L1-LPC Residuals (order={})".format(best_order_l1_elgendi)
)

# --- Hamilton Beats ---
all_residuals_l2_pan = get_all_residuals(l2_Hamilton, best_order_l2_pan)
plot_residual_histogram_all(
    all_residuals_l2_pan, best_order_l2_pan,
    title="Hamilton Beats - L2-LPC Residuals (order={})".format(best_order_l2_pan)
)

all_residuals_l1_pan = get_all_residuals(l1_Hamilton, best_order_l1_pan)
plot_residual_histogram_all(
    all_residuals_l1_pan, best_order_l1_pan,
    title="Hamilton Beats - L1-LPC Residuals (order={})".format(best_order_l1_pan)
)

if beats_Annotations:
    # --- Annotation Beats ---
    all_residuals_l2_ann = get_all_residuals(l2_ann, best_order_l2_ann)
    plot_residual_histogram_all(
        all_residuals_l2_ann, best_order_l2_ann,
        title="Annotation Beats - L2-LPC Residuals (order={})".format(best_order_l2_ann)
    )

    all_residuals_l1_ann = get_all_residuals(l1_ann, best_order_l1_ann)
    plot_residual_histogram_all(
        all_residuals_l1_ann, best_order_l1_ann,
        title="Annotation Beats - L1-LPC Residuals (order={})".format(best_order_l1_ann)
    )

Signal Reconstruction¶

This code reconstructs the original ECG signal from LPC coefficients and residuals for all segmentation methods. The reconstruction process validates the compression algorithm by comparing the original signal with its compressed representation, ensuring no information loss during the encoding/decoding process.

In [9]:
from src.analysis.compression_analysis import full_reconstruct_signal_int

# 512
rec_512_l2  = full_reconstruct_signal_int(l2_512,  blocks_512,  best_order_l2_512,  "L2-LPC (Block 512)",      real_length)
rec_512_l1  = full_reconstruct_signal_int(l1_512,  blocks_512,  best_order_l1_512,  "L1-LPC (Block 512)",      real_length)

# 1024
rec_1024_l2 = full_reconstruct_signal_int(l2_1024, blocks_1024, best_order_l2_1024, "L2-LPC (Block 1024)",     real_length)
rec_1024_l1 = full_reconstruct_signal_int(l1_1024, blocks_1024, best_order_l1_1024, "L1-LPC (Block 1024)",     real_length)

# 2048
rec_2048_l2 = full_reconstruct_signal_int(l2_2048, blocks_2048, best_order_l2_2048, "L2-LPC (Block 2048)",     real_length)
rec_2048_l1 = full_reconstruct_signal_int(l1_2048, blocks_2048, best_order_l1_2048, "L1-LPC (Block 2048)",     real_length)

# Elgendi beats
rec_elgendi_l2 = full_reconstruct_signal_int(l2_elgendi, beats_Elgendi, best_order_l2_elgendi, "L2-LPC (Elgendi)", real_length)
rec_elgendi_l1 = full_reconstruct_signal_int(l1_elgendi, beats_Elgendi, best_order_l1_elgendi, "L1-LPC (Elgendi)", real_length)

# Hamilton beats
rec_pt_l2 = full_reconstruct_signal_int(l2_Hamilton, beats_Hamilton, best_order_l2_pan, "L2-LPC (Hamilton)", real_length)
rec_pt_l1 = full_reconstruct_signal_int(l1_Hamilton, beats_Hamilton, best_order_l1_pan, "L1-LPC (Hamilton)", real_length)

if beats_Annotations:
    # Annotation beats
    rec_ann_l2 = full_reconstruct_signal_int(l2_ann, beats_Annotations, best_order_l2_ann, "L2-LPC (Annotation Beats)", real_length)
    rec_ann_l1 = full_reconstruct_signal_int(l1_ann, beats_Annotations, best_order_l1_ann, "L1-LPC (Annotation Beats)", real_length)

L2-LPC (Block 512): Lossless? True. Max abs error: 0.00e+00
L1-LPC (Block 512): Lossless? True. Max abs error: 0.00e+00
L2-LPC (Block 1024): Lossless? True. Max abs error: 0.00e+00
L1-LPC (Block 1024): Lossless? True. Max abs error: 0.00e+00
L2-LPC (Block 2048): Lossless? True. Max abs error: 0.00e+00
L1-LPC (Block 2048): Lossless? True. Max abs error: 0.00e+00
L2-LPC (Elgendi): Lossless? True. Max abs error: 0.00e+00
L1-LPC (Elgendi): Lossless? True. Max abs error: 0.00e+00
L2-LPC (Hamilton): Lossless? True. Max abs error: 0.00e+00
L1-LPC (Hamilton): Lossless? True. Max abs error: 0.00e+00
L2-LPC (Annotation Beats): Lossless? True. Max abs error: 0.00e+00
L1-LPC (Annotation Beats): Lossless? True. Max abs error: 0.00e+00

Signal Quality Assessment¶

This code creates detailed comparisons between original and reconstructed ECG signals for all segmentation methods. The 2-second zoomed views allow precise evaluation of reconstruction quality, revealing how well each LPC approach preserves signal characteristics and identifying potential artifacts or distortions.

In [10]:
from src.visualization.plotting import plot_original_vs_reconstructed

original_512 = np.concatenate(blocks_512)
original_1024 = np.concatenate(blocks_1024)
original_2048 = np.concatenate(blocks_2048)
original_elgendi = np.concatenate(beats_Elgendi)
original_pt = np.concatenate(beats_Hamilton)

if beats_Annotations:
    original_ann = np.concatenate(beats_Annotations)

plot_original_vs_reconstructed(original_512, rec_512_l2, fs, "Block 512 - L2-LPC", zoom_seconds=2)
plot_original_vs_reconstructed(original_512, rec_512_l1, fs, "Block 512 - L1-LPC", zoom_seconds=2)
plot_original_vs_reconstructed(original_1024, rec_1024_l2, fs, "Block 1024 - L2-LPC", zoom_seconds=2)
plot_original_vs_reconstructed(original_1024, rec_1024_l1, fs, "Block 1024 - L1-LPC", zoom_seconds=2)
plot_original_vs_reconstructed(original_2048, rec_2048_l2, fs, "Block 2048 - L2-LPC", zoom_seconds=2)
plot_original_vs_reconstructed(original_2048, rec_2048_l1, fs, "Block 2048 - L1-LPC", zoom_seconds=2)
plot_original_vs_reconstructed(original_elgendi, rec_elgendi_l2, fs, "Elgendi Beats - L2-LPC", zoom_seconds=2)
plot_original_vs_reconstructed(original_elgendi, rec_elgendi_l1, fs, "Elgendi Beats - L1-LPC", zoom_seconds=2)
plot_original_vs_reconstructed(original_pt, rec_pt_l2, fs, "Hamilton Beats - L2-LPC", zoom_seconds=2)
plot_original_vs_reconstructed(original_pt, rec_pt_l1, fs, "Hamilton Beats - L1-LPC", zoom_seconds=2)
if beats_Annotations:    
    plot_original_vs_reconstructed(original_ann, rec_ann_l2, fs, "Annotation Beats - L2-LPC", zoom_seconds=2)
    plot_original_vs_reconstructed(original_ann, rec_ann_l1, fs, "Annotation Beats - L1-LPC", zoom_seconds=2)
In [ ]:
In [ ]:

Compression Metrics Calculation¶

This code computes comprehensive compression metrics for all segmentation methods and LPC norms. It analyzes compression ratios, bit rates, and entropy considering 11-bit ADC samples and 32-bit coefficient storage, providing quantitative performance comparisons across different approaches.

In [11]:
from src.analysis.compression_analysis import process_all_metrics

process_all_metrics(l2_512,      blocks_512,      best_order_l2_512,      "L2-LPC (Block 512)",      adc_bits=11, real_length=real_length, coeff_bits=32)
process_all_metrics(l1_512,      blocks_512,      best_order_l1_512,      "L1-LPC (Block 512)",      adc_bits=11, real_length=real_length, coeff_bits=32)
process_all_metrics(l2_1024,     blocks_1024,     best_order_l2_1024,     "L2-LPC (Block 1024)",     adc_bits=11, real_length=real_length, coeff_bits=32)
process_all_metrics(l1_1024,     blocks_1024,     best_order_l1_1024,     "L1-LPC (Block 1024)",     adc_bits=11, real_length=real_length, coeff_bits=32)
process_all_metrics(l2_2048,     blocks_2048,     best_order_l2_2048,     "L2-LPC (Block 2048)",     adc_bits=11, real_length=real_length, coeff_bits=32)
process_all_metrics(l1_2048,     blocks_2048,     best_order_l1_2048,     "L1-LPC (Block 2048)",     adc_bits=11, real_length=real_length, coeff_bits=32)
process_all_metrics(l2_elgendi,  beats_Elgendi,   best_order_l2_elgendi,  "L2-LPC (Elgendi)",        adc_bits=11, real_length=real_length, coeff_bits=32)
process_all_metrics(l1_elgendi,  beats_Elgendi,   best_order_l1_elgendi,  "L1-LPC (Elgendi)",        adc_bits=11, real_length=real_length, coeff_bits=32)
process_all_metrics(l2_Hamilton, beats_Hamilton, best_order_l2_pan, "L2-LPC (Hamilton)",   adc_bits=11, real_length=real_length, coeff_bits=32)
process_all_metrics(l1_Hamilton, beats_Hamilton, best_order_l1_pan, "L1-LPC (Hamilton)",   adc_bits=11, real_length=real_length, coeff_bits=32)
if beats_Annotations:
    process_all_metrics(l2_ann, beats_Annotations, best_order_l2_ann, "L2-LPC (Annotation Beats)", adc_bits=11, real_length=real_length, coeff_bits=32)
    process_all_metrics(l1_ann, beats_Annotations, best_order_l1_ann, "L1-LPC (Annotation Beats)", adc_bits=11, real_length=real_length, coeff_bits=32)

L2-LPC (Block 512):
 Total residuals: 4000
 [Rice-Golomb] Best k=2, Residual CR=2.83
 [Huffman] Residual CR=2.89
 Empirical entropy (bits/sample): 3.7791
 --- Including ALL overhead ---
 [Rice-Golomb] Net CR (full)=2.234, Net Bit Rate=4.9248
 [Huffman]     Net CR (full)=2.180, Net Bit Rate=5.0447
 > Predictor Overhead: Coeffs=3072 bits, Initial Samples=1056 bits
 > Entropy Coder Overhead: Rice k=32 bits, Huffman Codebook=800 bits
----------------------------------------------------------------------
L1-LPC (Block 512):
 Total residuals: 4000
 [Rice-Golomb] Best k=2, Residual CR=2.89
 [Huffman] Residual CR=3.08
 Empirical entropy (bits/sample): 3.5565
 --- Including ALL overhead ---
 [Rice-Golomb] Net CR (full)=2.268, Net Bit Rate=4.8510
 [Huffman]     Net CR (full)=2.261, Net Bit Rate=4.8660
 > Predictor Overhead: Coeffs=3072 bits, Initial Samples=1056 bits
 > Entropy Coder Overhead: Rice k=32 bits, Huffman Codebook=1040 bits
----------------------------------------------------------------------
L2-LPC (Block 1024):
 Total residuals: 4048
 [Rice-Golomb] Best k=2, Residual CR=2.82
 [Huffman] Residual CR=2.89
 Empirical entropy (bits/sample): 3.7765
 --- Including ALL overhead ---
 [Rice-Golomb] Net CR (full)=2.495, Net Bit Rate=4.4088
 [Huffman]     Net CR (full)=2.427, Net Bit Rate=4.5319
 > Predictor Overhead: Coeffs=1536 bits, Initial Samples=528 bits
 > Entropy Coder Overhead: Rice k=16 bits, Huffman Codebook=864 bits
----------------------------------------------------------------------
L1-LPC (Block 1024):
 Total residuals: 4048
 [Rice-Golomb] Best k=2, Residual CR=2.88
 [Huffman] Residual CR=3.06
 Empirical entropy (bits/sample): 3.5794
 --- Including ALL overhead ---
 [Rice-Golomb] Net CR (full)=2.535, Net Bit Rate=4.3399
 [Huffman]     Net CR (full)=2.514, Net Bit Rate=4.3750
 > Predictor Overhead: Coeffs=1536 bits, Initial Samples=528 bits
 > Entropy Coder Overhead: Rice k=16 bits, Huffman Codebook=1072 bits
----------------------------------------------------------------------
L2-LPC (Block 2048):
 Total residuals: 4072
 [Rice-Golomb] Best k=2, Residual CR=2.83
 [Huffman] Residual CR=2.91
 Empirical entropy (bits/sample): 3.7518
 --- Including ALL overhead ---
 [Rice-Golomb] Net CR (full)=2.658, Net Bit Rate=4.1383
 [Huffman]     Net CR (full)=2.587, Net Bit Rate=4.2512
 > Predictor Overhead: Coeffs=768 bits, Initial Samples=264 bits
 > Entropy Coder Overhead: Rice k=8 bits, Huffman Codebook=880 bits
----------------------------------------------------------------------
L1-LPC (Block 2048):
 Total residuals: 4072
 [Rice-Golomb] Best k=2, Residual CR=2.88
 [Huffman] Residual CR=3.06
 Empirical entropy (bits/sample): 3.5794
 --- Including ALL overhead ---
 [Rice-Golomb] Net CR (full)=2.696, Net Bit Rate=4.0803
 [Huffman]     Net CR (full)=2.670, Net Bit Rate=4.1198
 > Predictor Overhead: Coeffs=768 bits, Initial Samples=264 bits
 > Entropy Coder Overhead: Rice k=8 bits, Huffman Codebook=1088 bits
----------------------------------------------------------------------
L2-LPC (Elgendi):
 Total residuals: 3444
 [Rice-Golomb] Best k=2, Residual CR=2.75
 [Huffman] Residual CR=2.77
 Empirical entropy (bits/sample): 3.9489
 --- Including ALL overhead ---
 [Rice-Golomb] Net CR (full)=1.845, Net Bit Rate=5.9628
 [Huffman]     Net CR (full)=1.792, Net Bit Rate=6.1368
 > Predictor Overhead: Coeffs=4992 bits, Initial Samples=1716 bits
 > Entropy Coder Overhead: Rice k=52 bits, Huffman Codebook=752 bits
----------------------------------------------------------------------
L1-LPC (Elgendi):
 Total residuals: 3444
 [Rice-Golomb] Best k=2, Residual CR=2.80
 [Huffman] Residual CR=2.91
 Empirical entropy (bits/sample): 3.7469
 --- Including ALL overhead ---
 [Rice-Golomb] Net CR (full)=1.869, Net Bit Rate=5.8847
 [Huffman]     Net CR (full)=1.828, Net Bit Rate=6.0168
 > Predictor Overhead: Coeffs=4992 bits, Initial Samples=1716 bits
 > Entropy Coder Overhead: Rice k=52 bits, Huffman Codebook=992 bits
----------------------------------------------------------------------
L2-LPC (Hamilton):
 Total residuals: 3456
 [Rice-Golomb] Best k=2, Residual CR=2.75
 [Huffman] Residual CR=2.77
 Empirical entropy (bits/sample): 3.9502
 --- Including ALL overhead ---
 [Rice-Golomb] Net CR (full)=1.894, Net Bit Rate=5.8079
 [Huffman]     Net CR (full)=1.838, Net Bit Rate=5.9841
 > Predictor Overhead: Coeffs=4608 bits, Initial Samples=1584 bits
 > Entropy Coder Overhead: Rice k=48 bits, Huffman Codebook=768 bits
----------------------------------------------------------------------
L1-LPC (Hamilton):
 Total residuals: 3456
 [Rice-Golomb] Best k=2, Residual CR=2.80
 [Huffman] Residual CR=2.90
 Empirical entropy (bits/sample): 3.7545
 --- Including ALL overhead ---
 [Rice-Golomb] Net CR (full)=1.920, Net Bit Rate=5.7300
 [Huffman]     Net CR (full)=1.871, Net Bit Rate=5.8805
 > Predictor Overhead: Coeffs=4608 bits, Initial Samples=1584 bits
 > Entropy Coder Overhead: Rice k=48 bits, Huffman Codebook=1024 bits
----------------------------------------------------------------------
L2-LPC (Annotation Beats):
 Total residuals: 3444
 [Rice-Golomb] Best k=2, Residual CR=2.75
 [Huffman] Residual CR=2.77
 Empirical entropy (bits/sample): 3.9481
 --- Including ALL overhead ---
 [Rice-Golomb] Net CR (full)=1.845, Net Bit Rate=5.9625
 [Huffman]     Net CR (full)=1.793, Net Bit Rate=6.1359
 > Predictor Overhead: Coeffs=4992 bits, Initial Samples=1716 bits
 > Entropy Coder Overhead: Rice k=52 bits, Huffman Codebook=752 bits
----------------------------------------------------------------------
L1-LPC (Annotation Beats):
 Total residuals: 3444
 [Rice-Golomb] Best k=2, Residual CR=2.81
 [Huffman] Residual CR=2.91
 Empirical entropy (bits/sample): 3.7433
 --- Including ALL overhead ---
 [Rice-Golomb] Net CR (full)=1.870, Net Bit Rate=5.8839
 [Huffman]     Net CR (full)=1.830, Net Bit Rate=6.0099
 > Predictor Overhead: Coeffs=4992 bits, Initial Samples=1716 bits
 > Entropy Coder Overhead: Rice k=52 bits, Huffman Codebook=976 bits
----------------------------------------------------------------------

Results Summary and Ranking¶

This code aggregates all compression metrics into a comprehensive results table, sorts methods by compression ratio (highest first), and displays the findings in a formatted DataFrame. The ranking reveals which segmentation approach and LPC norm combination achieves the best compression performance.

In [12]:
from src.analysis.compression_analysis import collect_all_compression_metrics

results_data = collect_all_compression_metrics(
    l2_512, l1_512, l2_1024, l1_1024, l2_2048, l1_2048,
    l2_elgendi, l1_elgendi, l2_Hamilton, l1_Hamilton,
    l2_ann, l1_ann, beats_Annotations,
    best_order_l2_512, best_order_l1_512, best_order_l2_1024, best_order_l1_1024,
    best_order_l2_2048, best_order_l1_2048, best_order_l2_elgendi, best_order_l1_elgendi,
    best_order_l2_pan, best_order_l1_pan, best_order_l2_ann, best_order_l1_ann
)

results_data.sort(key=lambda x: (-x['CR (full)'], x['Method']))

import pandas as pd

df = pd.DataFrame(results_data)
print("Compression Results Summary (Sorted by CR full - highest first):")
print("=" * 80)
print(df.to_string(index=False, float_format='%.3f'))
print("=" * 80)

Compression Results Summary (Sorted by CR full - highest first):
================================================================================
                                 Method  CR (full)  Full Bit Rate  Empirical Entropy
      L1-LPC (Block 2048) [Rice-Golomb]      2.760          3.986              3.579
          L1-LPC (Block 2048) [Huffman]      2.733          4.026              3.579
      L2-LPC (Block 2048) [Rice-Golomb]      2.720          4.044              3.752
      L1-LPC (Block 1024) [Rice-Golomb]      2.650          4.150              3.579
          L2-LPC (Block 2048) [Huffman]      2.646          4.157              3.752
          L1-LPC (Block 1024) [Huffman]      2.628          4.185              3.579
      L2-LPC (Block 1024) [Rice-Golomb]      2.607          4.219              3.777
          L2-LPC (Block 1024) [Huffman]      2.533          4.342              3.777
       L1-LPC (Block 512) [Rice-Golomb]      2.463          4.467              3.557
           L1-LPC (Block 512) [Huffman]      2.454          4.482              3.557
       L2-LPC (Block 512) [Rice-Golomb]      2.423          4.541              3.779
           L2-LPC (Block 512) [Huffman]      2.360          4.661              3.779
        L1-LPC (Hamilton) [Rice-Golomb]      2.172          5.063              3.755
        L2-LPC (Hamilton) [Rice-Golomb]      2.140          5.141              3.950
L1-LPC (Annotation Beats) [Rice-Golomb]      2.132          5.159              3.743
         L1-LPC (Elgendi) [Rice-Golomb]      2.132          5.160              3.747
            L1-LPC (Hamilton) [Huffman]      2.110          5.214              3.755
L2-LPC (Annotation Beats) [Rice-Golomb]      2.100          5.238              3.948
         L2-LPC (Elgendi) [Rice-Golomb]      2.100          5.238              3.949
    L1-LPC (Annotation Beats) [Huffman]      2.081          5.285              3.743
             L1-LPC (Elgendi) [Huffman]      2.079          5.292              3.747
            L2-LPC (Hamilton) [Huffman]      2.069          5.317              3.950
    L2-LPC (Annotation Beats) [Huffman]      2.033          5.411              3.948
             L2-LPC (Elgendi) [Huffman]      2.033          5.412              3.949
================================================================================

Adaptive Filtering Analysis¶

This code performs comprehensive parameter optimization for LMS, NLMS, and GASS adaptive filtering algorithms across all segmentation methods. It conducts grid searches to find optimal learning rates and filter orders, then analyzes compression performance for each configuration to identify the best adaptive filtering approach.

In [13]:
from src.analysis.adaptive_filtering import (
    lms_encode_block, lms_decode_block,
    nlms_encode_block, nlms_decode_block,
    gass_encode_block, gass_decode_block,
    grid_search_block_encoder, analyze_block_segments
)

orders_to_test = [4, 6, 8, 10, 12]
lms_mus_to_test = [1e-6, 2e-6, 5e-6, 1e-5, 2e-5, 5e-5, 1e-4]
nlms_mus_to_test = [1e-3, 5e-3, 1e-2, 5e-2, 1e-1, 5e-1, 1.0]
gass_mus_to_test = [1e-10, 1e-9, 5e-9, 1e-8, 5e-8, 1e-7]
gass_rhos_to_test = [1e-6, 5e-6, 1e-5, 5e-5, 1e-4]

segmentations = [
    ("Block 512", blocks_512),
    ("Block 1024", blocks_1024),
    ("Block 2048", blocks_2048),
    ("Elgendi Beats", beats_Elgendi),
    ("Hamilton Beats", beats_Hamilton),
]

if beats_Annotations:
    segmentations.append(("Annotation Beats", beats_Annotations))

# LMS
all_lms_results = {}
for label, segments in segmentations:
    print(f"\n===== LMS {label} =====")
    segments_int = [seg.astype(int) for seg in segments]
    best_params, _ = grid_search_block_encoder(lms_encode_block, lms_decode_block, segments_int, orders_to_test, lms_mus_to_test, label="LMS")
    lms_results = analyze_block_segments(lms_encode_block, lms_decode_block, segments_int, best_params, label=f"LMS {label}")
    all_lms_results[label] = {
        "best_params": best_params,
        "results": lms_results
    }

# NLMS
all_nlms_results = {}
for label, segments in segmentations:
    print(f"\n===== NLMS {label} =====")
    segments_int = [seg.astype(int) for seg in segments]
    best_params, _ = grid_search_block_encoder(nlms_encode_block, nlms_decode_block, segments_int, orders_to_test, nlms_mus_to_test, label="NLMS")
    nlms_results = analyze_block_segments(nlms_encode_block, nlms_decode_block, segments_int, best_params, label=f"NLMS {label}")
    all_nlms_results[label] = {
        "best_params": best_params,
        "results": nlms_results
    }

# GASS
all_gass_results = {}
for label, segments in segmentations:
    print(f"\n===== GASS {label} =====")
    segments_int = [seg.astype(int) for seg in segments]
    best_params, _ = grid_search_block_encoder(gass_encode_block, gass_decode_block, segments_int, orders_to_test, gass_mus_to_test, rho_grid=gass_rhos_to_test, label="GASS")
    gass_results = analyze_block_segments(gass_encode_block, gass_decode_block, segments_int, best_params, label=f"GASS {label}", include_rho=True)
    all_gass_results[label] = {
        "best_params": best_params,
        "results": gass_results
    }

===== LMS Block 512 =====
Best params for LMS: {'order': 4, 'mu': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (LMS Block 512):
Original[4:9]: [-29 -29 -29 -29 -24]
Recon[4:9]:    [-29 -29 -29 -29 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (LMS Block 512):
Original[4:9]: [-62 -59 -58 -61 -62]
Recon[4:9]:    [-62 -59 -58 -61 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (LMS Block 512):
Original[4:9]: [-75 -77 -78 -78 -75]
Recon[4:9]:    [-75 -77 -78 -78 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (LMS Block 512):
Original[4:9]: [-83 -82 -79 -79 -80]
Recon[4:9]:    [-83 -82 -79 -79 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (LMS Block 512):
Original[4:9]: [-83 -75 -73 -77 -80]
Recon[4:9]:    [-83 -75 -73 -77 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (LMS Block 512):
Original[4:9]: [-64 -67 -67 -65 -65]
Recon[4:9]:    [-64 -67 -67 -65 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (LMS Block 512):
Original[4:9]: [-76 -77 -77 -74 -75]
Recon[4:9]:    [-76 -77 -77 -74 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (LMS Block 512):
Original[4:9]: [-74 -73 -75 -77 -78]
Recon[4:9]:    [-74 -73 -75 -77 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- LMS Block 512 ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------

===== LMS Block 1024 =====
Best params for LMS: {'order': 4, 'mu': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (LMS Block 1024):
Original[4:9]: [-29 -29 -29 -29 -24]
Recon[4:9]:    [-29 -29 -29 -29 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (LMS Block 1024):
Original[4:9]: [-75 -77 -78 -78 -75]
Recon[4:9]:    [-75 -77 -78 -78 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (LMS Block 1024):
Original[4:9]: [-83 -75 -73 -77 -80]
Recon[4:9]:    [-83 -75 -73 -77 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (LMS Block 1024):
Original[4:9]: [-76 -77 -77 -74 -75]
Recon[4:9]:    [-76 -77 -77 -74 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- LMS Block 1024 ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------

===== LMS Block 2048 =====
Best params for LMS: {'order': 4, 'mu': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (LMS Block 2048):
Original[4:9]: [-29 -29 -29 -29 -24]
Recon[4:9]:    [-29 -29 -29 -29 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (LMS Block 2048):
Original[4:9]: [-83 -75 -73 -77 -80]
Recon[4:9]:    [-83 -75 -73 -77 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- LMS Block 2048 ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------

===== LMS Elgendi Beats =====
Best params for LMS: {'order': 4, 'mu': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (LMS Elgendi Beats):
Original[4:9]: [-29 -29 -29 -29 -24]
Recon[4:9]:    [-29 -29 -29 -29 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (LMS Elgendi Beats):
Original[4:9]: [-58 -55 -54 -52 -56]
Recon[4:9]:    [-58 -55 -54 -52 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (LMS Elgendi Beats):
Original[4:9]: [-62 -64 -63 -60 -63]
Recon[4:9]:    [-62 -64 -63 -60 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (LMS Elgendi Beats):
Original[4:9]: [-70 -70 -68 -67 -66]
Recon[4:9]:    [-70 -70 -68 -67 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (LMS Elgendi Beats):
Original[4:9]: [-59 -60 -62 -66 -68]
Recon[4:9]:    [-59 -60 -62 -66 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (LMS Elgendi Beats):
Original[4:9]: [-65 -67 -65 -63 -64]
Recon[4:9]:    [-65 -67 -65 -63 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (LMS Elgendi Beats):
Original[4:9]: [-61 -62 -59 -60 -61]
Recon[4:9]:    [-61 -62 -59 -60 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (LMS Elgendi Beats):
Original[4:9]: [-59 -56 -54 -56 -56]
Recon[4:9]:    [-59 -56 -54 -56 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (LMS Elgendi Beats):
Original[4:9]: [-70 -69 -70 -71 -72]
Recon[4:9]:    [-70 -69 -70 -71 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (LMS Elgendi Beats):
Original[4:9]: [-64 -66 -67 -66 -63]
Recon[4:9]:    [-64 -66 -67 -66 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (LMS Elgendi Beats):
Original[4:9]: [-60 -59 -61 -60 -61]
Recon[4:9]:    [-60 -59 -61 -60 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (LMS Elgendi Beats):
Original[4:9]: [-56 -54 -54 -55 -57]
Recon[4:9]:    [-56 -54 -54 -55 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (LMS Elgendi Beats):
Original[4:9]: [-58 -56 -57 -55 -58]
Recon[4:9]:    [-58 -56 -57 -55 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- LMS Elgendi Beats ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------

===== LMS Hamilton Beats =====
Best params for LMS: {'order': 4, 'mu': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (LMS Hamilton Beats):
Original[4:9]: [-29 -29 -29 -29 -24]
Recon[4:9]:    [-29 -29 -29 -29 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (LMS Hamilton Beats):
Original[4:9]: [-58 -55 -54 -52 -56]
Recon[4:9]:    [-58 -55 -54 -52 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (LMS Hamilton Beats):
Original[4:9]: [-62 -64 -63 -60 -63]
Recon[4:9]:    [-62 -64 -63 -60 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (LMS Hamilton Beats):
Original[4:9]: [-70 -70 -68 -67 -66]
Recon[4:9]:    [-70 -70 -68 -67 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (LMS Hamilton Beats):
Original[4:9]: [-60 -62 -66 -68 -66]
Recon[4:9]:    [-60 -62 -66 -68 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (LMS Hamilton Beats):
Original[4:9]: [-65 -67 -65 -63 -64]
Recon[4:9]:    [-65 -67 -65 -63 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (LMS Hamilton Beats):
Original[4:9]: [-61 -62 -59 -60 -61]
Recon[4:9]:    [-61 -62 -59 -60 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (LMS Hamilton Beats):
Original[4:9]: [-59 -56 -54 -56 -56]
Recon[4:9]:    [-59 -56 -54 -56 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (LMS Hamilton Beats):
Original[4:9]: [-70 -69 -70 -71 -72]
Recon[4:9]:    [-70 -69 -70 -71 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (LMS Hamilton Beats):
Original[4:9]: [-64 -66 -67 -66 -63]
Recon[4:9]:    [-64 -66 -67 -66 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (LMS Hamilton Beats):
Original[4:9]: [-60 -59 -61 -60 -61]
Recon[4:9]:    [-60 -59 -61 -60 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (LMS Hamilton Beats):
Original[4:9]: [-56 -54 -54 -55 -57]
Recon[4:9]:    [-56 -54 -54 -55 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- LMS Hamilton Beats ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------

===== LMS Annotation Beats =====
Best params for LMS: {'order': 4, 'mu': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (LMS Annotation Beats):
Original[4:9]: [-29 -29 -29 -29 -24]
Recon[4:9]:    [-29 -29 -29 -29 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (LMS Annotation Beats):
Original[4:9]: [-58 -55 -54 -52 -56]
Recon[4:9]:    [-58 -55 -54 -52 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (LMS Annotation Beats):
Original[4:9]: [-62 -64 -63 -60 -63]
Recon[4:9]:    [-62 -64 -63 -60 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (LMS Annotation Beats):
Original[4:9]: [-70 -70 -68 -67 -66]
Recon[4:9]:    [-70 -70 -68 -67 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (LMS Annotation Beats):
Original[4:9]: [-59 -60 -62 -66 -68]
Recon[4:9]:    [-59 -60 -62 -66 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (LMS Annotation Beats):
Original[4:9]: [-65 -67 -65 -63 -64]
Recon[4:9]:    [-65 -67 -65 -63 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (LMS Annotation Beats):
Original[4:9]: [-61 -62 -59 -60 -61]
Recon[4:9]:    [-61 -62 -59 -60 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (LMS Annotation Beats):
Original[4:9]: [-59 -56 -54 -56 -56]
Recon[4:9]:    [-59 -56 -54 -56 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (LMS Annotation Beats):
Original[4:9]: [-70 -69 -70 -71 -72]
Recon[4:9]:    [-70 -69 -70 -71 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (LMS Annotation Beats):
Original[4:9]: [-64 -66 -67 -66 -63]
Recon[4:9]:    [-64 -66 -67 -66 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (LMS Annotation Beats):
Original[4:9]: [-59 -61 -60 -61 -64]
Recon[4:9]:    [-59 -61 -60 -61 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (LMS Annotation Beats):
Original[4:9]: [-54 -54 -55 -57 -60]
Recon[4:9]:    [-54 -54 -55 -57 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (LMS Annotation Beats):
Original[4:9]: [-56 -57 -55 -58 -56]
Recon[4:9]:    [-56 -57 -55 -58 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- LMS Annotation Beats ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------

===== NLMS Block 512 =====
Best params for NLMS: {'order': 4, 'mu': 0.001} (avg l2-norm=0.00000)

DEBUG Segment 0 (NLMS Block 512):
Original[4:9]: [-29 -29 -29 -29 -24]
Recon[4:9]:    [-29 -29 -29 -29 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (NLMS Block 512):
Original[4:9]: [-62 -59 -58 -61 -62]
Recon[4:9]:    [-62 -59 -58 -61 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (NLMS Block 512):
Original[4:9]: [-75 -77 -78 -78 -75]
Recon[4:9]:    [-75 -77 -78 -78 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (NLMS Block 512):
Original[4:9]: [-83 -82 -79 -79 -80]
Recon[4:9]:    [-83 -82 -79 -79 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (NLMS Block 512):
Original[4:9]: [-83 -75 -73 -77 -80]
Recon[4:9]:    [-83 -75 -73 -77 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (NLMS Block 512):
Original[4:9]: [-64 -67 -67 -65 -65]
Recon[4:9]:    [-64 -67 -67 -65 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (NLMS Block 512):
Original[4:9]: [-76 -77 -77 -74 -75]
Recon[4:9]:    [-76 -77 -77 -74 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (NLMS Block 512):
Original[4:9]: [-74 -73 -75 -77 -78]
Recon[4:9]:    [-74 -73 -75 -77 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- NLMS Block 512 ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------

===== NLMS Block 1024 =====
Best params for NLMS: {'order': 4, 'mu': 0.001} (avg l2-norm=0.00000)

DEBUG Segment 0 (NLMS Block 1024):
Original[4:9]: [-29 -29 -29 -29 -24]
Recon[4:9]:    [-29 -29 -29 -29 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (NLMS Block 1024):
Original[4:9]: [-75 -77 -78 -78 -75]
Recon[4:9]:    [-75 -77 -78 -78 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (NLMS Block 1024):
Original[4:9]: [-83 -75 -73 -77 -80]
Recon[4:9]:    [-83 -75 -73 -77 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (NLMS Block 1024):
Original[4:9]: [-76 -77 -77 -74 -75]
Recon[4:9]:    [-76 -77 -77 -74 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- NLMS Block 1024 ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------

===== NLMS Block 2048 =====
Best params for NLMS: {'order': 4, 'mu': 0.001} (avg l2-norm=0.00000)

DEBUG Segment 0 (NLMS Block 2048):
Original[4:9]: [-29 -29 -29 -29 -24]
Recon[4:9]:    [-29 -29 -29 -29 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (NLMS Block 2048):
Original[4:9]: [-83 -75 -73 -77 -80]
Recon[4:9]:    [-83 -75 -73 -77 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- NLMS Block 2048 ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------

===== NLMS Elgendi Beats =====
Best params for NLMS: {'order': 4, 'mu': 0.001} (avg l2-norm=0.00000)

DEBUG Segment 0 (NLMS Elgendi Beats):
Original[4:9]: [-29 -29 -29 -29 -24]
Recon[4:9]:    [-29 -29 -29 -29 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (NLMS Elgendi Beats):
Original[4:9]: [-58 -55 -54 -52 -56]
Recon[4:9]:    [-58 -55 -54 -52 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (NLMS Elgendi Beats):
Original[4:9]: [-62 -64 -63 -60 -63]
Recon[4:9]:    [-62 -64 -63 -60 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (NLMS Elgendi Beats):
Original[4:9]: [-70 -70 -68 -67 -66]
Recon[4:9]:    [-70 -70 -68 -67 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (NLMS Elgendi Beats):
Original[4:9]: [-59 -60 -62 -66 -68]
Recon[4:9]:    [-59 -60 -62 -66 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (NLMS Elgendi Beats):
Original[4:9]: [-65 -67 -65 -63 -64]
Recon[4:9]:    [-65 -67 -65 -63 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (NLMS Elgendi Beats):
Original[4:9]: [-61 -62 -59 -60 -61]
Recon[4:9]:    [-61 -62 -59 -60 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (NLMS Elgendi Beats):
Original[4:9]: [-59 -56 -54 -56 -56]
Recon[4:9]:    [-59 -56 -54 -56 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (NLMS Elgendi Beats):
Original[4:9]: [-70 -69 -70 -71 -72]
Recon[4:9]:    [-70 -69 -70 -71 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (NLMS Elgendi Beats):
Original[4:9]: [-64 -66 -67 -66 -63]
Recon[4:9]:    [-64 -66 -67 -66 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (NLMS Elgendi Beats):
Original[4:9]: [-60 -59 -61 -60 -61]
Recon[4:9]:    [-60 -59 -61 -60 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (NLMS Elgendi Beats):
Original[4:9]: [-56 -54 -54 -55 -57]
Recon[4:9]:    [-56 -54 -54 -55 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (NLMS Elgendi Beats):
Original[4:9]: [-58 -56 -57 -55 -58]
Recon[4:9]:    [-58 -56 -57 -55 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- NLMS Elgendi Beats ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------

===== NLMS Hamilton Beats =====
Best params for NLMS: {'order': 4, 'mu': 0.001} (avg l2-norm=0.00000)

DEBUG Segment 0 (NLMS Hamilton Beats):
Original[4:9]: [-29 -29 -29 -29 -24]
Recon[4:9]:    [-29 -29 -29 -29 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (NLMS Hamilton Beats):
Original[4:9]: [-58 -55 -54 -52 -56]
Recon[4:9]:    [-58 -55 -54 -52 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (NLMS Hamilton Beats):
Original[4:9]: [-62 -64 -63 -60 -63]
Recon[4:9]:    [-62 -64 -63 -60 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (NLMS Hamilton Beats):
Original[4:9]: [-70 -70 -68 -67 -66]
Recon[4:9]:    [-70 -70 -68 -67 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (NLMS Hamilton Beats):
Original[4:9]: [-60 -62 -66 -68 -66]
Recon[4:9]:    [-60 -62 -66 -68 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (NLMS Hamilton Beats):
Original[4:9]: [-65 -67 -65 -63 -64]
Recon[4:9]:    [-65 -67 -65 -63 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (NLMS Hamilton Beats):
Original[4:9]: [-61 -62 -59 -60 -61]
Recon[4:9]:    [-61 -62 -59 -60 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (NLMS Hamilton Beats):
Original[4:9]: [-59 -56 -54 -56 -56]
Recon[4:9]:    [-59 -56 -54 -56 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (NLMS Hamilton Beats):
Original[4:9]: [-70 -69 -70 -71 -72]
Recon[4:9]:    [-70 -69 -70 -71 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (NLMS Hamilton Beats):
Original[4:9]: [-64 -66 -67 -66 -63]
Recon[4:9]:    [-64 -66 -67 -66 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (NLMS Hamilton Beats):
Original[4:9]: [-60 -59 -61 -60 -61]
Recon[4:9]:    [-60 -59 -61 -60 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (NLMS Hamilton Beats):
Original[4:9]: [-56 -54 -54 -55 -57]
Recon[4:9]:    [-56 -54 -54 -55 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- NLMS Hamilton Beats ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------

===== NLMS Annotation Beats =====
Best params for NLMS: {'order': 4, 'mu': 0.001} (avg l2-norm=0.00000)

DEBUG Segment 0 (NLMS Annotation Beats):
Original[4:9]: [-29 -29 -29 -29 -24]
Recon[4:9]:    [-29 -29 -29 -29 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (NLMS Annotation Beats):
Original[4:9]: [-58 -55 -54 -52 -56]
Recon[4:9]:    [-58 -55 -54 -52 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (NLMS Annotation Beats):
Original[4:9]: [-62 -64 -63 -60 -63]
Recon[4:9]:    [-62 -64 -63 -60 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (NLMS Annotation Beats):
Original[4:9]: [-70 -70 -68 -67 -66]
Recon[4:9]:    [-70 -70 -68 -67 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (NLMS Annotation Beats):
Original[4:9]: [-59 -60 -62 -66 -68]
Recon[4:9]:    [-59 -60 -62 -66 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (NLMS Annotation Beats):
Original[4:9]: [-65 -67 -65 -63 -64]
Recon[4:9]:    [-65 -67 -65 -63 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (NLMS Annotation Beats):
Original[4:9]: [-61 -62 -59 -60 -61]
Recon[4:9]:    [-61 -62 -59 -60 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (NLMS Annotation Beats):
Original[4:9]: [-59 -56 -54 -56 -56]
Recon[4:9]:    [-59 -56 -54 -56 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (NLMS Annotation Beats):
Original[4:9]: [-70 -69 -70 -71 -72]
Recon[4:9]:    [-70 -69 -70 -71 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (NLMS Annotation Beats):
Original[4:9]: [-64 -66 -67 -66 -63]
Recon[4:9]:    [-64 -66 -67 -66 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (NLMS Annotation Beats):
Original[4:9]: [-59 -61 -60 -61 -64]
Recon[4:9]:    [-59 -61 -60 -61 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (NLMS Annotation Beats):
Original[4:9]: [-54 -54 -55 -57 -60]
Recon[4:9]:    [-54 -54 -55 -57 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (NLMS Annotation Beats):
Original[4:9]: [-56 -57 -55 -58 -56]
Recon[4:9]:    [-56 -57 -55 -58 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- NLMS Annotation Beats ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------

===== GASS Block 512 =====
Best params for GASS: {'order': 4, 'mu': 1e-10, 'rho': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (GASS Block 512):
Original[4:9]: [-29 -29 -29 -29 -24]
Recon[4:9]:    [-29 -29 -29 -29 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (GASS Block 512):
Original[4:9]: [-62 -59 -58 -61 -62]
Recon[4:9]:    [-62 -59 -58 -61 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (GASS Block 512):
Original[4:9]: [-75 -77 -78 -78 -75]
Recon[4:9]:    [-75 -77 -78 -78 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (GASS Block 512):
Original[4:9]: [-83 -82 -79 -79 -80]
Recon[4:9]:    [-83 -82 -79 -79 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (GASS Block 512):
Original[4:9]: [-83 -75 -73 -77 -80]
Recon[4:9]:    [-83 -75 -73 -77 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (GASS Block 512):
Original[4:9]: [-64 -67 -67 -65 -65]
Recon[4:9]:    [-64 -67 -67 -65 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (GASS Block 512):
Original[4:9]: [-76 -77 -77 -74 -75]
Recon[4:9]:    [-76 -77 -77 -74 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (GASS Block 512):
Original[4:9]: [-74 -73 -75 -77 -78]
Recon[4:9]:    [-74 -73 -75 -77 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- GASS Block 512 ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------

===== GASS Block 1024 =====
Best params for GASS: {'order': 4, 'mu': 1e-10, 'rho': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (GASS Block 1024):
Original[4:9]: [-29 -29 -29 -29 -24]
Recon[4:9]:    [-29 -29 -29 -29 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (GASS Block 1024):
Original[4:9]: [-75 -77 -78 -78 -75]
Recon[4:9]:    [-75 -77 -78 -78 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (GASS Block 1024):
Original[4:9]: [-83 -75 -73 -77 -80]
Recon[4:9]:    [-83 -75 -73 -77 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (GASS Block 1024):
Original[4:9]: [-76 -77 -77 -74 -75]
Recon[4:9]:    [-76 -77 -77 -74 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- GASS Block 1024 ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------

===== GASS Block 2048 =====
Best params for GASS: {'order': 4, 'mu': 1e-10, 'rho': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (GASS Block 2048):
Original[4:9]: [-29 -29 -29 -29 -24]
Recon[4:9]:    [-29 -29 -29 -29 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (GASS Block 2048):
Original[4:9]: [-83 -75 -73 -77 -80]
Recon[4:9]:    [-83 -75 -73 -77 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- GASS Block 2048 ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------

===== GASS Elgendi Beats =====
Best params for GASS: {'order': 4, 'mu': 1e-10, 'rho': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (GASS Elgendi Beats):
Original[4:9]: [-29 -29 -29 -29 -24]
Recon[4:9]:    [-29 -29 -29 -29 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (GASS Elgendi Beats):
Original[4:9]: [-58 -55 -54 -52 -56]
Recon[4:9]:    [-58 -55 -54 -52 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (GASS Elgendi Beats):
Original[4:9]: [-62 -64 -63 -60 -63]
Recon[4:9]:    [-62 -64 -63 -60 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (GASS Elgendi Beats):
Original[4:9]: [-70 -70 -68 -67 -66]
Recon[4:9]:    [-70 -70 -68 -67 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (GASS Elgendi Beats):
Original[4:9]: [-59 -60 -62 -66 -68]
Recon[4:9]:    [-59 -60 -62 -66 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (GASS Elgendi Beats):
Original[4:9]: [-65 -67 -65 -63 -64]
Recon[4:9]:    [-65 -67 -65 -63 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (GASS Elgendi Beats):
Original[4:9]: [-61 -62 -59 -60 -61]
Recon[4:9]:    [-61 -62 -59 -60 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (GASS Elgendi Beats):
Original[4:9]: [-59 -56 -54 -56 -56]
Recon[4:9]:    [-59 -56 -54 -56 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (GASS Elgendi Beats):
Original[4:9]: [-70 -69 -70 -71 -72]
Recon[4:9]:    [-70 -69 -70 -71 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (GASS Elgendi Beats):
Original[4:9]: [-64 -66 -67 -66 -63]
Recon[4:9]:    [-64 -66 -67 -66 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (GASS Elgendi Beats):
Original[4:9]: [-60 -59 -61 -60 -61]
Recon[4:9]:    [-60 -59 -61 -60 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (GASS Elgendi Beats):
Original[4:9]: [-56 -54 -54 -55 -57]
Recon[4:9]:    [-56 -54 -54 -55 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (GASS Elgendi Beats):
Original[4:9]: [-58 -56 -57 -55 -58]
Recon[4:9]:    [-58 -56 -57 -55 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- GASS Elgendi Beats ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------

===== GASS Hamilton Beats =====
Best params for GASS: {'order': 4, 'mu': 1e-10, 'rho': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (GASS Hamilton Beats):
Original[4:9]: [-29 -29 -29 -29 -24]
Recon[4:9]:    [-29 -29 -29 -29 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (GASS Hamilton Beats):
Original[4:9]: [-58 -55 -54 -52 -56]
Recon[4:9]:    [-58 -55 -54 -52 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (GASS Hamilton Beats):
Original[4:9]: [-62 -64 -63 -60 -63]
Recon[4:9]:    [-62 -64 -63 -60 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (GASS Hamilton Beats):
Original[4:9]: [-70 -70 -68 -67 -66]
Recon[4:9]:    [-70 -70 -68 -67 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (GASS Hamilton Beats):
Original[4:9]: [-60 -62 -66 -68 -66]
Recon[4:9]:    [-60 -62 -66 -68 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (GASS Hamilton Beats):
Original[4:9]: [-65 -67 -65 -63 -64]
Recon[4:9]:    [-65 -67 -65 -63 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (GASS Hamilton Beats):
Original[4:9]: [-61 -62 -59 -60 -61]
Recon[4:9]:    [-61 -62 -59 -60 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (GASS Hamilton Beats):
Original[4:9]: [-59 -56 -54 -56 -56]
Recon[4:9]:    [-59 -56 -54 -56 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (GASS Hamilton Beats):
Original[4:9]: [-70 -69 -70 -71 -72]
Recon[4:9]:    [-70 -69 -70 -71 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (GASS Hamilton Beats):
Original[4:9]: [-64 -66 -67 -66 -63]
Recon[4:9]:    [-64 -66 -67 -66 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (GASS Hamilton Beats):
Original[4:9]: [-60 -59 -61 -60 -61]
Recon[4:9]:    [-60 -59 -61 -60 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (GASS Hamilton Beats):
Original[4:9]: [-56 -54 -54 -55 -57]
Recon[4:9]:    [-56 -54 -54 -55 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- GASS Hamilton Beats ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------

===== GASS Annotation Beats =====
Best params for GASS: {'order': 4, 'mu': 1e-10, 'rho': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (GASS Annotation Beats):
Original[4:9]: [-29 -29 -29 -29 -24]
Recon[4:9]:    [-29 -29 -29 -29 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (GASS Annotation Beats):
Original[4:9]: [-58 -55 -54 -52 -56]
Recon[4:9]:    [-58 -55 -54 -52 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (GASS Annotation Beats):
Original[4:9]: [-62 -64 -63 -60 -63]
Recon[4:9]:    [-62 -64 -63 -60 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (GASS Annotation Beats):
Original[4:9]: [-70 -70 -68 -67 -66]
Recon[4:9]:    [-70 -70 -68 -67 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (GASS Annotation Beats):
Original[4:9]: [-59 -60 -62 -66 -68]
Recon[4:9]:    [-59 -60 -62 -66 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (GASS Annotation Beats):
Original[4:9]: [-65 -67 -65 -63 -64]
Recon[4:9]:    [-65 -67 -65 -63 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (GASS Annotation Beats):
Original[4:9]: [-61 -62 -59 -60 -61]
Recon[4:9]:    [-61 -62 -59 -60 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (GASS Annotation Beats):
Original[4:9]: [-59 -56 -54 -56 -56]
Recon[4:9]:    [-59 -56 -54 -56 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (GASS Annotation Beats):
Original[4:9]: [-70 -69 -70 -71 -72]
Recon[4:9]:    [-70 -69 -70 -71 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (GASS Annotation Beats):
Original[4:9]: [-64 -66 -67 -66 -63]
Recon[4:9]:    [-64 -66 -67 -66 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (GASS Annotation Beats):
Original[4:9]: [-59 -61 -60 -61 -64]
Recon[4:9]:    [-59 -61 -60 -61 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (GASS Annotation Beats):
Original[4:9]: [-54 -54 -55 -57 -60]
Recon[4:9]:    [-54 -54 -55 -57 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (GASS Annotation Beats):
Original[4:9]: [-56 -57 -55 -58 -56]
Recon[4:9]:    [-56 -57 -55 -58 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- GASS Annotation Beats ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
In [14]:
from src.visualization.plotting import plot_segment_with_predictions
from src.analysis.adaptive_filtering import predict_all_segments


idx = 0
for label, segments in segmentations:
    if len(segments) == 0:
        continue
    if idx >= len(segments):
        raise IndexError(f"idx={idx} out of range for {label} (len={len(segments)})")

    lms_params  = all_lms_results[label]["best_params"]
    nlms_params = all_nlms_results[label]["best_params"]
    gass_params = all_gass_results[label]["best_params"]

    lms_preds  = predict_all_segments(segments, "LMS",  lms_params)
    nlms_preds = predict_all_segments(segments, "NLMS", nlms_params)
    gass_preds = predict_all_segments(segments, "GASS", gass_params)

    predictions = {
        "LMS":  lms_preds[idx],
        "NLMS": nlms_preds[idx],
        "GASS": gass_preds[idx],
    }
    orders = {
        "LMS":  int(lms_params["order"]),
        "NLMS": int(nlms_params["order"]),
        "GASS": int(gass_params["order"]),
    }

    plot_segment_with_predictions(
        segment=segments[idx],
        predictions=predictions,
        orders=orders,
        label=label,
        idx=idx,
        which=("LMS","NLMS")
    )

    plot_segment_with_predictions(
        segment=segments[idx],
        predictions=predictions,
        orders=orders,
        label=label,
        idx=idx,
        which=("GASS","NLMS")
    )

    plot_segment_with_predictions(
        segment=segments[idx],
        predictions=predictions,
        orders=orders,
        label=label,
        idx=idx,
        which=("LMS","NLMS","GASS")
    )

Adaptive Filter Ranking¶

This code compares LMS, NLMS, and GASS across all segmentations.
It computes mean L1/L2 errors, ranks methods, shows top performers, and prints a detailed comparison table with best parameters.

In [15]:
import pandas as pd
from src.analysis.adaptive_filtering import calculate_prediction_errors

ranking_data = []

for label, segments in segmentations:
    if len(segments) == 0:
        continue
    
    print(f"\n===== Analyzing {label} =====")

    lms_params = all_lms_results[label]["best_params"]
    nlms_params = all_nlms_results[label]["best_params"]
    gass_params = all_gass_results[label]["best_params"]
    
    lms_preds = predict_all_segments(segments, "LMS", lms_params)
    nlms_preds = predict_all_segments(segments, "NLMS", nlms_params)
    gass_preds = predict_all_segments(segments, "GASS", gass_params)

    methods = {
        "LMS": (lms_preds, lms_params["order"]),
        "NLMS": (nlms_preds, nlms_params["order"]),
        "GASS": (gass_preds, gass_params["order"])
    }
    
    for method_name, (predictions, order) in methods.items():
        l1_mean, l2_mean = calculate_prediction_errors(segments, predictions, order)
        
        ranking_data.append({
            'Method': method_name,
            'Segmentation': label,
            'L1_Norm': l1_mean,
            'L2_Norm': l2_mean,
            'Order': order,
            'Params': str(all_lms_results[label]["best_params"] if method_name == "LMS" else
                         all_nlms_results[label]["best_params"] if method_name == "NLMS" else
                         all_gass_results[label]["best_params"])
        })
        
        print(f"{method_name}: L1={l1_mean:.6f}, L2={l2_mean:.6f} (order={order})")

df_ranking = pd.DataFrame(ranking_data)

print("\n" + "="*80)
print("OVERALL RANKING BY L1 NORM (Original vs Predicted)")
print("="*80)
df_l1_sorted = df_ranking.sort_values('L1_Norm')
for i, row in df_l1_sorted.iterrows():
    print(f"{row['Method']} {row['Segmentation']}: L1={row['L1_Norm']:.6f}")

print("\n" + "="*80)
print("OVERALL RANKING BY L2 NORM (Original vs Predicted)")
print("="*80)
df_l2_sorted = df_ranking.sort_values('L2_Norm')
for i, row in df_l2_sorted.iterrows():
    print(f"{row['Method']} {row['Segmentation']}: L2={row['L2_Norm']:.6f}")

print("\n" + "="*80)
print("TOP 5 PERFORMERS")
print("="*80)
print("\nBest L1 Performance:")
for i in range(min(5, len(df_l1_sorted))):
    row = df_l1_sorted.iloc[i]
    print(f"{i+1}. {row['Method']} {row['Segmentation']}: L1={row['L1_Norm']:.6f}, L2={row['L2_Norm']:.6f}")

print("\nBest L2 Performance:")
for i in range(min(5, len(df_l2_sorted))):
    row = df_l2_sorted.iloc[i]
    print(f"{i+1}. {row['Method']} {row['Segmentation']}: L1={row['L1_Norm']:.6f}, L2={row['L2_Norm']:.6f}")

print("\n" + "="*100)
print("DETAILED COMPARISON TABLE")
print("="*100)
print(f"{'Method':<6} {'Segmentation':<20} {'L1 Norm':<12} {'L2 Norm':<12} {'Order':<6} {'Best Params'}")
print("-" * 100)
for _, row in df_ranking.sort_values('L1_Norm').iterrows():
    print(f"{row['Method']:<6} {row['Segmentation']:<20} {row['L1_Norm']:<12.6f} {row['L2_Norm']:<12.6f} {row['Order']:<6} {row['Params']}")

best_l1 = df_l1_sorted.iloc[0]
best_l2 = df_l2_sorted.iloc[0]

print(f"\nBEST L1 PERFORMER: {best_l1['Method']} {best_l1['Segmentation']} (L1={best_l1['L1_Norm']:.6f})")
print(f"BEST L2 PERFORMER: {best_l2['Method']} {best_l2['Segmentation']} (L2={best_l2['L2_Norm']:.6f})")

ranking_results = {
    'full_data': df_ranking,
    'l1_ranking': df_l1_sorted,
    'l2_ranking': df_l2_sorted,
    'best_l1': best_l1,
    'best_l2': best_l2
}

===== Analyzing Block 512 =====
LMS: L1=12.240404, L2=23.688009 (order=4)
NLMS: L1=49.225640, L2=52.571975 (order=4)
GASS: L1=5.377215, L2=13.724858 (order=4)

===== Analyzing Block 1024 =====
LMS: L1=9.558824, L2=20.978263 (order=4)
NLMS: L1=41.362255, L2=47.109231 (order=4)
GASS: L1=4.334069, L2=10.898458 (order=4)

===== Analyzing Block 2048 =====
LMS: L1=7.429795, L2=17.777462 (order=4)
NLMS: L1=31.134295, L2=39.113535 (order=4)
GASS: L1=3.703278, L2=8.760885 (order=4)

===== Analyzing Elgendi Beats =====
LMS: L1=20.653966, L2=30.446145 (order=4)
NLMS: L1=61.626449, L2=63.653120 (order=4)
GASS: L1=7.946181, L2=17.926338 (order=4)

===== Analyzing Hamilton Beats =====
LMS: L1=19.550467, L2=29.732435 (order=4)
NLMS: L1=61.411480, L2=63.450281 (order=4)
GASS: L1=7.606394, L2=17.402247 (order=4)

===== Analyzing Annotation Beats =====
LMS: L1=20.652309, L2=30.444503 (order=4)
NLMS: L1=61.627767, L2=63.656908 (order=4)
GASS: L1=7.953052, L2=17.931520 (order=4)

================================================================================
OVERALL RANKING BY L1 NORM (Original vs Predicted)
================================================================================
GASS Block 2048: L1=3.703278
GASS Block 1024: L1=4.334069
GASS Block 512: L1=5.377215
LMS Block 2048: L1=7.429795
GASS Hamilton Beats: L1=7.606394
GASS Elgendi Beats: L1=7.946181
GASS Annotation Beats: L1=7.953052
LMS Block 1024: L1=9.558824
LMS Block 512: L1=12.240404
LMS Hamilton Beats: L1=19.550467
LMS Annotation Beats: L1=20.652309
LMS Elgendi Beats: L1=20.653966
NLMS Block 2048: L1=31.134295
NLMS Block 1024: L1=41.362255
NLMS Block 512: L1=49.225640
NLMS Hamilton Beats: L1=61.411480
NLMS Elgendi Beats: L1=61.626449
NLMS Annotation Beats: L1=61.627767

================================================================================
OVERALL RANKING BY L2 NORM (Original vs Predicted)
================================================================================
GASS Block 2048: L2=8.760885
GASS Block 1024: L2=10.898458
GASS Block 512: L2=13.724858
GASS Hamilton Beats: L2=17.402247
LMS Block 2048: L2=17.777462
GASS Elgendi Beats: L2=17.926338
GASS Annotation Beats: L2=17.931520
LMS Block 1024: L2=20.978263
LMS Block 512: L2=23.688009
LMS Hamilton Beats: L2=29.732435
LMS Annotation Beats: L2=30.444503
LMS Elgendi Beats: L2=30.446145
NLMS Block 2048: L2=39.113535
NLMS Block 1024: L2=47.109231
NLMS Block 512: L2=52.571975
NLMS Hamilton Beats: L2=63.450281
NLMS Elgendi Beats: L2=63.653120
NLMS Annotation Beats: L2=63.656908

================================================================================
TOP 5 PERFORMERS
================================================================================

Best L1 Performance:
1. GASS Block 2048: L1=3.703278, L2=8.760885
2. GASS Block 1024: L1=4.334069, L2=10.898458
3. GASS Block 512: L1=5.377215, L2=13.724858
4. LMS Block 2048: L1=7.429795, L2=17.777462
5. GASS Hamilton Beats: L1=7.606394, L2=17.402247

Best L2 Performance:
1. GASS Block 2048: L1=3.703278, L2=8.760885
2. GASS Block 1024: L1=4.334069, L2=10.898458
3. GASS Block 512: L1=5.377215, L2=13.724858
4. GASS Hamilton Beats: L1=7.606394, L2=17.402247
5. LMS Block 2048: L1=7.429795, L2=17.777462

====================================================================================================
DETAILED COMPARISON TABLE
====================================================================================================
Method Segmentation         L1 Norm      L2 Norm      Order  Best Params
----------------------------------------------------------------------------------------------------
GASS   Block 2048           3.703278     8.760885     4      {'order': 4, 'mu': 1e-10, 'rho': 1e-06}
GASS   Block 1024           4.334069     10.898458    4      {'order': 4, 'mu': 1e-10, 'rho': 1e-06}
GASS   Block 512            5.377215     13.724858    4      {'order': 4, 'mu': 1e-10, 'rho': 1e-06}
LMS    Block 2048           7.429795     17.777462    4      {'order': 4, 'mu': 1e-06}
GASS   Hamilton Beats       7.606394     17.402247    4      {'order': 4, 'mu': 1e-10, 'rho': 1e-06}
GASS   Elgendi Beats        7.946181     17.926338    4      {'order': 4, 'mu': 1e-10, 'rho': 1e-06}
GASS   Annotation Beats     7.953052     17.931520    4      {'order': 4, 'mu': 1e-10, 'rho': 1e-06}
LMS    Block 1024           9.558824     20.978263    4      {'order': 4, 'mu': 1e-06}
LMS    Block 512            12.240404    23.688009    4      {'order': 4, 'mu': 1e-06}
LMS    Hamilton Beats       19.550467    29.732435    4      {'order': 4, 'mu': 1e-06}
LMS    Annotation Beats     20.652309    30.444503    4      {'order': 4, 'mu': 1e-06}
LMS    Elgendi Beats        20.653966    30.446145    4      {'order': 4, 'mu': 1e-06}
NLMS   Block 2048           31.134295    39.113535    4      {'order': 4, 'mu': 0.001}
NLMS   Block 1024           41.362255    47.109231    4      {'order': 4, 'mu': 0.001}
NLMS   Block 512            49.225640    52.571975    4      {'order': 4, 'mu': 0.001}
NLMS   Hamilton Beats       61.411480    63.450281    4      {'order': 4, 'mu': 0.001}
NLMS   Elgendi Beats        61.626449    63.653120    4      {'order': 4, 'mu': 0.001}
NLMS   Annotation Beats     61.627767    63.656908    4      {'order': 4, 'mu': 0.001}

BEST L1 PERFORMER: GASS Block 2048 (L1=3.703278)
BEST L2 PERFORMER: GASS Block 2048 (L2=8.760885)

Adaptive Filter Residual Comparison¶

This code creates comparative residual plots for all three adaptive filtering methods (LMS, NLMS, GASS) across different segmentation approaches. The visualizations reveal how each algorithm's prediction errors differ, helping assess which adaptive filtering technique produces the most compressible residuals for ECG signal compression.

In [16]:
from src.visualization.plotting import plot_predictor_residuals

idx = 0

for seg_label, segment_list in segmentations:
    lms_res = all_lms_results[seg_label]['results'][idx]
    nlms_res = all_nlms_results[seg_label]['results'][idx]
    gass_res = all_gass_results[seg_label]['results'][idx]
    resid_dict = {
        "LMS": lms_res.get('q_resid', lms_res.get('residuals')),
        "NLMS": nlms_res.get('q_resid', nlms_res.get('residuals')),
        "GASS": gass_res.get('q_resid', gass_res.get('residuals'))
    }
    order_dict = {
        "LMS": all_lms_results[seg_label]['best_params']['order'],
        "NLMS": all_nlms_results[seg_label]['best_params']['order'],
        "GASS": all_gass_results[seg_label]['best_params']['order']
    }
    plot_predictor_residuals(resid_dict, order_dict, seg_label, idx, "")

Residual Distribution Analysis¶

This code generates residual histograms for all adaptive filtering algorithms across different segmentation methods. The histograms reveal the statistical properties of prediction errors, allowing comparison of how well each adaptive filtering approach preserves signal characteristics and produces compressible residuals.

In [17]:
from src.visualization.plotting import get_all_residuals_lms, plot_residual_histogram_all

# Algorithm results
algo_results = [
    ('LMS', all_lms_results),
    ('NLMS', all_nlms_results),
    ('GASS', all_gass_results)
]

for seg_label, _ in segmentations:
    print(f"\n--- {seg_label} ---")
    for algo_name, result_dict in algo_results:
        if seg_label not in result_dict:
            continue
        results = result_dict[seg_label]['results']
        best_order = result_dict[seg_label]['best_params']['order']
        all_resid = get_all_residuals_lms(results, best_order)
        plot_residual_histogram_all(
            all_resid,
            best_order,
            title=f"{seg_label} - {algo_name} Residuals (order={best_order})"
        )

--- Block 512 ---

--- Block 1024 ---

--- Block 2048 ---

--- Elgendi Beats ---

--- Hamilton Beats ---

--- Annotation Beats ---

Adaptive Filter Compression Metrics¶

This code calculates compression metrics for all adaptive filtering algorithms across different segmentation methods. It processes LMS, NLMS, and GASS results to compute compression ratios, bit rates, and entropy, providing quantitative performance comparisons between the three adaptive filtering approaches.

In [18]:
from src.analysis.compression_analysis import process_all_metrics_predictor

segmentation_blocks = dict(segmentations)

for seg_label, _ in segmentations:
    blocks = segmentation_blocks[seg_label]
    print(f"\n{'='*80}")
    print(f"COMPRESSION METRICS FOR {seg_label}")
    print(f"{'='*80}")
    
    lms_results = all_lms_results[seg_label]['results']
    best_order_lms = all_lms_results[seg_label]['best_params']['order']
    process_all_metrics_predictor(
        lms_results, blocks, best_order_lms, f"LMS ({seg_label})", adc_bits=11
    )

    nlms_results = all_nlms_results[seg_label]['results']
    best_order_nlms = all_nlms_results[seg_label]['best_params']['order']
    process_all_metrics_predictor(
        nlms_results, blocks, best_order_nlms, f"NLMS ({seg_label})", adc_bits=11
    )

    gass_results = all_gass_results[seg_label]['results']
    best_order_gass = all_gass_results[seg_label]['best_params']['order']
    process_all_metrics_predictor(
        gass_results, blocks, best_order_gass, f"GASS ({seg_label})", adc_bits=11
    )

================================================================================
COMPRESSION METRICS FOR Block 512
================================================================================
LMS (Block 512):
 Total residuals: 4032
 [Rice-Golomb] CR (residuals only)=1.805
 [Huffman]     CR (residuals only)=2.098
 Empirical entropy (bits/sample): 5.2121
 --- Including ALL overhead ---
 [Rice-Golomb] CR (full)=1.771, Bit rate=6.2113
 [Huffman]     CR (full)=1.799, Bit rate=6.1151
   > Predictor Overhead: warm-up=352 bits, initial sample=88 bits
   > Entropy Coder Overhead: Rice k=32 bits, Huffman Codebook=3072 bits
----------------------------------------------------------------------
NLMS (Block 512):
 Total residuals: 4032
 [Rice-Golomb] CR (residuals only)=1.363
 [Huffman]     CR (residuals only)=1.923
 Empirical entropy (bits/sample): 5.6945
 --- Including ALL overhead ---
 [Rice-Golomb] CR (full)=1.344, Bit rate=8.1873
 [Huffman]     CR (full)=1.685, Bit rate=6.5275
   > Predictor Overhead: warm-up=352 bits, initial sample=88 bits
   > Entropy Coder Overhead: Rice k=32 bits, Huffman Codebook=2816 bits
----------------------------------------------------------------------
GASS (Block 512):
 Total residuals: 4032
 [Rice-Golomb] CR (residuals only)=2.267
 [Huffman]     CR (residuals only)=2.624
 Empirical entropy (bits/sample): 4.1541
 --- Including ALL overhead ---
 [Rice-Golomb] CR (full)=2.214, Bit rate=4.9695
 [Huffman]     CR (full)=2.250, Bit rate=4.8891
   > Predictor Overhead: warm-up=352 bits, initial sample=88 bits
   > Entropy Coder Overhead: Rice k=32 bits, Huffman Codebook=2368 bits
----------------------------------------------------------------------

================================================================================
COMPRESSION METRICS FOR Block 1024
================================================================================
LMS (Block 1024):
 Total residuals: 4064
 [Rice-Golomb] CR (residuals only)=1.893
 [Huffman]     CR (residuals only)=2.228
 Empirical entropy (bits/sample): 4.8997
 --- Including ALL overhead ---
 [Rice-Golomb] CR (full)=1.874, Bit rate=5.8696
 [Huffman]     CR (full)=1.911, Bit rate=5.7554
   > Predictor Overhead: warm-up=176 bits, initial sample=44 bits
   > Entropy Coder Overhead: Rice k=16 bits, Huffman Codebook=3104 bits
----------------------------------------------------------------------
NLMS (Block 1024):
 Total residuals: 4064
 [Rice-Golomb] CR (residuals only)=1.410
 [Huffman]     CR (residuals only)=1.876
 Empirical entropy (bits/sample): 5.8294
 --- Including ALL overhead ---
 [Rice-Golomb] CR (full)=1.400, Bit rate=7.8588
 [Huffman]     CR (full)=1.656, Bit rate=6.6417
   > Predictor Overhead: warm-up=176 bits, initial sample=44 bits
   > Entropy Coder Overhead: Rice k=16 bits, Huffman Codebook=2944 bits
----------------------------------------------------------------------
GASS (Block 1024):
 Total residuals: 4064
 [Rice-Golomb] CR (residuals only)=2.364
 [Huffman]     CR (residuals only)=2.701
 Empirical entropy (bits/sample): 4.0340
 --- Including ALL overhead ---
 [Rice-Golomb] CR (full)=2.335, Bit rate=4.7114
 [Huffman]     CR (full)=2.385, Bit rate=4.6112
   > Predictor Overhead: warm-up=176 bits, initial sample=44 bits
   > Entropy Coder Overhead: Rice k=16 bits, Huffman Codebook=1968 bits
----------------------------------------------------------------------

================================================================================
COMPRESSION METRICS FOR Block 2048
================================================================================
LMS (Block 2048):
 Total residuals: 4080
 [Rice-Golomb] CR (residuals only)=2.031
 [Huffman]     CR (residuals only)=2.399
 Empirical entropy (bits/sample): 4.5554
 --- Including ALL overhead ---
 [Rice-Golomb] CR (full)=2.020, Bit rate=5.4444
 [Huffman]     CR (full)=2.076, Bit rate=5.2990
   > Predictor Overhead: warm-up=88 bits, initial sample=22 bits
   > Entropy Coder Overhead: Rice k=8 bits, Huffman Codebook=2800 bits
----------------------------------------------------------------------
NLMS (Block 2048):
 Total residuals: 4080
 [Rice-Golomb] CR (residuals only)=1.475
 [Huffman]     CR (residuals only)=1.825
 Empirical entropy (bits/sample): 5.9977
 --- Including ALL overhead ---
 [Rice-Golomb] CR (full)=1.470, Bit rate=7.4843
 [Huffman]     CR (full)=1.619, Bit rate=6.7931
   > Predictor Overhead: warm-up=88 bits, initial sample=22 bits
   > Entropy Coder Overhead: Rice k=8 bits, Huffman Codebook=3008 bits
----------------------------------------------------------------------
GASS (Block 2048):
 Total residuals: 4080
 [Rice-Golomb] CR (residuals only)=2.493
 [Huffman]     CR (residuals only)=2.756
 Empirical entropy (bits/sample): 3.9515
 --- Including ALL overhead ---
 [Rice-Golomb] CR (full)=2.477, Bit rate=4.4407
 [Huffman]     CR (full)=2.477, Bit rate=4.4414
   > Predictor Overhead: warm-up=88 bits, initial sample=22 bits
   > Entropy Coder Overhead: Rice k=8 bits, Huffman Codebook=1728 bits
----------------------------------------------------------------------

================================================================================
COMPRESSION METRICS FOR Elgendi Beats
================================================================================
LMS (Elgendi Beats):
 Total residuals: 3496
 [Rice-Golomb] CR (residuals only)=1.622
 [Huffman]     CR (residuals only)=1.834
 Empirical entropy (bits/sample): 5.9739
 --- Including ALL overhead ---
 [Rice-Golomb] CR (full)=1.571, Bit rate=7.0009
 [Huffman]     CR (full)=1.558, Bit rate=7.0589
   > Predictor Overhead: warm-up=572 bits, initial sample=143 bits
   > Entropy Coder Overhead: Rice k=52 bits, Huffman Codebook=2992 bits
----------------------------------------------------------------------
NLMS (Elgendi Beats):
 Total residuals: 3496
 [Rice-Golomb] CR (residuals only)=1.305
 [Huffman]     CR (residuals only)=1.982
 Empirical entropy (bits/sample): 5.5171
 --- Including ALL overhead ---
 [Rice-Golomb] CR (full)=1.272, Bit rate=8.6453
 [Huffman]     CR (full)=1.679, Bit rate=6.5498
   > Predictor Overhead: warm-up=572 bits, initial sample=143 bits
   > Entropy Coder Overhead: Rice k=52 bits, Huffman Codebook=2784 bits
----------------------------------------------------------------------
GASS (Elgendi Beats):
 Total residuals: 3496
 [Rice-Golomb] CR (residuals only)=2.061
 [Huffman]     CR (residuals only)=2.377
 Empirical entropy (bits/sample): 4.5897
 --- Including ALL overhead ---
 [Rice-Golomb] CR (full)=1.980, Bit rate=5.5561
 [Huffman]     CR (full)=1.992, Bit rate=5.5229
   > Predictor Overhead: warm-up=572 bits, initial sample=143 bits
   > Entropy Coder Overhead: Rice k=52 bits, Huffman Codebook=2416 bits
----------------------------------------------------------------------

================================================================================
COMPRESSION METRICS FOR Hamilton Beats
================================================================================
LMS (Hamilton Beats):
 Total residuals: 3504
 [Rice-Golomb] CR (residuals only)=1.633
 [Huffman]     CR (residuals only)=1.847
 Empirical entropy (bits/sample): 5.9285
 --- Including ALL overhead ---
 [Rice-Golomb] CR (full)=1.586, Bit rate=6.9372
 [Huffman]     CR (full)=1.571, Bit rate=7.0034
   > Predictor Overhead: warm-up=528 bits, initial sample=132 bits
   > Entropy Coder Overhead: Rice k=48 bits, Huffman Codebook=3008 bits
----------------------------------------------------------------------
NLMS (Hamilton Beats):
 Total residuals: 3504
 [Rice-Golomb] CR (residuals only)=1.307
 [Huffman]     CR (residuals only)=1.962
 Empirical entropy (bits/sample): 5.5767
 --- Including ALL overhead ---
 [Rice-Golomb] CR (full)=1.276, Bit rate=8.6182
 [Huffman]     CR (full)=1.665, Bit rate=6.6082
   > Predictor Overhead: warm-up=528 bits, initial sample=132 bits
   > Entropy Coder Overhead: Rice k=48 bits, Huffman Codebook=2848 bits
----------------------------------------------------------------------
GASS (Hamilton Beats):
 Total residuals: 3504
 [Rice-Golomb] CR (residuals only)=2.087
 [Huffman]     CR (residuals only)=2.397
 Empirical entropy (bits/sample): 4.5498
 --- Including ALL overhead ---
 [Rice-Golomb] CR (full)=2.009, Bit rate=5.4740
 [Huffman]     CR (full)=2.012, Bit rate=5.4666
   > Predictor Overhead: warm-up=528 bits, initial sample=132 bits
   > Entropy Coder Overhead: Rice k=48 bits, Huffman Codebook=2416 bits
----------------------------------------------------------------------

================================================================================
COMPRESSION METRICS FOR Annotation Beats
================================================================================
LMS (Annotation Beats):
 Total residuals: 3496
 [Rice-Golomb] CR (residuals only)=1.622
 [Huffman]     CR (residuals only)=1.835
 Empirical entropy (bits/sample): 5.9721
 --- Including ALL overhead ---
 [Rice-Golomb] CR (full)=1.571, Bit rate=7.0006
 [Huffman]     CR (full)=1.561, Bit rate=7.0469
   > Predictor Overhead: warm-up=572 bits, initial sample=143 bits
   > Entropy Coder Overhead: Rice k=52 bits, Huffman Codebook=2960 bits
----------------------------------------------------------------------
NLMS (Annotation Beats):
 Total residuals: 3496
 [Rice-Golomb] CR (residuals only)=1.305
 [Huffman]     CR (residuals only)=1.983
 Empirical entropy (bits/sample): 5.5166
 --- Including ALL overhead ---
 [Rice-Golomb] CR (full)=1.272, Bit rate=8.6459
 [Huffman]     CR (full)=1.680, Bit rate=6.5486
   > Predictor Overhead: warm-up=572 bits, initial sample=143 bits
   > Entropy Coder Overhead: Rice k=52 bits, Huffman Codebook=2784 bits
----------------------------------------------------------------------
GASS (Annotation Beats):
 Total residuals: 3496
 [Rice-Golomb] CR (residuals only)=2.061
 [Huffman]     CR (residuals only)=2.378
 Empirical entropy (bits/sample): 4.5894
 --- Including ALL overhead ---
 [Rice-Golomb] CR (full)=1.980, Bit rate=5.5555
 [Huffman]     CR (full)=1.990, Bit rate=5.5263
   > Predictor Overhead: warm-up=572 bits, initial sample=143 bits
   > Entropy Coder Overhead: Rice k=52 bits, Huffman Codebook=2432 bits
----------------------------------------------------------------------

Comprehensive Adaptive Filter Results¶

This code calculates detailed compression metrics for all adaptive filtering algorithms, including Rice-Golomb and Huffman encoding. It computes compression ratios, bit rates, and entropy while accounting for coefficient overhead, then presents the results in a ranked table to identify the most effective adaptive filtering approach for ECG compression.

In [19]:
from src.analysis.compression_analysis import (
    collect_all_residuals_predictor, empirical_entropy, find_best_k, 
    signed_to_unsigned, huffman_code_lengths, extract_metrics_from_predictor_output
)

results_data_predictor = []

# Process each segmentation type
for seg_label, _ in segmentations:
    blocks = segmentation_blocks[seg_label]
    
    # LMS
    lms_results = all_lms_results[seg_label]['results']
    best_order_lms = all_lms_results[seg_label]['best_params']['order']
    lms_resid = collect_all_residuals_predictor(lms_results, best_order_lms)
    if len(lms_resid) > 0:
        lms_entropy = empirical_entropy(lms_resid)
        lms_rice_bits = find_best_k(lms_resid)[1]
        lms_huff_bits = huffman_code_lengths(signed_to_unsigned(lms_resid))
        lms_total = len(lms_resid) * 11
        lms_overhead = len(lms_results) * best_order_lms * 11 + len(lms_results) * 11
        lms_rice_cr = lms_total / (lms_rice_bits + lms_overhead)
        lms_huff_cr = lms_total / (lms_huff_bits + lms_overhead)
        lms_rice_rate = (lms_rice_bits + lms_overhead) / len(lms_resid)
        lms_huff_rate = (lms_huff_bits + lms_overhead) / len(lms_resid)
        
        extract_metrics_from_predictor_output(results_data_predictor, f"LMS ({seg_label})", lms_rice_cr, lms_rice_rate, lms_huff_cr, lms_huff_rate, lms_entropy)
    
    # NLMS
    nlms_results = all_nlms_results[seg_label]['results']
    best_order_nlms = all_nlms_results[seg_label]['best_params']['order']
    nlms_resid = collect_all_residuals_predictor(nlms_results, best_order_nlms)
    if len(nlms_resid) > 0:
        nlms_entropy = empirical_entropy(nlms_resid)
        nlms_rice_bits = find_best_k(nlms_resid)[1]
        nlms_huff_bits = huffman_code_lengths(signed_to_unsigned(nlms_resid))
        nlms_total = len(nlms_resid) * 11
        nlms_overhead = len(nlms_results) * best_order_nlms * 11 + len(nlms_results) * 11
        nlms_rice_cr = nlms_total / (nlms_rice_bits + nlms_overhead)
        nlms_huff_cr = nlms_total / (nlms_huff_bits + nlms_overhead)
        nlms_rice_rate = (nlms_rice_bits + nlms_overhead) / len(nlms_resid)
        nlms_huff_rate = (nlms_huff_bits + nlms_overhead) / len(nlms_resid)
        
        extract_metrics_from_predictor_output(results_data_predictor, f"NLMS ({seg_label})", nlms_rice_cr, nlms_rice_rate, nlms_huff_cr, nlms_huff_rate, nlms_entropy)
    
    # GASS
    gass_results = all_gass_results[seg_label]['results']
    best_order_gass = all_gass_results[seg_label]['best_params']['order']
    gass_resid = collect_all_residuals_predictor(gass_results, best_order_gass)
    if len(gass_resid) > 0:
        gass_entropy = empirical_entropy(gass_resid)
        gass_rice_bits = find_best_k(gass_resid)[1]
        gass_huff_bits = huffman_code_lengths(signed_to_unsigned(gass_resid))
        gass_total = len(gass_resid) * 11
        gass_overhead = len(gass_results) * best_order_gass * 11 + len(gass_results) * 11
        gass_rice_cr = gass_total / (gass_rice_bits + gass_overhead)
        gass_huff_cr = gass_total / (gass_huff_bits + gass_overhead)
        gass_rice_rate = (gass_rice_bits + gass_overhead) / len(gass_resid)
        gass_huff_rate = (gass_huff_bits + gass_overhead) / len(gass_resid)
        
        extract_metrics_from_predictor_output(results_data_predictor, f"GASS ({seg_label})", gass_rice_cr, gass_rice_rate, gass_huff_cr, gass_huff_rate, gass_entropy)

results_data_predictor.sort(key=lambda x: (-x['CR (full)'], x['Method']))

import pandas as pd

df_predictor = pd.DataFrame(results_data_predictor)
print("Adaptive Predictor Compression Results Summary (Sorted by CR full - highest first):")
print("=" * 100)
print(df_predictor.to_string(index=False, float_format='%.3f'))
print("=" * 100)

Adaptive Predictor Compression Results Summary (Sorted by CR full - highest first):
====================================================================================================
                               Method  CR (full)  Full Bit Rate  Empirical Entropy
          GASS (Block 2048) [Huffman]      2.738          4.018              3.951
          GASS (Block 1024) [Huffman]      2.665          4.127              4.034
           GASS (Block 512) [Huffman]      2.557          4.302              4.154
      GASS (Block 2048) [Rice-Golomb]      2.478          4.439              3.951
           LMS (Block 2048) [Huffman]      2.385          4.613              4.555
      GASS (Block 1024) [Rice-Golomb]      2.337          4.707              4.034
      GASS (Hamilton Beats) [Huffman]      2.303          4.777              4.550
    GASS (Annotation Beats) [Huffman]      2.277          4.831              4.589
       GASS (Elgendi Beats) [Huffman]      2.277          4.832              4.590
       GASS (Block 512) [Rice-Golomb]      2.217          4.962              4.154
           LMS (Block 1024) [Huffman]      2.204          4.992              4.900
            LMS (Block 512) [Huffman]      2.055          5.353              5.212
       LMS (Block 2048) [Rice-Golomb]      2.021          5.442              4.555
  GASS (Hamilton Beats) [Rice-Golomb]      2.015          5.460              4.550
GASS (Annotation Beats) [Rice-Golomb]      1.985          5.541              4.589
   GASS (Elgendi Beats) [Rice-Golomb]      1.985          5.541              4.590
    NLMS (Annotation Beats) [Huffman]      1.912          5.752              5.517
       NLMS (Elgendi Beats) [Huffman]      1.912          5.753              5.517
      NLMS (Hamilton Beats) [Huffman]      1.898          5.795              5.577
           NLMS (Block 512) [Huffman]      1.887          5.829              5.695
       LMS (Block 1024) [Rice-Golomb]      1.875          5.866              4.900
          NLMS (Block 1024) [Huffman]      1.859          5.917              5.829
          NLMS (Block 2048) [Huffman]      1.816          6.056              5.998
       LMS (Hamilton Beats) [Huffman]      1.790          6.145              5.929
     LMS (Annotation Beats) [Huffman]      1.774          6.200              5.972
        LMS (Elgendi Beats) [Huffman]      1.773          6.203              5.974
        LMS (Block 512) [Rice-Golomb]      1.773          6.203              5.212
   LMS (Hamilton Beats) [Rice-Golomb]      1.589          6.924              5.929
 LMS (Annotation Beats) [Rice-Golomb]      1.575          6.986              5.972
    LMS (Elgendi Beats) [Rice-Golomb]      1.575          6.986              5.974
      NLMS (Block 2048) [Rice-Golomb]      1.470          7.482              5.998
      NLMS (Block 1024) [Rice-Golomb]      1.400          7.855              5.829
       NLMS (Block 512) [Rice-Golomb]      1.345          8.179              5.695
  NLMS (Hamilton Beats) [Rice-Golomb]      1.278          8.604              5.577
   NLMS (Elgendi Beats) [Rice-Golomb]      1.275          8.630              5.517
NLMS (Annotation Beats) [Rice-Golomb]      1.274          8.631              5.517
====================================================================================================

Adaptive Filtering Signal Reconstruction¶

Reconstructs full signals from LMS/NLMS/GASS results and generates comparison plots between original and reconstructed signals for all segmentation types.

In [20]:
import numpy as np
from src.analysis.adaptive_filtering import _as_int32, reconstruct_full

label_to_original = {
    "Block 512": original_512,
    "Block 1024": original_1024,
    "Block 2048": original_2048,
    "Elgendi Beats": original_elgendi,
    "Hamilton Beats": original_pt,
}
if 'original_ann' in globals():
    label_to_original["Annotation Beats"] = original_ann

algo_specs = {
    "LMS":  {"results_dict": all_lms_results,  "encode": lms_encode_block,  "decode": lms_decode_block,  "include_rho": False},
    "NLMS": {"results_dict": all_nlms_results, "encode": nlms_encode_block, "decode": nlms_decode_block, "include_rho": False},
    "GASS": {"results_dict": all_gass_results, "encode": gass_encode_block, "decode": gass_decode_block, "include_rho": True},
}

reconstructed_signals = {}

for label, segments in segmentations:
    if label not in label_to_original:
        continue
    original_signal = _as_int32(label_to_original[label])
    for algo, spec in algo_specs.items():
        best_params = spec["results_dict"][label]["best_params"]
        recon = reconstruct_full(
            spec["encode"], spec["decode"],
            [seg.astype(np.int32) for seg in segments],
            best_params,
            include_rho=spec["include_rho"]
        )
        reconstructed_signals[(algo, label)] = recon
        plot_original_vs_reconstructed(
            original_signal, recon, fs,
            title=f"{algo} — {label} (order={best_params['order']}, mu={best_params['mu']}"
                  + (f", rho={best_params['rho']}" if spec["include_rho"] else "")
                  + ")",
            zoom_seconds=2
        )

Full Dataset LPC Analysis¶

This code performs comprehensive LPC analysis on the complete MIT-BIH dataset, processing 10 records with 5-minute segments. It optimizes filter orders using 10-second parameter selection, applies both L2 and L1 norms across multiple segmentation methods, and generates compression metrics for comparative analysis of different approaches.

In [21]:
from src.preprocessing.signal_loading import load_full_ecg_adc, remove_dc_offset
from src.preprocessing.signal_processing import divide_into_blocks, elgendi_qrs_detection, extract_beats_from_rpeaks
from src.analysis.lpc_analysis import tune_order, l2_lpc_predict, l1_lpc_predict, analyze_lpc_for_segments
from src.analysis.compression_analysis import get_metrics_5min

import pandas as pd
import warnings
import os
import wfdb
import numpy as np
from biosppy.signals import ecg

warnings.filterwarnings("ignore", category=UserWarning, module="cvxpy")

record_list_full = ['100', '101', '102', '104', '105', '106', '108', '109', '111', '118']
data_path_full = '../data/'
all_metrics_5min = []

for record_name in record_list_full:
   print(f"\nProcessing record {record_name}...")

   full_adc_raw, full_fs, _, full_baseline = load_full_ecg_adc(record_name, data_path=data_path_full, channel=0)
   if full_adc_raw is None:
       print(f"Skipping record {record_name} due to loading error.")
       continue
   full_adc_processed_5min, _ = remove_dc_offset(full_adc_raw, full_baseline)

   try:
       ann = wfdb.rdann(os.path.join(data_path_full, record_name), 'atr')
       beat_symbols = ['N', 'L', 'R', 'A', 'V', 'e', 'j', 'E', 'a', 'S', 'F', 'Q', 'f']
       ann_indices = [i for i, s in enumerate(ann.symbol) if s in beat_symbols]
       r_peaks_ann_full = np.array(ann.sample)[ann_indices]
   except Exception:
       r_peaks_ann_full = np.array([])

   duration_10s = 10
   end_sample_10s = int(duration_10s * full_fs)
   ten_sec = full_adc_processed_5min[:end_sample_10s]
   r_peaks_ann_10s = r_peaks_ann_full[(r_peaks_ann_full < end_sample_10s)]

   blocks_512_10s = divide_into_blocks(ten_sec, block_size=512)
   blocks_1024_10s = divide_into_blocks(ten_sec, block_size=1024)
   blocks_2048_10s = divide_into_blocks(ten_sec, block_size=2048)
   beats_Elgendi_10s, _ = elgendi_qrs_detection(ten_sec, fs=full_fs)
   rpeaks_Hamilton_10s = ecg.ecg(signal=ten_sec, sampling_rate=full_fs, show=False)['rpeaks']
   beats_Hamilton_10s = extract_beats_from_rpeaks(ten_sec, rpeaks_Hamilton_10s)
   beats_Annotations_10s = extract_beats_from_rpeaks(ten_sec, r_peaks_ann_10s)

   orders = [4, 6, 8, 10, 12]
   best_order_l2_512, _ = tune_order(blocks_512_10s, orders, l2_lpc_predict, norm='l2')
   best_order_l1_512, _ = tune_order(blocks_512_10s, orders, l1_lpc_predict, norm='l1')
   best_order_l2_1024, _ = tune_order(blocks_1024_10s, orders, l2_lpc_predict, norm='l2')
   best_order_l1_1024, _ = tune_order(blocks_1024_10s, orders, l1_lpc_predict, norm='l1')
   best_order_l2_2048, _ = tune_order(blocks_2048_10s, orders, l2_lpc_predict, norm='l2')
   best_order_l1_2048, _ = tune_order(blocks_2048_10s, orders, l1_lpc_predict, norm='l1')
   best_order_l2_elgendi, _ = tune_order(beats_Elgendi_10s, orders, l2_lpc_predict, norm='l2')
   best_order_l1_elgendi, _ = tune_order(beats_Elgendi_10s, orders, l1_lpc_predict, norm='l1')
   best_order_l2_pan, _ = tune_order(beats_Hamilton_10s, orders, l2_lpc_predict, norm='l2')
   best_order_l1_pan, _ = tune_order(beats_Hamilton_10s, orders, l1_lpc_predict, norm='l1')
   best_order_l2_ann, _ = tune_order(beats_Annotations_10s, orders, l2_lpc_predict, norm='l2')
   best_order_l1_ann, _ = tune_order(beats_Annotations_10s, orders, l1_lpc_predict, norm='l1')

   segment_len_5min = int(5 * 60 * full_fs)
   segment_5min = full_adc_processed_5min[:segment_len_5min]
   r_peaks_ann_5min = r_peaks_ann_full[(r_peaks_ann_full < segment_len_5min)]

   blocks_512 = divide_into_blocks(segment_5min, block_size=512)
   blocks_1024 = divide_into_blocks(segment_5min, block_size=1024)
   blocks_2048 = divide_into_blocks(segment_5min, block_size=2048)
   beats_Elgendi, _ = elgendi_qrs_detection(segment_5min, fs=full_fs)
   rpeaks_Hamilton = ecg.ecg(signal=segment_5min, sampling_rate=full_fs, show=False)['rpeaks']
   beats_Hamilton = extract_beats_from_rpeaks(segment_5min, rpeaks_Hamilton)
   beats_Annotations = extract_beats_from_rpeaks(segment_5min, r_peaks_ann_5min)

   metrics_5min = {}
   for label, segs, order_l2, order_l1 in [
       ("Block 512",      blocks_512,      best_order_l2_512,      best_order_l1_512),
       ("Block 1024",     blocks_1024,     best_order_l2_1024,     best_order_l1_1024),
       ("Block 2048",     blocks_2048,     best_order_l2_2048,     best_order_l1_2048),
       ("Elgendi Beats",  beats_Elgendi,   best_order_l2_elgendi,  best_order_l1_elgendi),
       ("Hamilton",    beats_Hamilton, best_order_l2_pan,    best_order_l1_pan),
       ("Annotations",    beats_Annotations, best_order_l2_ann,    best_order_l1_ann),
   ]:
       try:
           l2_results, l1_results, norm_metrics = analyze_lpc_for_segments(
               segs, order_l2, order_l1, label=label
           )
           
           compression_metrics_l2 = get_metrics_5min(l2_results, order_l2)
           compression_metrics_l1 = get_metrics_5min(l1_results, order_l1)
           
           metrics_5min[label + " L2"] = compression_metrics_l2
           if 'l2_lpc_mean_l2' in norm_metrics:
               metrics_5min[label + " L2"]['mean_l2'] = norm_metrics['l2_lpc_mean_l2']
               metrics_5min[label + " L2"]['mean_l1'] = norm_metrics['l2_lpc_mean_l1']
           
           metrics_5min[label + " L1"] = compression_metrics_l1
           if 'l1_lpc_mean_l2' in norm_metrics:
               metrics_5min[label + " L1"]['mean_l2'] = norm_metrics['l1_lpc_mean_l2']
               metrics_5min[label + " L1"]['mean_l1'] = norm_metrics['l1_lpc_mean_l1']
               
       except Exception as e:
           print(f"Error processing {label} for record {record_name}: {e}")
           metrics_5min[label + " L2"] = get_metrics_5min([], order_l2)
           metrics_5min[label + " L1"] = get_metrics_5min([], order_l1)
   
   all_metrics_5min.append(metrics_5min)

flat_5min = []
for metrics in all_metrics_5min:
   row = {}
   for k, v in metrics.items():
       for m, val in v.items():
           row[f"{k} {m}"] = val
   flat_5min.append(row)

df_5min = pd.DataFrame(flat_5min, index=record_list_full[:len(flat_5min)])
df_5min.index.name = 'Record'

print("\n=== ALL METRICS FOR 5 MINUTES SEGMENT ===")
pd.set_option('display.max_columns', None)
print(df_5min)

df_5min.to_csv('../results/lpc_compression_results_all_with_norms.csv')

Processing record 100...

Loading FULL record 100 (ADC units)...
Loaded 650000 ADC samples at 360 Hz
Best order=12 (avg l2-norm=3.9759)
Best order=12 (avg l1-norm=2.3704)
Best order=12 (avg l2-norm=4.2430)
Best order=12 (avg l1-norm=2.4264)
Best order=12 (avg l2-norm=4.2954)
Best order=12 (avg l1-norm=2.4349)
Best order=12 (avg l2-norm=4.1219)
Best order=12 (avg l1-norm=2.6952)
Best order=12 (avg l2-norm=4.1126)
Best order=12 (avg l1-norm=2.6841)
Best order=12 (avg l2-norm=4.1217)
Best order=12 (avg l1-norm=2.6954)
---- Block 512 L2-LPC ----
Mean L2 norm=4.01852, mean L1 norm=2.86616
---- Block 512 L1-LPC ----
Mean L2 norm=4.68578, mean L1 norm=2.63072
------------------------
---- Block 1024 L2-LPC ----
Mean L2 norm=4.04796, mean L1 norm=2.87085
---- Block 1024 L1-LPC ----
Mean L2 norm=4.68786, mean L1 norm=2.64995
------------------------
---- Block 2048 L2-LPC ----
Mean L2 norm=4.06664, mean L1 norm=2.87911
---- Block 2048 L1-LPC ----
Mean L2 norm=4.70380, mean L1 norm=2.66322
------------------------
---- Elgendi Beats L2-LPC ----
Mean L2 norm=4.02573, mean L1 norm=2.88878
---- Elgendi Beats L1-LPC ----
Mean L2 norm=4.71064, mean L1 norm=2.63741
------------------------
---- Hamilton L2-LPC ----
Mean L2 norm=4.02563, mean L1 norm=2.88865
---- Hamilton L1-LPC ----
Mean L2 norm=4.70974, mean L1 norm=2.63720
------------------------
---- Annotations L2-LPC ----
Mean L2 norm=4.02558, mean L1 norm=2.88858
---- Annotations L1-LPC ----
Mean L2 norm=4.71058, mean L1 norm=2.63726
------------------------

Processing record 101...

Loading FULL record 101 (ADC units)...
Loaded 650000 ADC samples at 360 Hz
Best order=12 (avg l2-norm=3.9310)
Best order=12 (avg l1-norm=2.3915)
Best order=12 (avg l2-norm=4.1311)
Best order=12 (avg l1-norm=2.4447)
Best order=12 (avg l2-norm=4.2896)
Best order=12 (avg l1-norm=2.5030)
Best order=12 (avg l2-norm=4.2158)
Best order=12 (avg l1-norm=2.7725)
Best order=12 (avg l2-norm=4.2128)
Best order=12 (avg l1-norm=2.7707)
Best order=12 (avg l2-norm=4.2158)
Best order=12 (avg l1-norm=2.7725)
---- Block 512 L2-LPC ----
Mean L2 norm=4.43960, mean L1 norm=3.19788
---- Block 512 L1-LPC ----
Mean L2 norm=5.02974, mean L1 norm=2.98346
------------------------
---- Block 1024 L2-LPC ----
Mean L2 norm=4.49755, mean L1 norm=3.21596
---- Block 1024 L1-LPC ----
Mean L2 norm=5.00268, mean L1 norm=3.01708
------------------------
---- Block 2048 L2-LPC ----
Mean L2 norm=4.54314, mean L1 norm=3.23874
---- Block 2048 L1-LPC ----
Mean L2 norm=5.02658, mean L1 norm=3.04966
------------------------
---- Elgendi Beats L2-LPC ----
Mean L2 norm=4.47318, mean L1 norm=3.23716
---- Elgendi Beats L1-LPC ----
Mean L2 norm=5.00178, mean L1 norm=3.00950
------------------------
---- Hamilton L2-LPC ----
Mean L2 norm=4.47164, mean L1 norm=3.23717
---- Hamilton L1-LPC ----
Mean L2 norm=4.99995, mean L1 norm=3.00988
------------------------
---- Annotations L2-LPC ----
Mean L2 norm=4.47101, mean L1 norm=3.23685
---- Annotations L1-LPC ----
Mean L2 norm=5.00075, mean L1 norm=3.00987
------------------------

Processing record 102...

Loading FULL record 102 (ADC units)...
Loaded 650000 ADC samples at 360 Hz
Best order=12 (avg l2-norm=4.4090)
Best order=12 (avg l1-norm=2.3267)
Best order=12 (avg l2-norm=4.5791)
Best order=12 (avg l1-norm=2.3577)
Best order=12 (avg l2-norm=4.7284)
Best order=12 (avg l1-norm=2.3942)
Best order=12 (avg l2-norm=4.6962)
Best order=12 (avg l1-norm=2.6531)
Best order=12 (avg l2-norm=4.7068)
Best order=12 (avg l1-norm=2.6595)
Best order=4 (avg l2-norm=inf)
Best order=4 (avg l1-norm=inf)
---- Block 512 L2-LPC ----
Mean L2 norm=4.15187, mean L1 norm=2.77575
---- Block 512 L1-LPC ----
Mean L2 norm=4.74359, mean L1 norm=2.48934
------------------------
---- Block 1024 L2-LPC ----
Mean L2 norm=4.20070, mean L1 norm=2.79426
---- Block 1024 L1-LPC ----
Mean L2 norm=4.78506, mean L1 norm=2.51420
------------------------
---- Block 2048 L2-LPC ----
Mean L2 norm=4.24013, mean L1 norm=2.81197
---- Block 2048 L1-LPC ----
Mean L2 norm=4.83587, mean L1 norm=2.53358
------------------------
---- Elgendi Beats L2-LPC ----
Mean L2 norm=4.19550, mean L1 norm=2.81189
---- Elgendi Beats L1-LPC ----
Mean L2 norm=4.82272, mean L1 norm=2.50319
------------------------
---- Hamilton L2-LPC ----
Mean L2 norm=4.19702, mean L1 norm=2.81348
---- Hamilton L1-LPC ----
Mean L2 norm=4.82405, mean L1 norm=2.50449
------------------------
---- Annotations L2-LPC ----
Mean L2 norm=3.29314, mean L1 norm=2.41828
---- Annotations L1-LPC ----
Mean L2 norm=3.46470, mean L1 norm=2.32275
------------------------

Processing record 104...

Loading FULL record 104 (ADC units)...
Loaded 650000 ADC samples at 360 Hz
Best order=12 (avg l2-norm=5.8337)
Best order=12 (avg l1-norm=2.7247)
Best order=12 (avg l2-norm=6.2619)
Best order=12 (avg l1-norm=2.7779)
Best order=12 (avg l2-norm=6.3795)
Best order=12 (avg l1-norm=2.7885)
Best order=6 (avg l2-norm=6.1176)
Best order=12 (avg l1-norm=3.0798)
Best order=12 (avg l2-norm=6.0833)
Best order=12 (avg l1-norm=3.0754)
Best order=12 (avg l2-norm=6.0889)
Best order=12 (avg l1-norm=3.1109)
---- Block 512 L2-LPC ----
Mean L2 norm=6.06381, mean L1 norm=4.00960
---- Block 512 L1-LPC ----
Mean L2 norm=6.71271, mean L1 norm=3.67582
------------------------
---- Block 1024 L2-LPC ----
Mean L2 norm=6.16968, mean L1 norm=4.05002
---- Block 1024 L1-LPC ----
Mean L2 norm=6.78796, mean L1 norm=3.73375
------------------------
---- Block 2048 L2-LPC ----
Mean L2 norm=6.26170, mean L1 norm=4.10097
---- Block 2048 L1-LPC ----
Mean L2 norm=6.84814, mean L1 norm=3.79985
------------------------
---- Elgendi Beats L2-LPC ----
Mean L2 norm=6.19553, mean L1 norm=4.14133
---- Elgendi Beats L1-LPC ----
Mean L2 norm=6.83875, mean L1 norm=3.73022
------------------------
---- Hamilton L2-LPC ----
Mean L2 norm=6.12718, mean L1 norm=4.08479
---- Hamilton L1-LPC ----
Mean L2 norm=6.83632, mean L1 norm=3.71106
------------------------
---- Annotations L2-LPC ----
Mean L2 norm=5.86937, mean L1 norm=3.98883
---- Annotations L1-LPC ----
Mean L2 norm=6.39818, mean L1 norm=3.70709
------------------------

Processing record 105...

Loading FULL record 105 (ADC units)...
Loaded 650000 ADC samples at 360 Hz
Best order=12 (avg l2-norm=3.3834)
Best order=12 (avg l1-norm=2.2015)
Best order=12 (avg l2-norm=3.5681)
Best order=12 (avg l1-norm=2.2437)
Best order=12 (avg l2-norm=3.6111)
Best order=12 (avg l1-norm=2.2569)
Best order=12 (avg l2-norm=3.3950)
Best order=12 (avg l1-norm=2.4814)
Best order=12 (avg l2-norm=3.3864)
Best order=12 (avg l1-norm=2.4699)
Best order=12 (avg l2-norm=3.3950)
Best order=12 (avg l1-norm=2.4814)
---- Block 512 L2-LPC ----
Mean L2 norm=3.50265, mean L1 norm=2.65995
---- Block 512 L1-LPC ----
Mean L2 norm=3.65644, mean L1 norm=2.58647
------------------------
---- Block 1024 L2-LPC ----
Mean L2 norm=3.52530, mean L1 norm=2.66448
---- Block 1024 L1-LPC ----
Mean L2 norm=3.66577, mean L1 norm=2.60012
------------------------
---- Block 2048 L2-LPC ----
Mean L2 norm=3.54143, mean L1 norm=2.67246
---- Block 2048 L1-LPC ----
Mean L2 norm=3.67254, mean L1 norm=2.61355
------------------------
---- Elgendi Beats L2-LPC ----
Mean L2 norm=3.49871, mean L1 norm=2.66743
---- Elgendi Beats L1-LPC ----
Mean L2 norm=3.67922, mean L1 norm=2.57424
------------------------
---- Hamilton L2-LPC ----
Mean L2 norm=3.49919, mean L1 norm=2.66801
---- Hamilton L1-LPC ----
Mean L2 norm=3.67916, mean L1 norm=2.57482
------------------------
---- Annotations L2-LPC ----
Mean L2 norm=3.49861, mean L1 norm=2.66739
---- Annotations L1-LPC ----
Mean L2 norm=3.67940, mean L1 norm=2.57418
------------------------

Processing record 106...

Loading FULL record 106 (ADC units)...
Loaded 650000 ADC samples at 360 Hz
Best order=12 (avg l2-norm=6.5696)
Best order=12 (avg l1-norm=3.5497)
Best order=12 (avg l2-norm=7.0238)
Best order=12 (avg l1-norm=3.6488)
Best order=12 (avg l2-norm=7.1527)
Best order=12 (avg l1-norm=3.6783)
Best order=12 (avg l2-norm=6.9458)
Best order=12 (avg l1-norm=4.0839)
Best order=12 (avg l2-norm=6.9470)
Best order=12 (avg l1-norm=4.0847)
Best order=12 (avg l2-norm=7.0614)
Best order=12 (avg l1-norm=4.1329)
---- Block 512 L2-LPC ----
Mean L2 norm=4.96215, mean L1 norm=3.42677
---- Block 512 L1-LPC ----
Mean L2 norm=5.42886, mean L1 norm=3.23637
------------------------
---- Block 1024 L2-LPC ----
Mean L2 norm=5.04697, mean L1 norm=3.45601
---- Block 1024 L1-LPC ----
Mean L2 norm=5.46111, mean L1 norm=3.28418
------------------------
---- Block 2048 L2-LPC ----
Mean L2 norm=5.10037, mean L1 norm=3.47783
---- Block 2048 L1-LPC ----
Mean L2 norm=5.48753, mean L1 norm=3.31587
------------------------
---- Elgendi Beats L2-LPC ----
Mean L2 norm=5.01847, mean L1 norm=3.48173
---- Elgendi Beats L1-LPC ----
Mean L2 norm=5.45530, mean L1 norm=3.28171
------------------------
---- Hamilton L2-LPC ----
Mean L2 norm=5.06356, mean L1 norm=3.49710
---- Hamilton L1-LPC ----
Mean L2 norm=5.52244, mean L1 norm=3.29190
------------------------
---- Annotations L2-LPC ----
Mean L2 norm=5.01869, mean L1 norm=3.48185
---- Annotations L1-LPC ----
Mean L2 norm=5.45549, mean L1 norm=3.28169
------------------------

Processing record 108...

Loading FULL record 108 (ADC units)...
Loaded 650000 ADC samples at 360 Hz
Best order=12 (avg l2-norm=3.5105)
Best order=12 (avg l1-norm=2.1075)
Best order=10 (avg l2-norm=3.7646)
Best order=10 (avg l1-norm=2.1864)
Best order=10 (avg l2-norm=3.9097)
Best order=10 (avg l1-norm=2.2088)
Best order=12 (avg l2-norm=3.1282)
Best order=12 (avg l1-norm=2.3397)
Best order=12 (avg l2-norm=3.0213)
Best order=12 (avg l1-norm=2.2603)
Best order=12 (avg l2-norm=3.1346)
Best order=12 (avg l1-norm=2.3440)
---- Block 512 L2-LPC ----
Mean L2 norm=3.57582, mean L1 norm=2.71713
---- Block 512 L1-LPC ----
Mean L2 norm=3.67327, mean L1 norm=2.66247
------------------------
---- Block 1024 L2-LPC ----
Mean L2 norm=3.63560, mean L1 norm=2.74567
---- Block 1024 L1-LPC ----
Mean L2 norm=3.71999, mean L1 norm=2.70204
------------------------
---- Block 2048 L2-LPC ----
Mean L2 norm=3.67750, mean L1 norm=2.76539
---- Block 2048 L1-LPC ----
Mean L2 norm=3.75660, mean L1 norm=2.72538
------------------------
---- Elgendi Beats L2-LPC ----
Mean L2 norm=3.61078, mean L1 norm=2.75557
---- Elgendi Beats L1-LPC ----
Mean L2 norm=3.71795, mean L1 norm=2.69298
------------------------
---- Hamilton L2-LPC ----
Mean L2 norm=3.57788, mean L1 norm=2.73056
---- Hamilton L1-LPC ----
Mean L2 norm=3.68462, mean L1 norm=2.66795
------------------------
---- Annotations L2-LPC ----
Mean L2 norm=3.57838, mean L1 norm=2.72633
---- Annotations L1-LPC ----
Mean L2 norm=3.68488, mean L1 norm=2.66536
------------------------

Processing record 109...

Loading FULL record 109 (ADC units)...
Loaded 650000 ADC samples at 360 Hz
Best order=12 (avg l2-norm=3.5806)
Best order=12 (avg l1-norm=2.4675)
Best order=12 (avg l2-norm=3.9212)
Best order=12 (avg l1-norm=2.5198)
Best order=12 (avg l2-norm=4.0342)
Best order=12 (avg l1-norm=2.5577)
Best order=12 (avg l2-norm=3.5572)
Best order=12 (avg l1-norm=2.7135)
Best order=12 (avg l2-norm=3.5778)
Best order=12 (avg l1-norm=2.7295)
Best order=12 (avg l2-norm=3.5692)
Best order=12 (avg l1-norm=2.7156)
---- Block 512 L2-LPC ----
Mean L2 norm=3.30817, mean L1 norm=2.50417
---- Block 512 L1-LPC ----
Mean L2 norm=3.41096, mean L1 norm=2.44602
------------------------
---- Block 1024 L2-LPC ----
Mean L2 norm=3.32423, mean L1 norm=2.50461
---- Block 1024 L1-LPC ----
Mean L2 norm=3.41708, mean L1 norm=2.45545
------------------------
---- Block 2048 L2-LPC ----
Mean L2 norm=3.33989, mean L1 norm=2.51169
---- Block 2048 L1-LPC ----
Mean L2 norm=3.42685, mean L1 norm=2.46690
------------------------
---- Elgendi Beats L2-LPC ----
Mean L2 norm=3.30225, mean L1 norm=2.51719
---- Elgendi Beats L1-LPC ----
Mean L2 norm=3.42795, mean L1 norm=2.44202
------------------------
---- Hamilton L2-LPC ----
Mean L2 norm=3.30234, mean L1 norm=2.51692
---- Hamilton L1-LPC ----
Mean L2 norm=3.42762, mean L1 norm=2.44193
------------------------
---- Annotations L2-LPC ----
Mean L2 norm=3.30254, mean L1 norm=2.51709
---- Annotations L1-LPC ----
Mean L2 norm=3.42832, mean L1 norm=2.44193
------------------------

Processing record 111...

Loading FULL record 111 (ADC units)...
Loaded 650000 ADC samples at 360 Hz
Best order=12 (avg l2-norm=3.2270)
Best order=12 (avg l1-norm=2.1610)
Best order=12 (avg l2-norm=3.4209)
Best order=12 (avg l1-norm=2.2316)
Best order=12 (avg l2-norm=3.4490)
Best order=12 (avg l1-norm=2.2436)
Best order=12 (avg l2-norm=3.3253)
Best order=12 (avg l1-norm=2.4734)
Best order=12 (avg l2-norm=3.3245)
Best order=12 (avg l1-norm=2.4722)
Best order=12 (avg l2-norm=3.3543)
Best order=12 (avg l1-norm=2.4919)
---- Block 512 L2-LPC ----
Mean L2 norm=3.36200, mean L1 norm=2.57238
---- Block 512 L1-LPC ----
Mean L2 norm=3.47539, mean L1 norm=2.51367
------------------------
---- Block 1024 L2-LPC ----
Mean L2 norm=3.39296, mean L1 norm=2.58597
---- Block 1024 L1-LPC ----
Mean L2 norm=3.48661, mean L1 norm=2.53592
------------------------
---- Block 2048 L2-LPC ----
Mean L2 norm=3.41266, mean L1 norm=2.59840
---- Block 2048 L1-LPC ----
Mean L2 norm=3.49842, mean L1 norm=2.55318
------------------------
---- Elgendi Beats L2-LPC ----
Mean L2 norm=3.36949, mean L1 norm=2.58663
---- Elgendi Beats L1-LPC ----
Mean L2 norm=3.49394, mean L1 norm=2.51711
------------------------
---- Hamilton L2-LPC ----
Mean L2 norm=3.36975, mean L1 norm=2.58697
---- Hamilton L1-LPC ----
Mean L2 norm=3.49451, mean L1 norm=2.51755
------------------------
---- Annotations L2-LPC ----
Mean L2 norm=3.36919, mean L1 norm=2.58667
---- Annotations L1-LPC ----
Mean L2 norm=3.49288, mean L1 norm=2.51723
------------------------

Processing record 118...

Loading FULL record 118 (ADC units)...
Loaded 650000 ADC samples at 360 Hz
Best order=12 (avg l2-norm=4.9762)
Best order=12 (avg l1-norm=2.9693)
Best order=12 (avg l2-norm=5.4749)
Best order=12 (avg l1-norm=3.0494)
Best order=12 (avg l2-norm=6.0177)
Best order=12 (avg l1-norm=3.1621)
Best order=12 (avg l2-norm=4.5308)
Best order=12 (avg l1-norm=3.3440)
Best order=12 (avg l2-norm=4.4411)
Best order=12 (avg l1-norm=3.2728)
Best order=12 (avg l2-norm=4.5295)
Best order=12 (avg l1-norm=3.3427)
---- Block 512 L2-LPC ----
Mean L2 norm=4.58165, mean L1 norm=3.43730
---- Block 512 L1-LPC ----
Mean L2 norm=4.98214, mean L1 norm=3.27822
------------------------
---- Block 1024 L2-LPC ----
Mean L2 norm=4.61958, mean L1 norm=3.44707
---- Block 1024 L1-LPC ----
Mean L2 norm=4.99600, mean L1 norm=3.30026
------------------------
---- Block 2048 L2-LPC ----
Mean L2 norm=4.65126, mean L1 norm=3.46513
---- Block 2048 L1-LPC ----
Mean L2 norm=5.01636, mean L1 norm=3.32624
------------------------
---- Elgendi Beats L2-LPC ----
Mean L2 norm=4.58310, mean L1 norm=3.46156
---- Elgendi Beats L1-LPC ----
Mean L2 norm=4.98755, mean L1 norm=3.28505
------------------------
---- Hamilton L2-LPC ----
Mean L2 norm=4.57900, mean L1 norm=3.45792
---- Hamilton L1-LPC ----
Mean L2 norm=4.98378, mean L1 norm=3.28169
------------------------
---- Annotations L2-LPC ----
Mean L2 norm=4.58340, mean L1 norm=3.46205
---- Annotations L1-LPC ----
Mean L2 norm=4.98766, mean L1 norm=3.28547
------------------------

=== ALL METRICS FOR 5 MINUTES SEGMENT ===
        Block 512 L2 cr_rice  Block 512 L2 cr_rice_full  \
Record                                                    
100                 2.771701                   2.378542   
101                 2.666082                   2.300338   
102                 2.804000                   2.402289   
104                 2.430031                   2.122449   
105                 2.848412                   2.434813   
106                 2.594537                   2.246880   
108                 2.818971                   2.413269   
109                 2.901156                   2.473248   
111                 2.871608                   2.451742   
118                 2.586868                   2.241126   

        Block 512 L2 bit_rate_rice_full  Block 512 L2 cr_huff  \
Record                                                          
100                            4.624682              2.788176   
101                            4.781905              2.673994   
102                            4.578967              2.843972   
104                            5.182692              2.483825   
105                            4.517801              2.862633   
106                            4.895678              2.613280   
108                            4.558133              2.829598   
109                            4.447592              2.927997   
111                            4.486607              2.896984   
118                            4.908246              2.600269   

        Block 512 L2 cr_huff_full  Block 512 L2 bit_rate_huff_full  \
Record                                                               
100                      2.389699                         4.603090   
101                      2.304523                         4.773223   
102                      2.428780                         4.529024   
104                      2.158335                         5.096521   
105                      2.445588                         4.497896   
106                      2.255842                         4.876227   
108                      2.420790                         4.543972   
109                      2.493736                         4.411052   
111                      2.471121                         4.451422   
118                      2.250462                         4.887886   

        Block 512 L2 entropy  Block 512 L2 mean_l2  Block 512 L2 mean_l1  \
Record                                                                     
100                 3.918242              4.018520              2.866156   
101                 4.083016              4.439598              3.197880   
102                 3.845069              4.151870              2.775750   
104                 4.388130              6.063813              4.009603   
105                 3.816453              3.502646              2.659951   
106                 4.172497              4.962153              3.426772   
108                 3.863783              3.575816              2.717127   
109                 3.733089              3.308171              2.504168   
111                 3.775399              3.362001              2.572385   
118                 4.187106              4.581654              3.437297   

        Block 512 L1 cr_rice  Block 512 L1 cr_rice_full  \
Record                                                    
100                 2.828535                   2.420275   
101                 2.715611                   2.337117   
102                 2.882829                   2.459916   
104                 2.506696                   2.180702   
105                 2.857952                   2.441780   
106                 2.638645                   2.279885   
108                 2.824391                   2.417240   
109                 2.908879                   2.478859   
111                 2.881297                   2.458801   
118                 2.625007                   2.269696   

        Block 512 L1 bit_rate_rice_full  Block 512 L1 cr_huff  \
Record                                                          
100                            4.544938              2.923233   
101                            4.706654              2.777545   
102                            4.471697              2.998522   
104                            5.044246              2.585197   
105                            4.504910              2.878624   
106                            4.824806              2.694069   
108                            4.550645              2.836465   
109                            4.437526              2.931518   
111                            4.473725              2.902992   
118                            4.846464              2.655078   

        Block 512 L1 cr_huff_full  Block 512 L1 bit_rate_huff_full  \
Record                                                               
100                      2.485671                         4.425365   
101                      2.378917                         4.623953   
102                      2.537943                         4.334218   
104                      2.232409                         4.927412   
105                      2.456334                         4.478218   
106                      2.314312                         4.753033   
108                      2.425247                         4.535621   
109                      2.495688                         4.407602   
111                      2.474561                         4.445232   
118                      2.290242                         4.802986   

        Block 512 L1 entropy  Block 512 L1 mean_l2  Block 512 L1 mean_l1  \
Record                                                                     
100                 3.728376              4.685780              2.630720   
101                 3.934505              5.029739              2.983464   
102                 3.623790              4.743588              2.489336   
104                 4.225679              6.712711              3.675820   
105                 3.796479              3.656440              2.586466   
106                 4.057268              5.428861              3.236368   
108                 3.850561              3.673269              2.662471   
109                 3.724188              3.410961              2.446018   
111                 3.763782              3.475394              2.513671   
118                 4.110216              4.982135              3.278223   

        Block 1024 L2 cr_rice  Block 1024 L2 cr_rice_full  \
Record                                                      
100                  2.769323                    2.560402   
101                  2.658885                    2.465714   
102                  2.795845                    2.583057   
104                  2.419033                    2.258086   
105                  2.843998                    2.624105   
106                  2.585587                    2.402552   
108                  2.807490                    2.626359   
109                  2.899664                    2.671424   
111                  2.867218                    2.643861   
118                  2.583023                    2.400338   

        Block 1024 L2 bit_rate_rice_full  Block 1024 L2 cr_huff  \
Record                                                            
100                             4.296200               2.786042   
101                             4.461183               2.667058   
102                             4.258520               2.834067   
104                             4.871383               2.475901   
105                             4.191905               2.857746   
106                             4.578464               2.605006   
108                             4.188307               2.815882   
109                             4.117654               2.925581   
111                             4.160582               2.889736   
118                             4.582687               2.596773   

        Block 1024 L2 cr_huff_full  Block 1024 L2 bit_rate_huff_full  \
Record                                                                 
100                       2.571231                          4.278106   
101                       2.468479                          4.456186   
102                       2.609770                          4.214930   
104                       2.300040                          4.782525   
105                       2.633593                          4.176803   
106                       2.411360                          4.561740   
108                       2.630842                          4.181171   
109                       2.691784                          4.086509   
111                       2.661410                          4.133148   
118                       2.409332                          4.565581   

        Block 1024 L2 entropy  Block 1024 L2 mean_l2  Block 1024 L2 mean_l1  \
Record                                                                        
100                  3.921542               4.047958               2.870851   
101                  4.094257               4.497548               3.215963   
102                  3.856742               4.200700               2.794256   
104                  4.404121               6.169676               4.050018   
105                  3.821535               3.525304               2.664478   
106                  4.186518               5.046975               3.456015   
108                  3.880803               3.635603               2.745669   
109                  3.736208               3.324229               2.504613   
111                  3.784954               3.392964               2.585973   
118                  4.193144               4.619577               3.447071   

        Block 1024 L1 cr_rice  Block 1024 L1 cr_rice_full  \
Record                                                      
100                  2.824197                    2.607239   
101                  2.707596                    2.507548   
102                  2.877643                    2.652723   
104                  2.492174                    2.321690   
105                  2.854690                    2.633205   
106                  2.626477                    2.437819   
108                  2.813088                    2.631258   
109                  2.907143                    2.677771   
111                  2.876626                    2.651858   
118                  2.620510                    2.432677   

        Block 1024 L1 bit_rate_rice_full  Block 1024 L1 cr_huff  \
Record                                                            
100                             4.219023               2.920743   
101                             4.386755               2.766946   
102                             4.146683               2.992329   
104                             4.737928               2.569221   
105                             4.177418               2.876023   
106                             4.512231               2.678762   
108                             4.180511               2.825579   
109                             4.107894               2.931621   
111                             4.148035               2.898531   
118                             4.521767               2.652240   

        Block 1024 L1 cr_huff_full  Block 1024 L1 bit_rate_huff_full  \
Record                                                                 
100                       2.683093                          4.099746   
101                       2.552305                          4.309829   
102                       2.741139                          4.012930   
104                       2.378057                          4.625625   
105                       2.648156                          4.153833   
106                       2.472684                          4.448607   
108                       2.638551                          4.168955   
109                       2.696206                          4.079806   
111                       2.668192                          4.122642   
118                       2.456024                          4.478783   

        Block 1024 L1 entropy  Block 1024 L1 mean_l2  Block 1024 L1 mean_l1  \
Record                                                                        
100                  3.735842               4.687863               2.649952   
101                  3.951534               5.002680               3.017075   
102                  3.634075               4.785059               2.514200   
104                  4.251070               6.787961               3.733747   
105                  3.801679               3.665770               2.600123   
106                  4.080535               5.461108               3.284178   
108                  3.868769               3.719992               2.702035   
109                  3.727015               3.417078               2.455452   
111                  3.773144               3.486605               2.535919   
118                  4.113805               4.995999               3.300255   

        Block 2048 L2 cr_rice  Block 2048 L2 cr_rice_full  \
Record                                                      
100                  2.766208                    2.658505   
101                  2.650450                    2.551411   
102                  2.789867                    2.680351   
104                  2.405512                    2.323650   
105                  2.842323                    2.728733   
106                  2.579450                    2.485552   
108                  2.799688                    2.707056   
109                  2.897198                    2.779272   
111                  2.862143                    2.746996   
118                  2.577669                    2.483898   

        Block 2048 L2 bit_rate_rice_full  Block 2048 L2 cr_huff  \
Record                                                            
100                             4.137664               2.783625   
101                             4.311339               2.659196   
102                             4.103940               2.828681   
104                             4.733931               2.464763   
105                             4.031175               2.854723   
106                             4.425575               2.599566   
108                             4.063455               2.808151   
109                             3.957872               2.922385   
111                             4.004374               2.884224   
118                             4.428522               2.592939   

        Block 2048 L2 cr_huff_full  Block 2048 L2 bit_rate_huff_full  \
Record                                                                 
100                       2.669512                          4.120603   
101                       2.553898                          4.307141   
102                       2.708546                          4.061219   
104                       2.370094                          4.641167   
105                       2.736345                          4.019961   
106                       2.494479                          4.409738   
108                       2.710335                          4.058539   
109                       2.798767                          3.930302   
111                       2.763953                          3.979807   
118                       2.494149                          4.410322   

        Block 2048 L2 entropy  Block 2048 L2 mean_l2  Block 2048 L2 mean_l1  \
Record                                                                        
100                  3.925321               4.066636               2.879110   
101                  4.104396               4.543138               3.238736   
102                  3.864113               4.240126               2.811974   
104                  4.422754               6.261700               4.100972   
105                  3.825715               3.541433               2.672455   
106                  4.194847               5.100369               3.477830   
108                  3.891163               3.677500               2.765394   
109                  3.740724               3.339892               2.511694   
111                  3.791531               3.412659               2.598399   
118                  4.200556               4.651261               3.465128   

        Block 2048 L1 cr_rice  Block 2048 L1 cr_rice_full  \
Record                                                      
100                  2.822486                    2.710445   
101                  2.698632                    2.596030   
102                  2.872985                    2.756981   
104                  2.475847                    2.389214   
105                  2.851842                    2.737506   
106                  2.617515                    2.520878   
108                  2.807375                    2.714242   
109                  2.905226                    2.786658   
111                  2.871803                    2.755893   
118                  2.613544                    2.517194   

        Block 2048 L1 bit_rate_rice_full  Block 2048 L1 cr_huff  \
Record                                                            
100                             4.058374               2.919215   
101                             4.237239               2.756456   
102                             3.989871               2.989631   
104                             4.604024               2.552042   
105                             4.018256               2.873569   
106                             4.363560               2.670065   
108                             4.052697               2.819506   
109                             3.947381               2.929836   
111                             3.991446               2.894937   
118                             4.369945               2.645670   

        Block 2048 L1 cr_huff_full  Block 2048 L1 bit_rate_huff_full  \
Record                                                                 
100                       2.791652                          3.940320   
101                       2.641878                          4.163704   
102                       2.852904                          3.855720   
104                       2.448019                          4.493430   
105                       2.752327                          3.996617   
106                       2.558351                          4.299644   
108                       2.720014                          4.044096   
109                       2.805070                          3.921470   
111                       2.773272                          3.966434   
118                       2.541768                          4.327696   

        Block 2048 L1 entropy  Block 2048 L1 mean_l2  Block 2048 L1 mean_l1  \
Record                                                                        
100                  3.739121               4.703800               2.663220   
101                  3.967636               5.026576               3.049657   
102                  3.640358               4.835872               2.533584   
104                  4.278486               6.848141               3.799854   
105                  3.806532               3.672541               2.613549   
106                  4.093894               5.487529               3.315867   
108                  3.878212               3.756603               2.725377   
109                  3.730951               3.426854               2.466899   
111                  3.779952               3.498420               2.553177   
118                  4.123322               5.016363               3.326239   

        Elgendi Beats L2 cr_rice  Elgendi Beats L2 cr_rice_full  \
Record                                                            
100                     2.764611                       2.134246   
101                     2.660084                       2.108012   
102                     2.789278                       2.155870   
104                     2.417339                       2.131797   
105                     2.847374                       2.118978   
106                     2.582797                       2.074457   
108                     2.818887                       2.287343   
109                     2.898151                       2.124772   
111                     2.867958                       2.229031   
118                     2.580638                       2.034026   

        Elgendi Beats L2 bit_rate_rice_full  Elgendi Beats L2 cr_huff  \
Record                                                                  
100                                5.154045                  2.780016   
101                                5.218186                  2.667031   
102                                5.102347                  2.827477   
104                                5.159967                  2.475234   
105                                5.191182                  2.862012   
106                                5.302592                  2.601486   
108                                4.809073                  2.829318   
109                                5.177026                  2.925464   
111                                4.934880                  2.891704   
118                                5.407994                  2.594779   

        Elgendi Beats L2 cr_huff_full  Elgendi Beats L2 bit_rate_huff_full  \
Record                                                                       
100                          2.145402                             5.127245   
101                          2.113107                             5.205604   
102                          2.179052                             5.048066   
104                          2.174935                             5.057622   
105                          2.131059                             5.161754   
106                          2.083746                             5.278954   
108                          2.295618                             4.791738   
109                          2.143975                             5.130656   
111                          2.246809                             4.895833   
118                          2.044941                             5.379129   

        Elgendi Beats L2 entropy  Elgendi Beats L2 mean_l2  \
Record                                                       
100                     3.928823                  4.025726   
101                     4.091866                  4.473178   
102                     3.866126                  4.195497   
104                     4.402864                  6.195531   
105                     3.817441                  3.498712   
106                     4.190807                  5.018474   
108                     3.863536                  3.610778   
109                     3.737203                  3.302250   
111                     3.780932                  3.369492   
118                     4.194938                  4.583102   

        Elgendi Beats L2 mean_l1  Elgendi Beats L1 cr_rice  \
Record                                                       
100                     2.888783                  2.822548   
101                     3.237160                  2.709643   
102                     2.811885                  2.872277   
104                     4.141335                  2.510216   
105                     2.667435                  2.856751   
106                     3.481732                  2.626511   
108                     2.755571                  2.823913   
109                     2.517186                  2.903449   
111                     2.586635                  2.876352   
118                     3.461560                  2.619669   

        Elgendi Beats L1 cr_rice_full  Elgendi Beats L1 bit_rate_rice_full  \
Record                                                                       
100                          2.168611                             5.072372   
101                          2.139015                             5.142553   
102                          2.205121                             4.988389   
104                          1.959543                             5.613553   
105                          2.124166                             5.178502   
106                          2.102564                             5.231707   
108                          2.290651                             4.802128   
109                          2.127618                             5.170100   
111                          2.234098                             4.923688   
118                          2.058196                             5.344486   

        Elgendi Beats L1 cr_huff  Elgendi Beats L1 cr_huff_full  \
Record                                                            
100                     2.913115                       2.221869   
101                     2.764042                       2.171831   
102                     2.998153                       2.276926   
104                     2.593431                       2.006141   
105                     2.872352                       2.135884   
106                     2.679941                       2.132571   
108                     2.834130                       2.298196   
109                     2.920689                       2.140955   
111                     2.895113                       2.248157   
118                     2.648536                       2.077214   

        Elgendi Beats L1 bit_rate_huff_full  Elgendi Beats L1 entropy  \
Record                                                                  
100                                4.950786                  3.736596   
101                                5.064851                  3.944303   
102                                4.831075                  3.633487   
104                                5.483163                  4.206575   
105                                5.150093                  3.794627   
106                                5.158092                  4.074399   
108                                4.786362                  3.850913   
109                                5.137893                  3.728197   
111                                4.892896                  3.768559   
118                                5.295555                  4.115540   

        Elgendi Beats L1 mean_l2  Elgendi Beats L1 mean_l1  \
Record                                                       
100                     4.710644                  2.637407   
101                     5.001783                  3.009499   
102                     4.822717                  2.503187   
104                     6.838747                  3.730216   
105                     3.679216                  2.574243   
106                     5.455299                  3.281706   
108                     3.717946                  2.692984   
109                     3.427949                  2.442023   
111                     3.493944                  2.517114   
118                     4.987547                  3.285049   

        Hamilton L2 cr_rice  Hamilton L2 cr_rice_full  \
Record                                                  
100                2.764725                  2.134314   
101                2.659974                  2.110598   
102                2.788917                  2.155654   
104                2.427604                  1.923204   
105                2.847377                  2.120343   
106                2.578733                  2.091141   
108                2.821469                  2.279809   
109                2.898523                  2.127727   
111                2.867785                  2.228926   
118                2.580663                  2.036524   

        Hamilton L2 bit_rate_rice_full  Hamilton L2 cr_huff  \
Record                                                        
100                           5.153880             2.780097   
101                           5.211793             2.667043   
102                           5.102859             2.827014   
104                           5.719623             2.483628   
105                           5.187840             2.861861   
106                           5.260287             2.597561   
108                           4.824966             2.832988   
109                           5.169837             2.925708   
111                           4.935111             2.891528   
118                           5.401360             2.594984   

        Hamilton L2 cr_huff_full  Hamilton L2 bit_rate_huff_full  \
Record                                                             
100                     2.145515                        5.126975   
101                     2.115688                        5.199253   
102                     2.178711                        5.048857   
104                     1.956623                        5.621932   
105                     2.132338                        5.158658   
106                     2.100483                        5.236892   
108                     2.288909                        4.805782   
109                     2.146877                        5.123721   
111                     2.246773                        4.895910   
118                     2.047489                        5.372434   

        Hamilton L2 entropy  Hamilton L2 mean_l2  Hamilton L2 mean_l1  \
Record                                                                  
100                3.928768             4.025627             2.888653   
101                4.092059             4.471639             3.237169   
102                3.866776             4.197020             2.813478   
104                4.388040             6.127183             4.084789   
105                3.817593             3.499192             2.668010   
106                4.195618             5.063564             3.497101   
108                3.859368             3.577878             2.730563   
109                3.736728             3.302340             2.516922   
111                3.781128             3.369748             2.586965   
118                4.194734             4.579004             3.457917   

        Hamilton L1 cr_rice  Hamilton L1 cr_rice_full  \
Record                                                  
100                2.822457                  2.168557   
101                2.709780                  2.141835   
102                2.871778                  2.204826   
104                2.512474                  1.976086   
105                2.856335                  2.125306   
106                2.623709                  2.120619   
108                2.826292                  2.282957   
109                2.904030                  2.130693   
111                2.875917                  2.233835   
118                2.619565                  2.060674   

        Hamilton L1 bit_rate_rice_full  Hamilton L1 cr_huff  \
Record                                                        
100                           5.072498             2.912810   
101                           5.135784             2.764567   
102                           4.989055             2.996884   
104                           5.566560             2.594771   
105                           5.175724             2.872490   
106                           5.187164             2.678281   
108                           4.818313             2.837206   
109                           5.162641             2.921069   
111                           4.924266             2.895179   
118                           5.338059             2.648799   

        Hamilton L1 cr_huff_full  Hamilton L1 bit_rate_huff_full  \
Record                                                             
100                     2.221692                        4.951182   
101                     2.175007                        5.057455   
102                     2.276194                        4.832629   
104                     2.022709                        5.438251   
105                     2.137265                        5.146765   
106                     2.151853                        5.111872   
108                     2.291077                        4.801235   
109                     2.143923                        5.130781   
111                     2.248197                        4.892809   
118                     2.079934                        5.288628   

        Hamilton L1 entropy  Hamilton L1 mean_l2  Hamilton L1 mean_l1  \
Record                                                                  
100                3.736880             4.709739             2.637202   
101                3.943969             4.999953             3.009885   
102                3.633951             4.824048             2.504490   
104                4.205851             6.836316             3.711055   
105                3.794656             3.679164             2.574823   
106                4.077608             5.522439             3.291899   
108                3.846888             3.684619             2.667951   
109                3.727194             3.427621             2.441928   
111                3.768504             3.494513             2.517553   
118                4.115473             4.983775             3.281685   

        Annotations L2 cr_rice  Annotations L2 cr_rice_full  \
Record                                                        
100                   2.764678                     2.134286   
101                   2.659902                     2.109225   
102                   2.752637                     2.667115   
104                   2.411991                     2.155777   
105                   2.847346                     2.118962   
106                   2.582826                     2.074476   
108                   2.817768                     2.295883   
109                   2.898121                     2.124756   
111                   2.867915                     2.229005   
118                   2.580620                     2.034015   

        Annotations L2 bit_rate_rice_full  Annotations L2 cr_huff  \
Record                                                              
100                              5.153948                2.780070   
101                              5.215186                2.666940   
102                              4.124307                2.787479   
104                              5.102568                2.470500   
105                              5.191221                2.862055   
106                              5.302544                2.601516   
108                              4.791184                2.828240   
109                              5.177065                2.925199   
111                              4.934938                2.892019   
118                              5.408023                2.594726   

        Annotations L2 cr_huff_full  Annotations L2 bit_rate_huff_full  \
Record                                                                   
100                        2.145499                           5.127014   
101                        2.114368                           5.202501   
102                        2.694178                           4.082878   
104                        2.196996                           5.006837   
105                        2.131083                           5.161696   
106                        2.083765                           5.278906   
108                        2.304067                           4.774167   
109                        2.143833                           5.130997   
111                        2.246999                           4.895419   
118                        2.044908                           5.379216   

        Annotations L2 entropy  Annotations L2 mean_l2  \
Record                                                   
100                   3.928800                4.025585   
101                   4.092161                4.471009   
102                   3.920045                3.293142   
104                   4.411949                5.869370   
105                   3.817460                3.498610   
106                   4.190891                5.018687   
108                   3.865427                3.578378   
109                   3.737248                3.302538   
111                   3.780797                3.369192   
118                   4.194955                4.583398   

        Annotations L2 mean_l1  Annotations L1 cr_rice  \
Record                                                   
100                   2.888580                2.822562   
101                   3.236849                2.709300   
102                   2.418276                2.836732   
104                   3.988834                2.488076   
105                   2.667393                2.856809   
106                   3.481852                2.626554   
108                   2.726325                2.822039   
109                   2.517094                2.903673   
111                   2.586668                2.875852   
118                   3.462055                2.619789   

        Annotations L1 cr_rice_full  Annotations L1 bit_rate_rice_full  \
Record                                                                   
100                        2.168619                           5.072353   
101                        2.140168                           5.139784   
102                        2.745990                           4.005841   
104                        2.216354                           4.963107   
105                        2.124198                           5.178424   
106                        2.102591                           5.231640   
108                        2.298718                           4.785276   
109                        2.127738                           5.169809   
111                        2.233796                           4.924353   
118                        2.058271                           5.344293   

        Annotations L1 cr_huff  Annotations L1 cr_huff_full  \
Record                                                        
100                   2.913093                     2.221856   
101                   2.764100                     2.173259   
102                   2.943284                     2.836949   
104                   2.566470                     2.270158   
105                   2.872636                     2.136041   
106                   2.679928                     2.132564   
108                   2.832571                     2.306422   
109                   2.920674                     2.140947   
111                   2.894900                     2.247958   
118                   2.648628                     2.077210   

        Annotations L1 bit_rate_huff_full  Annotations L1 entropy  \
Record                                                              
100                              4.950815                3.736802   
101                              5.061523                3.944205   
102                              3.877404                3.709640   
104                              4.845477                4.255647   
105                              5.149715                3.794302   
106                              5.158111                4.074230   
108                              4.769292                3.853379   
109                              5.137913                3.727851   
111                              4.893329                3.769136   
118                              5.295564                4.115543   

        Annotations L1 mean_l2  Annotations L1 mean_l1  
Record                                                  
100                   4.710585                2.637261  
101                   5.000747                3.009869  
102                   3.464696                2.322751  
104                   6.398178                3.707090  
105                   3.679396                2.574181  
106                   5.455487                3.281690  
108                   3.684880                2.665356  
109                   3.428319                2.441932  
111                   3.492880                2.517230  
118                   4.987657                3.285474

Predictor Performance Analysis¶

This script evaluates LPC-based predictors by ranking them across records using Mean L1 and L2 errors.
It summarizes best-performing predictors, computes average performance metrics (error, entropy, compression ratio, bit rate), and compares L1- vs L2-optimized models under different segmentation strategies.

In [22]:
import pandas as pd
import numpy as np
from src.analysis.lpc_analysis import parse_column

df_results = pd.read_csv('../results/lpc_compression_results_all_with_norms.csv', index_col='Record')

predictors_data = {}
for col in df_results.columns:
   predictor, metric = parse_column(col)
   if predictor and metric:
       if predictor not in predictors_data:
           predictors_data[predictor] = {}
       predictors_data[predictor][metric] = df_results[col]

print("Available metrics for first predictor:")
first_predictor = list(predictors_data.keys())[0]
print(f"{first_predictor}: {list(predictors_data[first_predictor].keys())}")

print("\n" + "="*80)
print("PREDICTOR RANKINGS BY MEAN L2 ERROR")
print("="*80)

l2_rankings = []
for record in df_results.index:
   record_rankings = {}
   for predictor in predictors_data.keys():
       if 'mean_l2' in predictors_data[predictor]:
           l2_value = predictors_data[predictor]['mean_l2'][record]
           if pd.notna(l2_value):
               record_rankings[predictor] = l2_value
   
   if record_rankings:
       sorted_predictors = sorted(record_rankings.items(), key=lambda x: x[1])
       
       ranking_row = {'Record': record}
       for rank, (predictor, l2) in enumerate(sorted_predictors, 1):
           ranking_row[f'Rank {rank}'] = f"{predictor} ({l2:.3f})"
       
       l2_rankings.append(ranking_row)

if l2_rankings:
   df_l2_rankings = pd.DataFrame(l2_rankings)
   df_l2_rankings.set_index('Record', inplace=True)
   print(df_l2_rankings)

print("\n" + "="*80)
print("PREDICTOR RANKINGS BY MEAN L1 ERROR")
print("="*80)

l1_rankings = []
for record in df_results.index:
   record_rankings = {}
   for predictor in predictors_data.keys():
       if 'mean_l1' in predictors_data[predictor]:
           l1_value = predictors_data[predictor]['mean_l1'][record]
           if pd.notna(l1_value):
               record_rankings[predictor] = l1_value
   
   if record_rankings:
       sorted_predictors = sorted(record_rankings.items(), key=lambda x: x[1])
       
       ranking_row = {'Record': record}
       for rank, (predictor, l1) in enumerate(sorted_predictors, 1):
           ranking_row[f'Rank {rank}'] = f"{predictor} ({l1:.3f})"
       
       l1_rankings.append(ranking_row)

if l1_rankings:
   df_l1_rankings = pd.DataFrame(l1_rankings)
   df_l1_rankings.set_index('Record', inplace=True)
   print(df_l1_rankings)

print("\n" + "="*80)
print("BEST PREDICTOR COUNT (HOW MANY TIMES EACH RANKED #1)")
print("="*80)

best_l2_count = {}
best_l1_count = {}

for record in df_results.index:
   best_l2 = np.inf
   best_l2_predictor = None
   for predictor in predictors_data.keys():
       if 'mean_l2' in predictors_data[predictor]:
           l2_value = predictors_data[predictor]['mean_l2'][record]
           if pd.notna(l2_value) and l2_value < best_l2:
               best_l2 = l2_value
               best_l2_predictor = predictor
   
   if best_l2_predictor:
       if best_l2_predictor not in best_l2_count:
           best_l2_count[best_l2_predictor] = 0
       best_l2_count[best_l2_predictor] += 1
   
   best_l1 = np.inf
   best_l1_predictor = None
   for predictor in predictors_data.keys():
       if 'mean_l1' in predictors_data[predictor]:
           l1_value = predictors_data[predictor]['mean_l1'][record]
           if pd.notna(l1_value) and l1_value < best_l1:
               best_l1 = l1_value
               best_l1_predictor = predictor
   
   if best_l1_predictor:
       if best_l1_predictor not in best_l1_count:
           best_l1_count[best_l1_predictor] = 0
       best_l1_count[best_l1_predictor] += 1

if best_l2_count:
   sorted_l2_counts = sorted(best_l2_count.items(), key=lambda x: x[1], reverse=True)
   df_l2_summary = pd.DataFrame(sorted_l2_counts, columns=['Predictor', 'Times Best L2'])
   print("\nL2 Error Best Performers:")
   print(df_l2_summary)

if best_l1_count:
   sorted_l1_counts = sorted(best_l1_count.items(), key=lambda x: x[1], reverse=True)
   df_l1_summary = pd.DataFrame(sorted_l1_counts, columns=['Predictor', 'Times Best L1'])
   print("\nL1 Error Best Performers:")
   print(df_l1_summary)

print("\n" + "="*80)
print("AVERAGE PERFORMANCE ACROSS ALL RECORDS")
print("="*80)

avg_performance = []
for predictor in predictors_data.keys():
   avg_row = {'Predictor': predictor}
   metrics_found = False
   for metric in ['mean_l2', 'mean_l1', 'entropy', 'cr_rice_full', 'bit_rate_rice_full']:
       if metric in predictors_data[predictor]:
           avg_row[metric] = predictors_data[predictor][metric].mean()
           metrics_found = True
   if metrics_found:
       avg_performance.append(avg_row)

if avg_performance:
   df_avg = pd.DataFrame(avg_performance)
   if 'mean_l2' in df_avg.columns:
       df_avg = df_avg.sort_values('mean_l2', ascending=True)
   df_avg.set_index('Predictor', inplace=True)
   print(df_avg.round(3))

print("\n" + "="*80)
print("L2 vs L1 OPTIMIZATION COMPARISON")
print("="*80)

comparison = []
for base in ['Block 512', 'Block 1024', 'Block 2048', 'Elgendi Beats', 'Hamilton', 'Annotations']:
   l2_pred = base + ' L2'
   l1_pred = base + ' L1'
   
   if l2_pred in predictors_data and l1_pred in predictors_data:
       row = {'Segmentation': base}
       
       if 'mean_l2' in predictors_data[l2_pred]:
           row['L2-opt Mean L2'] = predictors_data[l2_pred]['mean_l2'].mean()
       if 'mean_l1' in predictors_data[l2_pred]:
           row['L2-opt Mean L1'] = predictors_data[l2_pred]['mean_l1'].mean()
       if 'mean_l2' in predictors_data[l1_pred]:
           row['L1-opt Mean L2'] = predictors_data[l1_pred]['mean_l2'].mean()
       if 'mean_l1' in predictors_data[l1_pred]:
           row['L1-opt Mean L1'] = predictors_data[l1_pred]['mean_l1'].mean()
       
       if row:
           comparison.append(row)

if comparison:
   df_comp = pd.DataFrame(comparison)
   df_comp.set_index('Segmentation', inplace=True)
   print(df_comp.round(3))

Available metrics for first predictor:
Block 512 L2: ['cr_rice', 'cr_rice_full', 'bit_rate_rice_full', 'cr_huff', 'cr_huff_full', 'bit_rate_huff_full', 'entropy', 'mean_l2', 'mean_l1']

================================================================================
PREDICTOR RANKINGS BY MEAN L2 ERROR
================================================================================
                          Rank 1                    Rank 2  \
Record                                                       
100         Block 512 L2 (4.019)    Annotations L2 (4.026)   
101         Block 512 L2 (4.440)    Annotations L2 (4.471)   
102       Annotations L2 (3.293)    Annotations L1 (3.465)   
104       Annotations L2 (5.869)      Block 512 L2 (6.064)   
105       Annotations L2 (3.499)  Elgendi Beats L2 (3.499)   
106         Block 512 L2 (4.962)  Elgendi Beats L2 (5.018)   
108         Block 512 L2 (3.576)       Hamilton L2 (3.578)   
109     Elgendi Beats L2 (3.302)       Hamilton L2 (3.302)   
111         Block 512 L2 (3.362)    Annotations L2 (3.369)   
118          Hamilton L2 (4.579)      Block 512 L2 (4.582)   

                          Rank 3                    Rank 4  \
Record                                                       
100          Hamilton L2 (4.026)  Elgendi Beats L2 (4.026)   
101          Hamilton L2 (4.472)  Elgendi Beats L2 (4.473)   
102         Block 512 L2 (4.152)  Elgendi Beats L2 (4.195)   
104          Hamilton L2 (6.127)     Block 1024 L2 (6.170)   
105          Hamilton L2 (3.499)      Block 512 L2 (3.503)   
106       Annotations L2 (5.019)     Block 1024 L2 (5.047)   
108       Annotations L2 (3.578)  Elgendi Beats L2 (3.611)   
109       Annotations L2 (3.303)      Block 512 L2 (3.308)   
111     Elgendi Beats L2 (3.369)       Hamilton L2 (3.370)   
118     Elgendi Beats L2 (4.583)    Annotations L2 (4.583)   

                          Rank 5                 Rank 6  \
Record                                                    
100        Block 1024 L2 (4.048)  Block 2048 L2 (4.067)   
101        Block 1024 L2 (4.498)  Block 2048 L2 (4.543)   
102          Hamilton L2 (4.197)  Block 1024 L2 (4.201)   
104     Elgendi Beats L2 (6.196)  Block 2048 L2 (6.262)   
105        Block 1024 L2 (3.525)  Block 2048 L2 (3.541)   
106          Hamilton L2 (5.064)  Block 2048 L2 (5.100)   
108        Block 1024 L2 (3.636)   Block 512 L1 (3.673)   
109        Block 1024 L2 (3.324)  Block 2048 L2 (3.340)   
111        Block 1024 L2 (3.393)  Block 2048 L2 (3.413)   
118        Block 1024 L2 (4.620)  Block 2048 L2 (4.651)   

                        Rank 7                    Rank 8  \
Record                                                     
100       Block 512 L1 (4.686)     Block 1024 L1 (4.688)   
101        Hamilton L1 (5.000)    Annotations L1 (5.001)   
102      Block 2048 L2 (4.240)      Block 512 L1 (4.744)   
104     Annotations L1 (6.398)      Block 512 L1 (6.713)   
105       Block 512 L1 (3.656)     Block 1024 L1 (3.666)   
106       Block 512 L1 (5.429)  Elgendi Beats L1 (5.455)   
108      Block 2048 L2 (3.677)       Hamilton L1 (3.685)   
109       Block 512 L1 (3.411)     Block 1024 L1 (3.417)   
111       Block 512 L1 (3.475)     Block 1024 L1 (3.487)   
118       Block 512 L1 (4.982)       Hamilton L1 (4.984)   

                          Rank 9                   Rank 10  \
Record                                                       
100        Block 2048 L1 (4.704)       Hamilton L1 (4.710)   
101     Elgendi Beats L1 (5.002)     Block 1024 L1 (5.003)   
102        Block 1024 L1 (4.785)  Elgendi Beats L1 (4.823)   
104        Block 1024 L1 (6.788)       Hamilton L1 (6.836)   
105        Block 2048 L1 (3.673)       Hamilton L1 (3.679)   
106       Annotations L1 (5.455)     Block 1024 L1 (5.461)   
108       Annotations L1 (3.685)  Elgendi Beats L1 (3.718)   
109        Block 2048 L1 (3.427)       Hamilton L1 (3.428)   
111       Annotations L1 (3.493)  Elgendi Beats L1 (3.494)   
118     Elgendi Beats L1 (4.988)    Annotations L1 (4.988)   

                         Rank 11                   Rank 12  
Record                                                      
100       Annotations L1 (4.711)  Elgendi Beats L1 (4.711)  
101        Block 2048 L1 (5.027)      Block 512 L1 (5.030)  
102          Hamilton L1 (4.824)     Block 2048 L1 (4.836)  
104     Elgendi Beats L1 (6.839)     Block 2048 L1 (6.848)  
105     Elgendi Beats L1 (3.679)    Annotations L1 (3.679)  
106        Block 2048 L1 (5.488)       Hamilton L1 (5.522)  
108        Block 1024 L1 (3.720)     Block 2048 L1 (3.757)  
109     Elgendi Beats L1 (3.428)    Annotations L1 (3.428)  
111          Hamilton L1 (3.495)     Block 2048 L1 (3.498)  
118        Block 1024 L1 (4.996)     Block 2048 L1 (5.016)  

================================================================================
PREDICTOR RANKINGS BY MEAN L1 ERROR
================================================================================
                        Rank 1                    Rank 2  \
Record                                                     
100       Block 512 L1 (2.631)       Hamilton L1 (2.637)   
101       Block 512 L1 (2.983)  Elgendi Beats L1 (3.009)   
102     Annotations L1 (2.323)    Annotations L2 (2.418)   
104       Block 512 L1 (3.676)    Annotations L1 (3.707)   
105     Annotations L1 (2.574)  Elgendi Beats L1 (2.574)   
106       Block 512 L1 (3.236)    Annotations L1 (3.282)   
108       Block 512 L1 (2.662)    Annotations L1 (2.665)   
109        Hamilton L1 (2.442)    Annotations L1 (2.442)   
111       Block 512 L1 (2.514)  Elgendi Beats L1 (2.517)   
118       Block 512 L1 (3.278)       Hamilton L1 (3.282)   

                          Rank 3                    Rank 4  \
Record                                                       
100       Annotations L1 (2.637)  Elgendi Beats L1 (2.637)   
101       Annotations L1 (3.010)       Hamilton L1 (3.010)   
102         Block 512 L1 (2.489)  Elgendi Beats L1 (2.503)   
104          Hamilton L1 (3.711)  Elgendi Beats L1 (3.730)   
105          Hamilton L1 (2.575)      Block 512 L1 (2.586)   
106     Elgendi Beats L1 (3.282)     Block 1024 L1 (3.284)   
108          Hamilton L1 (2.668)  Elgendi Beats L1 (2.693)   
109     Elgendi Beats L1 (2.442)      Block 512 L1 (2.446)   
111       Annotations L1 (2.517)       Hamilton L1 (2.518)   
118     Elgendi Beats L1 (3.285)    Annotations L1 (3.285)   

                       Rank 5                 Rank 6                  Rank 7  \
Record                                                                         
100     Block 1024 L1 (2.650)  Block 2048 L1 (2.663)    Block 512 L2 (2.866)   
101     Block 1024 L1 (3.017)  Block 2048 L1 (3.050)    Block 512 L2 (3.198)   
102       Hamilton L1 (2.504)  Block 1024 L1 (2.514)   Block 2048 L1 (2.534)   
104     Block 1024 L1 (3.734)  Block 2048 L1 (3.800)  Annotations L2 (3.989)   
105     Block 1024 L1 (2.600)  Block 2048 L1 (2.614)    Block 512 L2 (2.660)   
106       Hamilton L1 (3.292)  Block 2048 L1 (3.316)    Block 512 L2 (3.427)   
108     Block 1024 L1 (2.702)   Block 512 L2 (2.717)   Block 2048 L1 (2.725)   
109     Block 1024 L1 (2.455)  Block 2048 L1 (2.467)    Block 512 L2 (2.504)   
111     Block 1024 L1 (2.536)  Block 2048 L1 (2.553)    Block 512 L2 (2.572)   
118     Block 1024 L1 (3.300)  Block 2048 L1 (3.326)    Block 512 L2 (3.437)   

                        Rank 8                    Rank 9  \
Record                                                     
100      Block 1024 L2 (2.871)     Block 2048 L2 (2.879)   
101      Block 1024 L2 (3.216)    Annotations L2 (3.237)   
102       Block 512 L2 (2.776)     Block 1024 L2 (2.794)   
104       Block 512 L2 (4.010)     Block 1024 L2 (4.050)   
105      Block 1024 L2 (2.664)    Annotations L2 (2.667)   
106      Block 1024 L2 (3.456)     Block 2048 L2 (3.478)   
108     Annotations L2 (2.726)       Hamilton L2 (2.731)   
109      Block 1024 L2 (2.505)     Block 2048 L2 (2.512)   
111      Block 1024 L2 (2.586)  Elgendi Beats L2 (2.587)   
118      Block 1024 L2 (3.447)       Hamilton L2 (3.458)   

                         Rank 10                   Rank 11  \
Record                                                       
100       Annotations L2 (2.889)       Hamilton L2 (2.889)   
101     Elgendi Beats L2 (3.237)       Hamilton L2 (3.237)   
102     Elgendi Beats L2 (2.812)     Block 2048 L2 (2.812)   
104          Hamilton L2 (4.085)     Block 2048 L2 (4.101)   
105     Elgendi Beats L2 (2.667)       Hamilton L2 (2.668)   
106     Elgendi Beats L2 (3.482)    Annotations L2 (3.482)   
108        Block 1024 L2 (2.746)  Elgendi Beats L2 (2.756)   
109          Hamilton L2 (2.517)    Annotations L2 (2.517)   
111       Annotations L2 (2.587)       Hamilton L2 (2.587)   
118     Elgendi Beats L2 (3.462)    Annotations L2 (3.462)   

                         Rank 12  
Record                            
100     Elgendi Beats L2 (2.889)  
101        Block 2048 L2 (3.239)  
102          Hamilton L2 (2.813)  
104     Elgendi Beats L2 (4.141)  
105        Block 2048 L2 (2.672)  
106          Hamilton L2 (3.497)  
108        Block 2048 L2 (2.765)  
109     Elgendi Beats L2 (2.517)  
111        Block 2048 L2 (2.598)  
118        Block 2048 L2 (3.465)  

================================================================================
BEST PREDICTOR COUNT (HOW MANY TIMES EACH RANKED #1)
================================================================================

L2 Error Best Performers:
          Predictor  Times Best L2
0      Block 512 L2              5
1    Annotations L2              3
2  Elgendi Beats L2              1
3       Hamilton L2              1

L1 Error Best Performers:
        Predictor  Times Best L1
0    Block 512 L1              7
1  Annotations L1              2
2     Hamilton L1              1

================================================================================
AVERAGE PERFORMANCE ACROSS ALL RECORDS
================================================================================
                  mean_l2  mean_l1  entropy  cr_rice_full  bit_rate_rice_full
Predictor                                                                    
Annotations L2      4.101    2.997    3.994         2.194               5.040
Block 512 L2        4.197    3.017    3.978         2.346               4.698
Hamilton L2         4.221    3.048    3.986         2.121               5.197
Elgendi Beats L2    4.227    3.055    3.987         2.140               5.146
Block 1024 L2       4.246    3.033    3.988         2.524               4.371
Block 2048 L2       4.283    3.052    3.996         2.615               4.220
Annotations L1      4.430    2.844    3.898         2.222               4.981
Block 512 L1        4.580    2.850    3.881         2.374               4.641
Block 1024 L1       4.601    2.879    3.894         2.555               4.314
Elgendi Beats L1    4.614    2.867    3.885         2.141               5.147
Hamilton L1         4.616    2.864    3.885         2.145               5.137
Block 2048 L1       4.627    2.905    3.904         2.649               4.163

================================================================================
L2 vs L1 OPTIMIZATION COMPARISON
================================================================================
               L2-opt Mean L2  L2-opt Mean L1  L1-opt Mean L2  L1-opt Mean L1
Segmentation                                                                 
Block 512               4.197           3.017           4.580           2.850
Block 1024              4.246           3.033           4.601           2.879
Block 2048              4.283           3.052           4.627           2.905
Elgendi Beats           4.227           3.055           4.614           2.867
Hamilton                4.221           3.048           4.616           2.864
Annotations             4.101           2.997           4.430           2.844

LPC Results Analysis and Ranking¶

This code analyzes the comprehensive LPC compression results across all records and segmentation methods. It identifies the best compression approach for each record, calculates summary statistics, ranks methods by average performance, and provides detailed insights into which segmentation strategy and encoding method achieves optimal compression ratios.

In [23]:
import pandas as pd
import numpy as np

df = pd.read_csv('../results/lpc_compression_results_all.csv', index_col=0)

df.columns = [col.strip() for col in df.columns]

cr_columns = [c for c in df.columns if 'cr_rice_full' in c or 'cr_huff_full' in c]

results = []

for idx, row in df.iterrows():
    valid_cr_data = {col: row[col] for col in cr_columns if pd.notna(row[col])}
    
    if not valid_cr_data:
        continue
    
    best_col = max(valid_cr_data.keys(), key=lambda c: valid_cr_data[c])
    best_cr = valid_cr_data[best_col]
    
    col_parts = best_col.split()
    
    if len(col_parts) >= 4:
        segmentation_parts = col_parts[:-3]
        segmentation = " ".join(segmentation_parts)
        
        method = "Rice" if "rice" in best_col else "Huffman"
        
        if method == "Rice":
            bit_rate_col = best_col.replace('cr_rice_full', 'bit_rate_rice_full')
            entropy_col = best_col.replace('cr_rice_full', 'entropy')
        else:
            bit_rate_col = best_col.replace('cr_huff_full', 'bit_rate_huff_full')
            entropy_col = best_col.replace('cr_huff_full', 'entropy')
        
        bit_rate = row.get(bit_rate_col, np.nan)
        entropy = row.get(entropy_col, np.nan)
        
        results.append({
            'Record': idx,
            'Best CR': best_cr,
            'Segmentation': segmentation,
            'Method': method,
            'Bit Rate': bit_rate,
            'Entropy': entropy,
            'Full Method': best_col.replace(' cr_rice_full', '').replace(' cr_huff_full', ''),
        })

df_best = pd.DataFrame(results)

print("Best Compression Results for Each Record:")
print("=" * 80)
print(df_best.round(3))

print("\n" + "=" * 80)
print("SUMMARY STATISTICS:")
print(f"Average Best Compression Ratio: {df_best['Best CR'].mean():.3f}")
print(f"Best Overall Compression Ratio: {df_best['Best CR'].max():.3f}")
print(f"Worst Compression Ratio: {df_best['Best CR'].min():.3f}")

print(f"\n" + "=" * 80)
print("ALL METHODS RANKED BY AVERAGE COMPRESSION RATIO:")
method_avgs = {}
for col in cr_columns:
    method_name = col.replace(' cr_rice_full', '').replace(' cr_huff_full', '')
    avg_cr = df[col].mean()
    method_avgs[method_name] = avg_cr

sorted_methods = sorted(method_avgs.items(), key=lambda x: x[1], reverse=True)
for method, avg_cr in sorted_methods:
    print(f"  {method}: {avg_cr:.3f}")

print(f"\n" + "=" * 80)
print("Records with best compression by method:")
for method in df_best['Full Method'].unique():
    records = df_best[df_best['Full Method'] == method]['Record'].tolist()
    avg_cr = df_best[df_best['Full Method'] == method]['Best CR'].mean()
    print(f"  {method}: Records {records} (Avg CR: {avg_cr:.3f})")

print(f"\n" + "=" * 80)
print("TOP 10 BEST COMPRESSION METHODS (AVERAGE):")
for method, avg_cr in sorted_methods[:10]:
    print(f"  {method}: {avg_cr:.3f}")

Best Compression Results for Each Record:
================================================================================
   Record  Best CR Segmentation   Method  Bit Rate  Entropy    Full Method
0     100    2.735        Block  Huffman     4.022    3.739  Block 2048 L1
1     101    2.592        Block  Huffman     4.244    3.968  Block 2048 L1
2     102    2.797        Block  Huffman     3.933    3.640  Block 2048 L1
3     104    2.410        Block  Huffman     4.564    4.278  Block 2048 L1
4     105    2.695        Block  Huffman     4.081    3.807  Block 2048 L1
5     106    2.515        Block  Huffman     4.373    4.094  Block 2048 L1
6     108    2.675        Block  Huffman     4.112    3.878  Block 2048 L1
7     109    2.745        Block  Huffman     4.008    3.731  Block 2048 L1
8     111    2.714        Block  Huffman     4.053    3.780  Block 2048 L1
9     118    2.494        Block  Huffman     4.411    4.123  Block 2048 L1

================================================================================
SUMMARY STATISTICS:
Average Best Compression Ratio: 2.637
Best Overall Compression Ratio: 2.797
Worst Compression Ratio: 2.410

================================================================================
ALL METHODS RANKED BY AVERAGE COMPRESSION RATIO:
  Block 2048 L1: 2.637
  Block 2048 L2: 2.579
  Block 1024 L1: 2.492
  Block 1024 L2: 2.440
  Block 512 L1: 2.228
  Block 512 L2: 2.186
  Annotations L1: 2.037
  Annotations L2: 1.998
  PanTompkins L1: 1.926
  Elgendi Beats L2: 1.921
  Elgendi Beats L1: 1.921
  PanTompkins L2: 1.894

================================================================================
Records with best compression by method:
  Block 2048 L1: Records [100, 101, 102, 104, 105, 106, 108, 109, 111, 118] (Avg CR: 2.637)

================================================================================
TOP 10 BEST COMPRESSION METHODS (AVERAGE):
  Block 2048 L1: 2.637
  Block 2048 L2: 2.579
  Block 1024 L1: 2.492
  Block 1024 L2: 2.440
  Block 512 L1: 2.228
  Block 512 L2: 2.186
  Annotations L1: 2.037
  Annotations L2: 1.998
  PanTompkins L1: 1.926
  Elgendi Beats L2: 1.921

Full Dataset Adaptive Filtering Analysis¶

This code performs comprehensive adaptive filtering analysis across the complete MIT-BIH dataset using LMS, NLMS, and GASS algorithms. It optimizes parameters on 10-second segments and evaluates performance on 5-minute segments, collecting detailed compression metrics including compression ratios, bit rates, entropy, and prediction accuracy for all segmentation methods.

In [24]:
from src.preprocessing.signal_loading import load_full_ecg_adc, remove_dc_offset
from src.preprocessing.signal_processing import divide_into_blocks, elgendi_qrs_detection, extract_beats_from_rpeaks
from src.analysis.adaptive_filtering import (
    grid_search_block_encoder, analyze_block_segments,
    lms_encode_block, lms_decode_block,
    nlms_encode_block, nlms_decode_block,
    gass_encode_block, gass_decode_block,
    calculate_adaptive_filtering_metrics,
    predict_all_segments,
    calculate_prediction_errors
)
import pandas as pd
import warnings
import os
import wfdb
import numpy as np
from biosppy.signals import ecg

warnings.filterwarnings("ignore", category=UserWarning, module="cvxpy")

record_list_full = ['100', '101', '102', '104', '105', '106', '108', '109', '111', '118']
data_path_full = '../data/'

orders_to_test   = [4, 6, 8, 10, 12]
lms_mus_to_test  = [1e-6, 5e-6, 1e-5, 5e-5, 1e-4, 5e-4, 1e-3]
nlms_mus_to_test = [0.01, 0.05, 0.1, 0.2, 0.5, 0.8, 0.9, 1.0]
gass_mus_to_test = [1e-7, 1e-6, 5e-6, 1e-5, 5e-5, 1e-4]
gass_rhos_to_test = [1e-6, 5e-6, 1e-5, 5e-5, 1e-4]

all_results = []

for record_name in record_list_full:
    print(f"\n=== Record {record_name} ===")
    full_adc_raw, full_fs, _, full_baseline = load_full_ecg_adc(record_name, data_path=data_path_full, channel=0)
    if full_adc_raw is None:
        continue

    full_adc_processed, _ = remove_dc_offset(full_adc_raw, full_baseline)

    duration_10s = 10
    end_sample_10s = int(duration_10s * full_fs)
    ten_sec = full_adc_processed[:end_sample_10s]

    segment_len_5min = int(5 * 60 * full_fs)
    segment_5min = full_adc_processed[:segment_len_5min]

    blocks_512_10s  = divide_into_blocks(ten_sec, block_size=512)
    blocks_1024_10s = divide_into_blocks(ten_sec, block_size=1024)
    blocks_2048_10s = divide_into_blocks(ten_sec, block_size=2048)
    beats_Elgendi_10s, _ = elgendi_qrs_detection(ten_sec, fs=full_fs)
    rpeaks_Hamilton_10s = ecg.ecg(signal=ten_sec, sampling_rate=full_fs, show=False)['rpeaks']
    beats_Hamilton_10s  = extract_beats_from_rpeaks(ten_sec, rpeaks_Hamilton_10s)

    blocks_512_5min  = divide_into_blocks(segment_5min, block_size=512)
    blocks_1024_5min = divide_into_blocks(segment_5min, block_size=1024)
    blocks_2048_5min = divide_into_blocks(segment_5min, block_size=2048)
    beats_Elgendi_5min, _ = elgendi_qrs_detection(segment_5min, fs=full_fs)
    rpeaks_Hamilton_5min = ecg.ecg(signal=segment_5min, sampling_rate=full_fs, show=False)['rpeaks']
    beats_Hamilton_5min  = extract_beats_from_rpeaks(segment_5min, rpeaks_Hamilton_5min)

    segmentations_10s = [
        ("Block 512",   blocks_512_10s),
        ("Block 1024",  blocks_1024_10s),
        ("Block 2048",  blocks_2048_10s),
        ("Elgendi Beats",  beats_Elgendi_10s),
        ("Hamilton Beats", beats_Hamilton_10s),
    ]
    segmentations_5min = [
        ("Block 512",   blocks_512_5min),
        ("Block 1024",  blocks_1024_5min),
        ("Block 2048",  blocks_2048_5min),
        ("Elgendi Beats",  beats_Elgendi_5min),
        ("Hamilton Beats", beats_Hamilton_5min),
    ]

    for seg_idx, (label, segs_10s) in enumerate(segmentations_10s):
        segs_10s_int  = [seg.astype(int)   for seg in segs_10s]
        segs_5min_int = [seg.astype(int)   for seg in segmentations_5min[seg_idx][1]]
        segs_10s_float  = [seg.astype(float) for seg in segmentations_10s[seg_idx][1]]
        segs_5min_float = [seg.astype(float) for seg in segmentations_5min[seg_idx][1]]

        try:
            best_params_lms, _ = grid_search_block_encoder(
                lms_encode_block, lms_decode_block,
                segs_10s_int, orders_to_test, lms_mus_to_test, label=f"LMS {label} (10s)"
            )
            lms_results_5min = analyze_block_segments(
                lms_encode_block, lms_decode_block,
                segs_5min_int, best_params_lms, label=f"LMS {label} (5min)"
            )
            lms_preds_5min = predict_all_segments(segs_5min_float, "LMS", best_params_lms)
            mean_l1, mean_l2 = calculate_prediction_errors(segs_5min_float, lms_preds_5min, best_params_lms['order'])
            concat_resid = np.concatenate([r['q_resid'] for r in lms_results_5min if r.get('q_resid') is not None]) \
                           if (lms_results_5min and len(lms_results_5min) > 0) else np.array([], dtype=int)
            metrics_full = calculate_adaptive_filtering_metrics(concat_resid, best_params_lms['order']) if concat_resid.size else {}
            metrics_lms = {
                'Record': record_name,
                'Predictor': 'LMS',
                'Precision': 'Integer',
                'Segmentation': label,
                'Order': best_params_lms['order'],
                'Mu': best_params_lms['mu'],
                'cr_rice_full': metrics_full.get('cr_rice_full', np.nan),
                'cr_huff_full': metrics_full.get('cr_huff_full', np.nan),
                'bit_rate_rice_full': metrics_full.get('bit_rate_rice_full', np.nan),
                'bit_rate_huff_full': metrics_full.get('bit_rate_huff_full', np.nan),
                'entropy': metrics_full.get('entropy', np.nan),
                'total_residuals': metrics_full.get('total_residuals', int(concat_resid.size)),
                'mean_l2_norm': float(mean_l2),
                'mean_l1_norm': float(mean_l1)
            }
            all_results.append(metrics_lms)
            print(f"    Added LMS results for {label}: CR Rice={metrics_lms['cr_rice_full']:.3f}, "
                  f"CR Huff={metrics_lms['cr_huff_full']:.3f}, mean L2={mean_l2:.5f}")
        except Exception as e:
            print(f"Error in LMS for {label}: {e}")

        try:
            best_params_nlms, _ = grid_search_block_encoder(
                nlms_encode_block, nlms_decode_block,
                segs_10s_int, orders_to_test, nlms_mus_to_test, label=f"NLMS {label} (10s)"
            )
            nlms_results_5min = analyze_block_segments(
                nlms_encode_block, nlms_decode_block,
                segs_5min_int, best_params_nlms, label=f"NLMS {label} (5min)"
            )
            nlms_preds_5min = predict_all_segments(segs_5min_float, "NLMS", best_params_nlms)
            mean_l1, mean_l2 = calculate_prediction_errors(segs_5min_float, nlms_preds_5min, best_params_nlms['order'])
            concat_resid = np.concatenate([r['q_resid'] for r in nlms_results_5min if r.get('q_resid') is not None]) \
                           if (nlms_results_5min and len(nlms_results_5min) > 0) else np.array([], dtype=int)
            metrics_full = calculate_adaptive_filtering_metrics(concat_resid, best_params_nlms['order']) if concat_resid.size else {}
            metrics_nlms = {
                'Record': record_name,
                'Predictor': 'NLMS',
                'Precision': 'Integer',
                'Segmentation': label,
                'Order': best_params_nlms['order'],
                'Mu': best_params_nlms['mu'],
                'cr_rice_full': metrics_full.get('cr_rice_full', np.nan),
                'cr_huff_full': metrics_full.get('cr_huff_full', np.nan),
                'bit_rate_rice_full': metrics_full.get('bit_rate_rice_full', np.nan),
                'bit_rate_huff_full': metrics_full.get('bit_rate_huff_full', np.nan),
                'entropy': metrics_full.get('entropy', np.nan),
                'total_residuals': metrics_full.get('total_residuals', int(concat_resid.size)),
                'mean_l2_norm': float(mean_l2),
                'mean_l1_norm': float(mean_l1)
            }
            all_results.append(metrics_nlms)
            print(f"    Added NLMS results for {label}: CR Rice={metrics_nlms['cr_rice_full']:.3f}, "
                  f"CR Huff={metrics_nlms['cr_huff_full']:.3f}, mean L2={mean_l2:.5f}")
        except Exception as e:
            print(f"Error in NLMS for {label}: {e}")

        try:
            best_params_gass, _ = grid_search_block_encoder(
                gass_encode_block, gass_decode_block,
                segs_10s_int, orders_to_test, gass_mus_to_test,
                rho_grid=gass_rhos_to_test, label=f"GASS {label} (10s)"
            )
            gass_results_5min = analyze_block_segments(
                gass_encode_block, gass_decode_block,
                segs_5min_int, best_params_gass, label=f"GASS {label} (5min)", include_rho=True
            )
            gass_preds_5min = predict_all_segments(segs_5min_float, "GASS", best_params_gass)
            mean_l1, mean_l2 = calculate_prediction_errors(segs_5min_float, gass_preds_5min, best_params_gass['order'])
            concat_resid = np.concatenate([r['q_resid'] for r in gass_results_5min if r.get('q_resid') is not None]) \
                           if (gass_results_5min and len(gass_results_5min) > 0) else np.array([], dtype=int)
            metrics_full = calculate_adaptive_filtering_metrics(concat_resid, best_params_gass['order']) if concat_resid.size else {}
            metrics_gass = {
                'Record': record_name,
                'Predictor': 'GASS',
                'Precision': 'Integer',
                'Segmentation': label,
                'Order': best_params_gass['order'],
                'Mu': best_params_gass['mu'],
                'Rho': best_params_gass.get('rho', np.nan),
                'cr_rice_full': metrics_full.get('cr_rice_full', np.nan),
                'cr_huff_full': metrics_full.get('cr_huff_full', np.nan),
                'bit_rate_rice_full': metrics_full.get('bit_rate_rice_full', np.nan),
                'bit_rate_huff_full': metrics_full.get('bit_rate_huff_full', np.nan),
                'entropy': metrics_full.get('entropy', np.nan),
                'total_residuals': metrics_full.get('total_residuals', int(concat_resid.size)),
                'mean_l2_norm': float(mean_l2),
                'mean_l1_norm': float(mean_l1)
            }
            all_results.append(metrics_gass)
            print(f"    Added GASS results for {label}: CR Rice={metrics_gass['cr_rice_full']:.3f}, "
                  f"CR Huff={metrics_gass['cr_huff_full']:.3f}, mean L2={mean_l2:.5f}")
        except Exception as e:
            print(f"Error in GASS for {label}: {e}")

print(f"\nTotal results collected: {len(all_results)}")

if all_results:
    df_metrics = pd.DataFrame(all_results)
    print(f"DataFrame shape: {df_metrics.shape}")
    print(f"DataFrame columns: {df_metrics.columns.tolist()}")
    print("\nFirst few rows:")
    print(df_metrics.head())
    df_metrics.to_csv("../results/lms_nlms_gass_results_5min_eval.csv", index=False)
    print("\nCSV file saved successfully")
else:
    print("No results to save - CSV file will be empty")

=== Record 100 ===

Loading FULL record 100 (ADC units)...
Loaded 650000 ADC samples at 360 Hz
Best params for LMS Block 512 (10s): {'order': 4, 'mu': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (LMS Block 512 (5min)):
Original[4:9]: [-29 -29 -29 -29 -24]
Recon[4:9]:    [-29 -29 -29 -29 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (LMS Block 512 (5min)):
Original[4:9]: [-62 -59 -58 -61 -62]
Recon[4:9]:    [-62 -59 -58 -61 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (LMS Block 512 (5min)):
Original[4:9]: [-75 -77 -78 -78 -75]
Recon[4:9]:    [-75 -77 -78 -78 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (LMS Block 512 (5min)):
Original[4:9]: [-83 -82 -79 -79 -80]
Recon[4:9]:    [-83 -82 -79 -79 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (LMS Block 512 (5min)):
Original[4:9]: [-83 -75 -73 -77 -80]
Recon[4:9]:    [-83 -75 -73 -77 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (LMS Block 512 (5min)):
Original[4:9]: [-64 -67 -67 -65 -65]
Recon[4:9]:    [-64 -67 -67 -65 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (LMS Block 512 (5min)):
Original[4:9]: [-76 -77 -77 -74 -75]
Recon[4:9]:    [-76 -77 -77 -74 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (LMS Block 512 (5min)):
Original[4:9]: [-74 -73 -75 -77 -78]
Recon[4:9]:    [-74 -73 -75 -77 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (LMS Block 512 (5min)):
Original[4:9]: [-40 -40 -42 -41 -39]
Recon[4:9]:    [-40 -40 -42 -41 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (LMS Block 512 (5min)):
Original[4:9]: [-67 -67 -64 -63 -63]
Recon[4:9]:    [-67 -67 -64 -63 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (LMS Block 512 (5min)):
Original[4:9]: [-78 -73 -75 -77 -80]
Recon[4:9]:    [-78 -73 -75 -77 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (LMS Block 512 (5min)):
Original[4:9]: [138  83  21 -30 -69]
Recon[4:9]:    [138  83  21 -30 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (LMS Block 512 (5min)):
Original[4:9]: [-41 -41 -41 -42 -43]
Recon[4:9]:    [-41 -41 -41 -42 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (LMS Block 512 (5min)):
Original[4:9]: [-60 -58 -57 -59 -62]
Recon[4:9]:    [-60 -58 -57 -59 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (LMS Block 512 (5min)):
Original[4:9]: [-76 -76 -78 -78 -76]
Recon[4:9]:    [-76 -76 -78 -78 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (LMS Block 512 (5min)):
Original[4:9]: [-78 -75 -73 -74 -77]
Recon[4:9]:    [-78 -75 -73 -74 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (LMS Block 512 (5min)):
Original[4:9]: [-51 -48 -54 -60 -68]
Recon[4:9]:    [-51 -48 -54 -60 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (LMS Block 512 (5min)):
Original[4:9]: [-82 -82 -85 -85 -82]
Recon[4:9]:    [-82 -82 -85 -85 -82]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (LMS Block 512 (5min)):
Original[4:9]: [-102 -104 -102 -101 -103]
Recon[4:9]:    [-102 -104 -102 -101 -103]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (LMS Block 512 (5min)):
Original[4:9]: [-81 -82 -80 -83 -86]
Recon[4:9]:    [-81 -82 -80 -83 -86]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (LMS Block 512 (5min)):
Original[4:9]: [-82 -84 -85 -85 -86]
Recon[4:9]:    [-82 -84 -85 -85 -86]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (LMS Block 512 (5min)):
Original[4:9]: [-74 -73 -73 -71 -71]
Recon[4:9]:    [-74 -73 -73 -71 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (LMS Block 512 (5min)):
Original[4:9]: [-90 -86 -87 -91 -95]
Recon[4:9]:    [-90 -86 -87 -91 -95]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (LMS Block 512 (5min)):
Original[4:9]: [197 210 195 143  54]
Recon[4:9]:    [197 210 195 143  54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (LMS Block 512 (5min)):
Original[4:9]: [-62 -63 -61 -60 -64]
Recon[4:9]:    [-62 -63 -61 -60 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (LMS Block 512 (5min)):
Original[4:9]: [-79 -78 -80 -81 -79]
Recon[4:9]:    [-79 -78 -80 -81 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (LMS Block 512 (5min)):
Original[4:9]: [-85 -85 -87 -87 -83]
Recon[4:9]:    [-85 -85 -87 -87 -83]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (LMS Block 512 (5min)):
Original[4:9]: [ -89  -98 -101 -105 -116]
Recon[4:9]:    [ -89  -98 -101 -105 -116]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (LMS Block 512 (5min)):
Original[4:9]: [-69 -65 -67 -69 -70]
Recon[4:9]:    [-69 -65 -67 -69 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (LMS Block 512 (5min)):
Original[4:9]: [-74 -76 -80 -80 -78]
Recon[4:9]:    [-74 -76 -80 -80 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (LMS Block 512 (5min)):
Original[4:9]: [-81 -80 -78 -80 -81]
Recon[4:9]:    [-81 -80 -78 -80 -81]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (LMS Block 512 (5min)):
Original[4:9]: [-78 -76 -76 -76 -78]
Recon[4:9]:    [-78 -76 -76 -76 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (LMS Block 512 (5min)):
Original[4:9]: [-68 -67 -67 -67 -62]
Recon[4:9]:    [-68 -67 -67 -67 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (LMS Block 512 (5min)):
Original[4:9]: [-67 -67 -65 -63 -64]
Recon[4:9]:    [-67 -67 -65 -63 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (LMS Block 512 (5min)):
Original[4:9]: [-73 -70 -73 -73 -73]
Recon[4:9]:    [-73 -70 -73 -73 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (LMS Block 512 (5min)):
Original[4:9]: [-74 -75 -79 -80 -77]
Recon[4:9]:    [-74 -75 -79 -80 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (LMS Block 512 (5min)):
Original[4:9]: [-68 -63 -60 -57 -57]
Recon[4:9]:    [-68 -63 -60 -57 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (LMS Block 512 (5min)):
Original[4:9]: [-74 -74 -74 -79 -81]
Recon[4:9]:    [-74 -74 -74 -79 -81]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (LMS Block 512 (5min)):
Original[4:9]: [-73 -73 -74 -78 -75]
Recon[4:9]:    [-73 -73 -74 -78 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (LMS Block 512 (5min)):
Original[4:9]: [-61 -63 -67 -74 -81]
Recon[4:9]:    [-61 -63 -67 -74 -81]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (LMS Block 512 (5min)):
Original[4:9]: [-34 -35 -32 -31 -30]
Recon[4:9]:    [-34 -35 -32 -31 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (LMS Block 512 (5min)):
Original[4:9]: [-44 -44 -43 -45 -41]
Recon[4:9]:    [-44 -44 -43 -45 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (LMS Block 512 (5min)):
Original[4:9]: [-60 -64 -65 -63 -61]
Recon[4:9]:    [-60 -64 -65 -63 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (LMS Block 512 (5min)):
Original[4:9]: [-99 -90 -70 -45 -19]
Recon[4:9]:    [-99 -90 -70 -45 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (LMS Block 512 (5min)):
Original[4:9]: [-50 -50 -52 -54 -51]
Recon[4:9]:    [-50 -50 -52 -54 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (LMS Block 512 (5min)):
Original[4:9]: [-61 -63 -61 -61 -59]
Recon[4:9]:    [-61 -63 -61 -61 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (LMS Block 512 (5min)):
Original[4:9]: [-84 -83 -84 -84 -86]
Recon[4:9]:    [-84 -83 -84 -84 -86]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (LMS Block 512 (5min)):
Original[4:9]: [-65 -70 -69 -69 -67]
Recon[4:9]:    [-65 -70 -69 -69 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (LMS Block 512 (5min)):
Original[4:9]: [-60 -65 -66 -69 -67]
Recon[4:9]:    [-60 -65 -66 -69 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (LMS Block 512 (5min)):
Original[4:9]: [-70 -69 -68 -68 -71]
Recon[4:9]:    [-70 -69 -68 -68 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (LMS Block 512 (5min)):
Original[4:9]: [-62 -61 -63 -67 -67]
Recon[4:9]:    [-62 -61 -63 -67 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (LMS Block 512 (5min)):
Original[4:9]: [-74 -77 -76 -75 -72]
Recon[4:9]:    [-74 -77 -76 -75 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (LMS Block 512 (5min)):
Original[4:9]: [-63 -65 -67 -74 -77]
Recon[4:9]:    [-63 -65 -67 -74 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 53 (LMS Block 512 (5min)):
Original[4:9]: [-66 -64 -65 -66 -68]
Recon[4:9]:    [-66 -64 -65 -66 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 54 (LMS Block 512 (5min)):
Original[4:9]: [-57 -55 -56 -54 -51]
Recon[4:9]:    [-57 -55 -56 -54 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 55 (LMS Block 512 (5min)):
Original[4:9]: [-89 -88 -81 -85 -84]
Recon[4:9]:    [-89 -88 -81 -85 -84]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 56 (LMS Block 512 (5min)):
Original[4:9]: [-48 -53 -61 -62 -65]
Recon[4:9]:    [-48 -53 -61 -62 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 57 (LMS Block 512 (5min)):
Original[4:9]: [-76 -78 -80 -78 -76]
Recon[4:9]:    [-76 -78 -80 -78 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 58 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 59 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 60 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 61 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 62 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 63 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 64 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 65 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 66 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 67 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 68 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 69 (LMS Block 512 (5min)):
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DEBUG Segment 70 (LMS Block 512 (5min)):
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DEBUG Segment 71 (LMS Block 512 (5min)):
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DEBUG Segment 72 (LMS Block 512 (5min)):
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DEBUG Segment 73 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 74 (LMS Block 512 (5min)):
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DEBUG Segment 75 (LMS Block 512 (5min)):
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DEBUG Segment 76 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 77 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 78 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 79 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 80 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 81 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 82 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 83 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 84 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 85 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 86 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 87 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 88 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 89 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 90 (LMS Block 512 (5min)):
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DEBUG Segment 91 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 92 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 93 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 94 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 95 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 96 (LMS Block 512 (5min)):
Original[4:9]: [-61 -61 -60 -60 -62]
Recon[4:9]:    [-61 -61 -60 -60 -62]
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L2 calculation: 0.0

DEBUG Segment 97 (LMS Block 512 (5min)):
Original[4:9]: [-72 -72 -74 -77 -78]
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L2 calculation: 0.0

DEBUG Segment 98 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 99 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 100 (LMS Block 512 (5min)):
Original[4:9]: [-59 -57 -58 -57 -59]
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L2 calculation: 0.0

DEBUG Segment 101 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 102 (LMS Block 512 (5min)):
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DEBUG Segment 103 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 104 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 105 (LMS Block 512 (5min)):
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DEBUG Segment 106 (LMS Block 512 (5min)):
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DEBUG Segment 107 (LMS Block 512 (5min)):
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DEBUG Segment 108 (LMS Block 512 (5min)):
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DEBUG Segment 109 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 110 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 111 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 112 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 113 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 114 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 115 (LMS Block 512 (5min)):
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DEBUG Segment 116 (LMS Block 512 (5min)):
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DEBUG Segment 117 (LMS Block 512 (5min)):
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DEBUG Segment 118 (LMS Block 512 (5min)):
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DEBUG Segment 119 (LMS Block 512 (5min)):
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DEBUG Segment 120 (LMS Block 512 (5min)):
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DEBUG Segment 121 (LMS Block 512 (5min)):
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DEBUG Segment 122 (LMS Block 512 (5min)):
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DEBUG Segment 123 (LMS Block 512 (5min)):
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DEBUG Segment 124 (LMS Block 512 (5min)):
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DEBUG Segment 125 (LMS Block 512 (5min)):
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DEBUG Segment 126 (LMS Block 512 (5min)):
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DEBUG Segment 127 (LMS Block 512 (5min)):
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DEBUG Segment 128 (LMS Block 512 (5min)):
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DEBUG Segment 129 (LMS Block 512 (5min)):
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DEBUG Segment 130 (LMS Block 512 (5min)):
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DEBUG Segment 131 (LMS Block 512 (5min)):
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DEBUG Segment 132 (LMS Block 512 (5min)):
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DEBUG Segment 133 (LMS Block 512 (5min)):
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DEBUG Segment 134 (LMS Block 512 (5min)):
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DEBUG Segment 135 (LMS Block 512 (5min)):
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DEBUG Segment 136 (LMS Block 512 (5min)):
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DEBUG Segment 137 (LMS Block 512 (5min)):
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DEBUG Segment 138 (LMS Block 512 (5min)):
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DEBUG Segment 139 (LMS Block 512 (5min)):
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DEBUG Segment 140 (LMS Block 512 (5min)):
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DEBUG Segment 141 (LMS Block 512 (5min)):
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DEBUG Segment 142 (LMS Block 512 (5min)):
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DEBUG Segment 143 (LMS Block 512 (5min)):
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DEBUG Segment 144 (LMS Block 512 (5min)):
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Recon[4:9]:    [-62 -60 -59 -60 -62]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 145 (LMS Block 512 (5min)):
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Recon[4:9]:    [-68 -71 -71 -70 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 146 (LMS Block 512 (5min)):
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Recon[4:9]:    [-107 -116 -122 -117  -97]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 147 (LMS Block 512 (5min)):
Original[4:9]: [-46 -43 -42 -43 -45]
Recon[4:9]:    [-46 -43 -42 -43 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 148 (LMS Block 512 (5min)):
Original[4:9]: [-77 -78 -81 -82 -81]
Recon[4:9]:    [-77 -78 -81 -82 -81]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 149 (LMS Block 512 (5min)):
Original[4:9]: [-75 -76 -77 -73 -73]
Recon[4:9]:    [-75 -76 -77 -73 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 150 (LMS Block 512 (5min)):
Original[4:9]: [-90 -87 -87 -87 -89]
Recon[4:9]:    [-90 -87 -87 -87 -89]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 151 (LMS Block 512 (5min)):
Original[4:9]: [-36 -43 -50 -56 -58]
Recon[4:9]:    [-36 -43 -50 -56 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 152 (LMS Block 512 (5min)):
Original[4:9]: [-81 -84 -87 -87 -85]
Recon[4:9]:    [-81 -84 -87 -87 -85]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 153 (LMS Block 512 (5min)):
Original[4:9]: [-82 -79 -80 -78 -80]
Recon[4:9]:    [-82 -79 -80 -78 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 154 (LMS Block 512 (5min)):
Original[4:9]: [-91 -89 -89 -92 -95]
Recon[4:9]:    [-91 -89 -89 -92 -95]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 155 (LMS Block 512 (5min)):
Original[4:9]: [-84 -86 -87 -86 -85]
Recon[4:9]:    [-84 -86 -87 -86 -85]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 156 (LMS Block 512 (5min)):
Original[4:9]: [-93 -91 -91 -87 -87]
Recon[4:9]:    [-93 -91 -91 -87 -87]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 157 (LMS Block 512 (5min)):
Original[4:9]: [-106 -104 -104 -106 -108]
Recon[4:9]:    [-106 -104 -104 -106 -108]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 158 (LMS Block 512 (5min)):
Original[4:9]: [-84 -85 -83 -82 -81]
Recon[4:9]:    [-84 -85 -83 -82 -81]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 159 (LMS Block 512 (5min)):
Original[4:9]: [-90 -91 -92 -92 -91]
Recon[4:9]:    [-90 -91 -92 -92 -91]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 160 (LMS Block 512 (5min)):
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Recon[4:9]:    [-70 -70 -70 -70 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 161 (LMS Block 512 (5min)):
Original[4:9]: [-104 -103 -107 -107 -106]
Recon[4:9]:    [-104 -103 -107 -107 -106]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 162 (LMS Block 512 (5min)):
Original[4:9]: [-80 -78 -81 -78 -77]
Recon[4:9]:    [-80 -78 -81 -78 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 163 (LMS Block 512 (5min)):
Original[4:9]: [-88 -87 -85 -87 -87]
Recon[4:9]:    [-88 -87 -85 -87 -87]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 164 (LMS Block 512 (5min)):
Original[4:9]: [-68 -67 -68 -71 -70]
Recon[4:9]:    [-68 -67 -68 -71 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 165 (LMS Block 512 (5min)):
Original[4:9]: [-81 -84 -80 -81 -80]
Recon[4:9]:    [-81 -84 -80 -81 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 166 (LMS Block 512 (5min)):
Original[4:9]: [ -86  -91  -93  -97 -107]
Recon[4:9]:    [ -86  -91  -93  -97 -107]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 167 (LMS Block 512 (5min)):
Original[4:9]: [-74 -72 -71 -71 -72]
Recon[4:9]:    [-74 -72 -71 -71 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 168 (LMS Block 512 (5min)):
Original[4:9]: [-57 -59 -59 -59 -57]
Recon[4:9]:    [-57 -59 -59 -59 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 169 (LMS Block 512 (5min)):
Original[4:9]: [-83 -83 -80 -80 -79]
Recon[4:9]:    [-83 -83 -80 -80 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 170 (LMS Block 512 (5min)):
Original[4:9]: [-57 -56 -58 -59 -62]
Recon[4:9]:    [-57 -56 -58 -59 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 171 (LMS Block 512 (5min)):
Original[4:9]: [-80 -81 -85 -80 -79]
Recon[4:9]:    [-80 -81 -85 -80 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 172 (LMS Block 512 (5min)):
Original[4:9]: [-58 -58 -57 -53 -56]
Recon[4:9]:    [-58 -58 -57 -53 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 173 (LMS Block 512 (5min)):
Original[4:9]: [-90 -88 -87 -89 -92]
Recon[4:9]:    [-90 -88 -87 -89 -92]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 174 (LMS Block 512 (5min)):
Original[4:9]: [-57 -63 -66 -67 -64]
Recon[4:9]:    [-57 -63 -66 -67 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 175 (LMS Block 512 (5min)):
Original[4:9]: [-68 -72 -70 -68 -66]
Recon[4:9]:    [-68 -72 -70 -68 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 176 (LMS Block 512 (5min)):
Original[4:9]: [-36 -37 -37 -38 -39]
Recon[4:9]:    [-36 -37 -37 -38 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 177 (LMS Block 512 (5min)):
Original[4:9]: [-73 -72 -75 -74 -73]
Recon[4:9]:    [-73 -72 -75 -74 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 178 (LMS Block 512 (5min)):
Original[4:9]: [-41 -46 -46 -49 -50]
Recon[4:9]:    [-41 -46 -46 -49 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 179 (LMS Block 512 (5min)):
Original[4:9]: [-63 -62 -61 -63 -65]
Recon[4:9]:    [-63 -62 -61 -63 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 180 (LMS Block 512 (5min)):
Original[4:9]: [-35 -33 -36 -39 -37]
Recon[4:9]:    [-35 -33 -36 -39 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 181 (LMS Block 512 (5min)):
Original[4:9]: [-60 -62 -63 -62 -62]
Recon[4:9]:    [-60 -62 -63 -62 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 182 (LMS Block 512 (5min)):
Original[4:9]: [-42 -39 -40 -43 -41]
Recon[4:9]:    [-42 -39 -40 -43 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 183 (LMS Block 512 (5min)):
Original[4:9]: [-49 -49 -49 -52 -51]
Recon[4:9]:    [-49 -49 -49 -52 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 184 (LMS Block 512 (5min)):
Original[4:9]: [-57 -55 -56 -52 -47]
Recon[4:9]:    [-57 -55 -56 -52 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 185 (LMS Block 512 (5min)):
Original[4:9]: [-55 -55 -54 -55 -52]
Recon[4:9]:    [-55 -55 -54 -55 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 186 (LMS Block 512 (5min)):
Original[4:9]: [-60 -59 -60 -61 -65]
Recon[4:9]:    [-60 -59 -60 -61 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 187 (LMS Block 512 (5min)):
Original[4:9]: [-57 -58 -57 -58 -56]
Recon[4:9]:    [-57 -58 -57 -58 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 188 (LMS Block 512 (5min)):
Original[4:9]: [-83 -83 -81 -80 -83]
Recon[4:9]:    [-83 -83 -81 -80 -83]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 189 (LMS Block 512 (5min)):
Original[4:9]: [-60 -61 -59 -61 -62]
Recon[4:9]:    [-60 -61 -59 -61 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 190 (LMS Block 512 (5min)):
Original[4:9]: [-37 -35 -41 -42 -43]
Recon[4:9]:    [-37 -35 -41 -42 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 191 (LMS Block 512 (5min)):
Original[4:9]: [-52 -54 -53 -51 -53]
Recon[4:9]:    [-52 -54 -53 -51 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 192 (LMS Block 512 (5min)):
Original[4:9]: [-71 -67 -68 -70 -72]
Recon[4:9]:    [-71 -67 -68 -70 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 193 (LMS Block 512 (5min)):
Original[4:9]: [-75 -75 -76 -76 -74]
Recon[4:9]:    [-75 -75 -76 -76 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 194 (LMS Block 512 (5min)):
Original[4:9]: [-53 -57 -59 -60 -61]
Recon[4:9]:    [-53 -57 -59 -60 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 195 (LMS Block 512 (5min)):
Original[4:9]: [-79 -80 -80 -80 -79]
Recon[4:9]:    [-79 -80 -80 -80 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 196 (LMS Block 512 (5min)):
Original[4:9]: [-48 -48 -49 -52 -51]
Recon[4:9]:    [-48 -48 -49 -52 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 197 (LMS Block 512 (5min)):
Original[4:9]: [-85 -87 -86 -87 -86]
Recon[4:9]:    [-85 -87 -86 -87 -86]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 198 (LMS Block 512 (5min)):
Original[4:9]: [-83 -83 -79 -82 -84]
Recon[4:9]:    [-83 -83 -79 -82 -84]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 199 (LMS Block 512 (5min)):
Original[4:9]: [-61 -66 -68 -70 -75]
Recon[4:9]:    [-61 -66 -68 -70 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 200 (LMS Block 512 (5min)):
Original[4:9]: [-58 -59 -61 -61 -59]
Recon[4:9]:    [-58 -59 -61 -61 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 201 (LMS Block 512 (5min)):
Original[4:9]: [-60 -60 -58 -58 -58]
Recon[4:9]:    [-60 -60 -58 -58 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 202 (LMS Block 512 (5min)):
Original[4:9]: [-75 -75 -74 -77 -78]
Recon[4:9]:    [-75 -75 -74 -77 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 203 (LMS Block 512 (5min)):
Original[4:9]: [-63 -66 -70 -69 -71]
Recon[4:9]:    [-63 -66 -70 -69 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 204 (LMS Block 512 (5min)):
Original[4:9]: [-53 -52 -52 -50 -49]
Recon[4:9]:    [-53 -52 -52 -50 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 205 (LMS Block 512 (5min)):
Original[4:9]: [-66 -64 -63 -66 -68]
Recon[4:9]:    [-66 -64 -63 -66 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 206 (LMS Block 512 (5min)):
Original[4:9]: [-76 -78 -80 -80 -78]
Recon[4:9]:    [-76 -78 -80 -80 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 207 (LMS Block 512 (5min)):
Original[4:9]: [-76 -76 -71 -70 -71]
Recon[4:9]:    [-76 -76 -71 -70 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 208 (LMS Block 512 (5min)):
Original[4:9]: [-49 -47 -47 -47 -50]
Recon[4:9]:    [-49 -47 -47 -47 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 209 (LMS Block 512 (5min)):
Original[4:9]: [-63 -64 -67 -67 -66]
Recon[4:9]:    [-63 -64 -67 -67 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 210 (LMS Block 512 (5min)):
Original[4:9]: [-74 -77 -74 -72 -74]
Recon[4:9]:    [-74 -77 -74 -72 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- LMS Block 512 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added LMS results for Block 512: CR Rice=1.759, CR Huff=1.960, mean L2=25.34365
Best params for NLMS Block 512 (10s): {'order': 4, 'mu': 0.01} (avg l2-norm=0.00000)

DEBUG Segment 0 (NLMS Block 512 (5min)):
Original[4:9]: [-29 -29 -29 -29 -24]
Recon[4:9]:    [-29 -29 -29 -29 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (NLMS Block 512 (5min)):
Original[4:9]: [-62 -59 -58 -61 -62]
Recon[4:9]:    [-62 -59 -58 -61 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (NLMS Block 512 (5min)):
Original[4:9]: [-75 -77 -78 -78 -75]
Recon[4:9]:    [-75 -77 -78 -78 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (NLMS Block 512 (5min)):
Original[4:9]: [-83 -82 -79 -79 -80]
Recon[4:9]:    [-83 -82 -79 -79 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (NLMS Block 512 (5min)):
Original[4:9]: [-83 -75 -73 -77 -80]
Recon[4:9]:    [-83 -75 -73 -77 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (NLMS Block 512 (5min)):
Original[4:9]: [-64 -67 -67 -65 -65]
Recon[4:9]:    [-64 -67 -67 -65 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (NLMS Block 512 (5min)):
Original[4:9]: [-76 -77 -77 -74 -75]
Recon[4:9]:    [-76 -77 -77 -74 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (NLMS Block 512 (5min)):
Original[4:9]: [-74 -73 -75 -77 -78]
Recon[4:9]:    [-74 -73 -75 -77 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (NLMS Block 512 (5min)):
Original[4:9]: [-40 -40 -42 -41 -39]
Recon[4:9]:    [-40 -40 -42 -41 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (NLMS Block 512 (5min)):
Original[4:9]: [-67 -67 -64 -63 -63]
Recon[4:9]:    [-67 -67 -64 -63 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (NLMS Block 512 (5min)):
Original[4:9]: [-78 -73 -75 -77 -80]
Recon[4:9]:    [-78 -73 -75 -77 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (NLMS Block 512 (5min)):
Original[4:9]: [138  83  21 -30 -69]
Recon[4:9]:    [138  83  21 -30 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (NLMS Block 512 (5min)):
Original[4:9]: [-41 -41 -41 -42 -43]
Recon[4:9]:    [-41 -41 -41 -42 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (NLMS Block 512 (5min)):
Original[4:9]: [-60 -58 -57 -59 -62]
Recon[4:9]:    [-60 -58 -57 -59 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (NLMS Block 512 (5min)):
Original[4:9]: [-76 -76 -78 -78 -76]
Recon[4:9]:    [-76 -76 -78 -78 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (NLMS Block 512 (5min)):
Original[4:9]: [-78 -75 -73 -74 -77]
Recon[4:9]:    [-78 -75 -73 -74 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (NLMS Block 512 (5min)):
Original[4:9]: [-51 -48 -54 -60 -68]
Recon[4:9]:    [-51 -48 -54 -60 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (NLMS Block 512 (5min)):
Original[4:9]: [-82 -82 -85 -85 -82]
Recon[4:9]:    [-82 -82 -85 -85 -82]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (NLMS Block 512 (5min)):
Original[4:9]: [-102 -104 -102 -101 -103]
Recon[4:9]:    [-102 -104 -102 -101 -103]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
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DEBUG Segment 19 (NLMS Block 512 (5min)):
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DEBUG Segment 24 (NLMS Block 512 (5min)):
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DEBUG Segment 25 (NLMS Block 512 (5min)):
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DEBUG Segment 26 (NLMS Block 512 (5min)):
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DEBUG Segment 27 (NLMS Block 512 (5min)):
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DEBUG Segment 28 (NLMS Block 512 (5min)):
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DEBUG Segment 29 (NLMS Block 512 (5min)):
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DEBUG Segment 30 (NLMS Block 512 (5min)):
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DEBUG Segment 31 (NLMS Block 512 (5min)):
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DEBUG Segment 32 (NLMS Block 512 (5min)):
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DEBUG Segment 33 (NLMS Block 512 (5min)):
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DEBUG Segment 34 (NLMS Block 512 (5min)):
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DEBUG Segment 35 (NLMS Block 512 (5min)):
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DEBUG Segment 36 (NLMS Block 512 (5min)):
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DEBUG Segment 37 (NLMS Block 512 (5min)):
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DEBUG Segment 38 (NLMS Block 512 (5min)):
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DEBUG Segment 39 (NLMS Block 512 (5min)):
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DEBUG Segment 40 (NLMS Block 512 (5min)):
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DEBUG Segment 41 (NLMS Block 512 (5min)):
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DEBUG Segment 42 (NLMS Block 512 (5min)):
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DEBUG Segment 43 (NLMS Block 512 (5min)):
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DEBUG Segment 44 (NLMS Block 512 (5min)):
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DEBUG Segment 45 (NLMS Block 512 (5min)):
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DEBUG Segment 46 (NLMS Block 512 (5min)):
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DEBUG Segment 47 (NLMS Block 512 (5min)):
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DEBUG Segment 48 (NLMS Block 512 (5min)):
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DEBUG Segment 49 (NLMS Block 512 (5min)):
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DEBUG Segment 50 (NLMS Block 512 (5min)):
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DEBUG Segment 51 (NLMS Block 512 (5min)):
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DEBUG Segment 52 (NLMS Block 512 (5min)):
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DEBUG Segment 53 (NLMS Block 512 (5min)):
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DEBUG Segment 54 (NLMS Block 512 (5min)):
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DEBUG Segment 55 (NLMS Block 512 (5min)):
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DEBUG Segment 56 (NLMS Block 512 (5min)):
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DEBUG Segment 57 (NLMS Block 512 (5min)):
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DEBUG Segment 58 (NLMS Block 512 (5min)):
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DEBUG Segment 59 (NLMS Block 512 (5min)):
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DEBUG Segment 60 (NLMS Block 512 (5min)):
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DEBUG Segment 61 (NLMS Block 512 (5min)):
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DEBUG Segment 62 (NLMS Block 512 (5min)):
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DEBUG Segment 63 (NLMS Block 512 (5min)):
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DEBUG Segment 64 (NLMS Block 512 (5min)):
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DEBUG Segment 65 (NLMS Block 512 (5min)):
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DEBUG Segment 66 (NLMS Block 512 (5min)):
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DEBUG Segment 67 (NLMS Block 512 (5min)):
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DEBUG Segment 68 (NLMS Block 512 (5min)):
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DEBUG Segment 69 (NLMS Block 512 (5min)):
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DEBUG Segment 70 (NLMS Block 512 (5min)):
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DEBUG Segment 71 (NLMS Block 512 (5min)):
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DEBUG Segment 72 (NLMS Block 512 (5min)):
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DEBUG Segment 73 (NLMS Block 512 (5min)):
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DEBUG Segment 74 (NLMS Block 512 (5min)):
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DEBUG Segment 75 (NLMS Block 512 (5min)):
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DEBUG Segment 76 (NLMS Block 512 (5min)):
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DEBUG Segment 77 (NLMS Block 512 (5min)):
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DEBUG Segment 78 (NLMS Block 512 (5min)):
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DEBUG Segment 79 (NLMS Block 512 (5min)):
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DEBUG Segment 80 (NLMS Block 512 (5min)):
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DEBUG Segment 81 (NLMS Block 512 (5min)):
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DEBUG Segment 82 (NLMS Block 512 (5min)):
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DEBUG Segment 83 (NLMS Block 512 (5min)):
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DEBUG Segment 84 (NLMS Block 512 (5min)):
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DEBUG Segment 85 (NLMS Block 512 (5min)):
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DEBUG Segment 86 (NLMS Block 512 (5min)):
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DEBUG Segment 87 (NLMS Block 512 (5min)):
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DEBUG Segment 88 (NLMS Block 512 (5min)):
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DEBUG Segment 89 (NLMS Block 512 (5min)):
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DEBUG Segment 90 (NLMS Block 512 (5min)):
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DEBUG Segment 91 (NLMS Block 512 (5min)):
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DEBUG Segment 94 (NLMS Block 512 (5min)):
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DEBUG Segment 95 (NLMS Block 512 (5min)):
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DEBUG Segment 96 (NLMS Block 512 (5min)):
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DEBUG Segment 97 (NLMS Block 512 (5min)):
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DEBUG Segment 98 (NLMS Block 512 (5min)):
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DEBUG Segment 99 (NLMS Block 512 (5min)):
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DEBUG Segment 100 (NLMS Block 512 (5min)):
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DEBUG Segment 101 (NLMS Block 512 (5min)):
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DEBUG Segment 102 (NLMS Block 512 (5min)):
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DEBUG Segment 103 (NLMS Block 512 (5min)):
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DEBUG Segment 104 (NLMS Block 512 (5min)):
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DEBUG Segment 105 (NLMS Block 512 (5min)):
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DEBUG Segment 106 (NLMS Block 512 (5min)):
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DEBUG Segment 107 (NLMS Block 512 (5min)):
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DEBUG Segment 108 (NLMS Block 512 (5min)):
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DEBUG Segment 109 (NLMS Block 512 (5min)):
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DEBUG Segment 110 (NLMS Block 512 (5min)):
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DEBUG Segment 111 (NLMS Block 512 (5min)):
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DEBUG Segment 112 (NLMS Block 512 (5min)):
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DEBUG Segment 113 (NLMS Block 512 (5min)):
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DEBUG Segment 114 (NLMS Block 512 (5min)):
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DEBUG Segment 115 (NLMS Block 512 (5min)):
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DEBUG Segment 116 (NLMS Block 512 (5min)):
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DEBUG Segment 117 (NLMS Block 512 (5min)):
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DEBUG Segment 118 (NLMS Block 512 (5min)):
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DEBUG Segment 119 (NLMS Block 512 (5min)):
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DEBUG Segment 120 (NLMS Block 512 (5min)):
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DEBUG Segment 121 (NLMS Block 512 (5min)):
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DEBUG Segment 122 (NLMS Block 512 (5min)):
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DEBUG Segment 123 (NLMS Block 512 (5min)):
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DEBUG Segment 124 (NLMS Block 512 (5min)):
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DEBUG Segment 125 (NLMS Block 512 (5min)):
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DEBUG Segment 126 (NLMS Block 512 (5min)):
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DEBUG Segment 127 (NLMS Block 512 (5min)):
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DEBUG Segment 128 (NLMS Block 512 (5min)):
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DEBUG Segment 129 (NLMS Block 512 (5min)):
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DEBUG Segment 130 (NLMS Block 512 (5min)):
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DEBUG Segment 131 (NLMS Block 512 (5min)):
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DEBUG Segment 132 (NLMS Block 512 (5min)):
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DEBUG Segment 133 (NLMS Block 512 (5min)):
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DEBUG Segment 134 (NLMS Block 512 (5min)):
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DEBUG Segment 135 (NLMS Block 512 (5min)):
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DEBUG Segment 136 (NLMS Block 512 (5min)):
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DEBUG Segment 137 (NLMS Block 512 (5min)):
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DEBUG Segment 138 (NLMS Block 512 (5min)):
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DEBUG Segment 139 (NLMS Block 512 (5min)):
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DEBUG Segment 140 (NLMS Block 512 (5min)):
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DEBUG Segment 141 (NLMS Block 512 (5min)):
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DEBUG Segment 142 (NLMS Block 512 (5min)):
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DEBUG Segment 143 (NLMS Block 512 (5min)):
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DEBUG Segment 144 (NLMS Block 512 (5min)):
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DEBUG Segment 145 (NLMS Block 512 (5min)):
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DEBUG Segment 146 (NLMS Block 512 (5min)):
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DEBUG Segment 147 (NLMS Block 512 (5min)):
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DEBUG Segment 148 (NLMS Block 512 (5min)):
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DEBUG Segment 149 (NLMS Block 512 (5min)):
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DEBUG Segment 150 (NLMS Block 512 (5min)):
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DEBUG Segment 151 (NLMS Block 512 (5min)):
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DEBUG Segment 152 (NLMS Block 512 (5min)):
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DEBUG Segment 153 (NLMS Block 512 (5min)):
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DEBUG Segment 154 (NLMS Block 512 (5min)):
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DEBUG Segment 155 (NLMS Block 512 (5min)):
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DEBUG Segment 156 (NLMS Block 512 (5min)):
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DEBUG Segment 157 (NLMS Block 512 (5min)):
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DEBUG Segment 158 (NLMS Block 512 (5min)):
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DEBUG Segment 159 (NLMS Block 512 (5min)):
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DEBUG Segment 160 (NLMS Block 512 (5min)):
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DEBUG Segment 161 (NLMS Block 512 (5min)):
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DEBUG Segment 162 (NLMS Block 512 (5min)):
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DEBUG Segment 163 (NLMS Block 512 (5min)):
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DEBUG Segment 164 (NLMS Block 512 (5min)):
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DEBUG Segment 165 (NLMS Block 512 (5min)):
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DEBUG Segment 166 (NLMS Block 512 (5min)):
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DEBUG Segment 167 (NLMS Block 512 (5min)):
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DEBUG Segment 168 (NLMS Block 512 (5min)):
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DEBUG Segment 169 (NLMS Block 512 (5min)):
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DEBUG Segment 170 (NLMS Block 512 (5min)):
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DEBUG Segment 171 (NLMS Block 512 (5min)):
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DEBUG Segment 172 (NLMS Block 512 (5min)):
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DEBUG Segment 173 (NLMS Block 512 (5min)):
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DEBUG Segment 174 (NLMS Block 512 (5min)):
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DEBUG Segment 175 (NLMS Block 512 (5min)):
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DEBUG Segment 176 (NLMS Block 512 (5min)):
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DEBUG Segment 177 (NLMS Block 512 (5min)):
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DEBUG Segment 178 (NLMS Block 512 (5min)):
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DEBUG Segment 179 (NLMS Block 512 (5min)):
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DEBUG Segment 180 (NLMS Block 512 (5min)):
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DEBUG Segment 181 (NLMS Block 512 (5min)):
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DEBUG Segment 182 (NLMS Block 512 (5min)):
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DEBUG Segment 183 (NLMS Block 512 (5min)):
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DEBUG Segment 184 (NLMS Block 512 (5min)):
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DEBUG Segment 185 (NLMS Block 512 (5min)):
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DEBUG Segment 186 (NLMS Block 512 (5min)):
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DEBUG Segment 187 (NLMS Block 512 (5min)):
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DEBUG Segment 188 (NLMS Block 512 (5min)):
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DEBUG Segment 189 (NLMS Block 512 (5min)):
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DEBUG Segment 190 (NLMS Block 512 (5min)):
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DEBUG Segment 191 (NLMS Block 512 (5min)):
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DEBUG Segment 192 (NLMS Block 512 (5min)):
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DEBUG Segment 193 (NLMS Block 512 (5min)):
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DEBUG Segment 194 (NLMS Block 512 (5min)):
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DEBUG Segment 195 (NLMS Block 512 (5min)):
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DEBUG Segment 196 (NLMS Block 512 (5min)):
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DEBUG Segment 197 (NLMS Block 512 (5min)):
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DEBUG Segment 198 (NLMS Block 512 (5min)):
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DEBUG Segment 199 (NLMS Block 512 (5min)):
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DEBUG Segment 200 (NLMS Block 512 (5min)):
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DEBUG Segment 201 (NLMS Block 512 (5min)):
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DEBUG Segment 202 (NLMS Block 512 (5min)):
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DEBUG Segment 203 (NLMS Block 512 (5min)):
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DEBUG Segment 204 (NLMS Block 512 (5min)):
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DEBUG Segment 205 (NLMS Block 512 (5min)):
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DEBUG Segment 206 (NLMS Block 512 (5min)):
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DEBUG Segment 207 (NLMS Block 512 (5min)):
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DEBUG Segment 208 (NLMS Block 512 (5min)):
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DEBUG Segment 209 (NLMS Block 512 (5min)):
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DEBUG Segment 210 (NLMS Block 512 (5min)):
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---- NLMS Block 512 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added NLMS results for Block 512: CR Rice=1.626, CR Huff=1.824, mean L2=30.19541
Best params for GASS Block 512 (10s): {'order': 4, 'mu': 1e-07, 'rho': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (GASS Block 512 (5min)):
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DEBUG Segment 1 (GASS Block 512 (5min)):
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DEBUG Segment 2 (GASS Block 512 (5min)):
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DEBUG Segment 3 (GASS Block 512 (5min)):
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DEBUG Segment 4 (GASS Block 512 (5min)):
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DEBUG Segment 5 (GASS Block 512 (5min)):
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DEBUG Segment 6 (GASS Block 512 (5min)):
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DEBUG Segment 7 (GASS Block 512 (5min)):
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DEBUG Segment 8 (GASS Block 512 (5min)):
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DEBUG Segment 9 (GASS Block 512 (5min)):
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DEBUG Segment 10 (GASS Block 512 (5min)):
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DEBUG Segment 11 (GASS Block 512 (5min)):
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DEBUG Segment 12 (GASS Block 512 (5min)):
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DEBUG Segment 13 (GASS Block 512 (5min)):
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DEBUG Segment 14 (GASS Block 512 (5min)):
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DEBUG Segment 15 (GASS Block 512 (5min)):
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DEBUG Segment 16 (GASS Block 512 (5min)):
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DEBUG Segment 17 (GASS Block 512 (5min)):
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DEBUG Segment 18 (GASS Block 512 (5min)):
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DEBUG Segment 19 (GASS Block 512 (5min)):
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DEBUG Segment 20 (GASS Block 512 (5min)):
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DEBUG Segment 21 (GASS Block 512 (5min)):
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DEBUG Segment 22 (GASS Block 512 (5min)):
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DEBUG Segment 23 (GASS Block 512 (5min)):
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DEBUG Segment 24 (GASS Block 512 (5min)):
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DEBUG Segment 25 (GASS Block 512 (5min)):
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DEBUG Segment 26 (GASS Block 512 (5min)):
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DEBUG Segment 27 (GASS Block 512 (5min)):
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DEBUG Segment 28 (GASS Block 512 (5min)):
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DEBUG Segment 29 (GASS Block 512 (5min)):
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DEBUG Segment 30 (GASS Block 512 (5min)):
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DEBUG Segment 31 (GASS Block 512 (5min)):
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DEBUG Segment 32 (GASS Block 512 (5min)):
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DEBUG Segment 33 (GASS Block 512 (5min)):
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DEBUG Segment 34 (GASS Block 512 (5min)):
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DEBUG Segment 35 (GASS Block 512 (5min)):
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DEBUG Segment 36 (GASS Block 512 (5min)):
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DEBUG Segment 37 (GASS Block 512 (5min)):
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DEBUG Segment 38 (GASS Block 512 (5min)):
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DEBUG Segment 39 (GASS Block 512 (5min)):
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DEBUG Segment 40 (GASS Block 512 (5min)):
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DEBUG Segment 41 (GASS Block 512 (5min)):
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DEBUG Segment 42 (GASS Block 512 (5min)):
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DEBUG Segment 43 (GASS Block 512 (5min)):
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DEBUG Segment 44 (GASS Block 512 (5min)):
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DEBUG Segment 45 (GASS Block 512 (5min)):
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DEBUG Segment 46 (GASS Block 512 (5min)):
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DEBUG Segment 47 (GASS Block 512 (5min)):
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DEBUG Segment 48 (GASS Block 512 (5min)):
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DEBUG Segment 49 (GASS Block 512 (5min)):
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DEBUG Segment 50 (GASS Block 512 (5min)):
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DEBUG Segment 51 (GASS Block 512 (5min)):
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DEBUG Segment 52 (GASS Block 512 (5min)):
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DEBUG Segment 53 (GASS Block 512 (5min)):
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DEBUG Segment 54 (GASS Block 512 (5min)):
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DEBUG Segment 55 (GASS Block 512 (5min)):
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DEBUG Segment 56 (GASS Block 512 (5min)):
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DEBUG Segment 57 (GASS Block 512 (5min)):
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DEBUG Segment 58 (GASS Block 512 (5min)):
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DEBUG Segment 59 (GASS Block 512 (5min)):
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DEBUG Segment 60 (GASS Block 512 (5min)):
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DEBUG Segment 61 (GASS Block 512 (5min)):
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DEBUG Segment 62 (GASS Block 512 (5min)):
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DEBUG Segment 63 (GASS Block 512 (5min)):
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DEBUG Segment 64 (GASS Block 512 (5min)):
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DEBUG Segment 65 (GASS Block 512 (5min)):
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DEBUG Segment 66 (GASS Block 512 (5min)):
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DEBUG Segment 154 (GASS Block 512 (5min)):
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DEBUG Segment 155 (GASS Block 512 (5min)):
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DEBUG Segment 156 (GASS Block 512 (5min)):
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DEBUG Segment 157 (GASS Block 512 (5min)):
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DEBUG Segment 158 (GASS Block 512 (5min)):
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DEBUG Segment 159 (GASS Block 512 (5min)):
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DEBUG Segment 160 (GASS Block 512 (5min)):
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DEBUG Segment 161 (GASS Block 512 (5min)):
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DEBUG Segment 162 (GASS Block 512 (5min)):
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DEBUG Segment 163 (GASS Block 512 (5min)):
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DEBUG Segment 164 (GASS Block 512 (5min)):
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DEBUG Segment 165 (GASS Block 512 (5min)):
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DEBUG Segment 166 (GASS Block 512 (5min)):
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DEBUG Segment 167 (GASS Block 512 (5min)):
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DEBUG Segment 168 (GASS Block 512 (5min)):
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DEBUG Segment 169 (GASS Block 512 (5min)):
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DEBUG Segment 170 (GASS Block 512 (5min)):
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DEBUG Segment 171 (GASS Block 512 (5min)):
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DEBUG Segment 172 (GASS Block 512 (5min)):
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DEBUG Segment 173 (GASS Block 512 (5min)):
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DEBUG Segment 174 (GASS Block 512 (5min)):
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DEBUG Segment 175 (GASS Block 512 (5min)):
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DEBUG Segment 176 (GASS Block 512 (5min)):
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DEBUG Segment 177 (GASS Block 512 (5min)):
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DEBUG Segment 178 (GASS Block 512 (5min)):
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DEBUG Segment 179 (GASS Block 512 (5min)):
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DEBUG Segment 180 (GASS Block 512 (5min)):
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DEBUG Segment 181 (GASS Block 512 (5min)):
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DEBUG Segment 182 (GASS Block 512 (5min)):
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DEBUG Segment 183 (GASS Block 512 (5min)):
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DEBUG Segment 184 (GASS Block 512 (5min)):
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DEBUG Segment 185 (GASS Block 512 (5min)):
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DEBUG Segment 186 (GASS Block 512 (5min)):
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DEBUG Segment 187 (GASS Block 512 (5min)):
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DEBUG Segment 188 (GASS Block 512 (5min)):
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DEBUG Segment 189 (GASS Block 512 (5min)):
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DEBUG Segment 190 (GASS Block 512 (5min)):
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DEBUG Segment 191 (GASS Block 512 (5min)):
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DEBUG Segment 192 (GASS Block 512 (5min)):
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DEBUG Segment 193 (GASS Block 512 (5min)):
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DEBUG Segment 194 (GASS Block 512 (5min)):
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DEBUG Segment 195 (GASS Block 512 (5min)):
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DEBUG Segment 196 (GASS Block 512 (5min)):
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DEBUG Segment 197 (GASS Block 512 (5min)):
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DEBUG Segment 198 (GASS Block 512 (5min)):
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DEBUG Segment 199 (GASS Block 512 (5min)):
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DEBUG Segment 200 (GASS Block 512 (5min)):
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DEBUG Segment 201 (GASS Block 512 (5min)):
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DEBUG Segment 202 (GASS Block 512 (5min)):
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DEBUG Segment 203 (GASS Block 512 (5min)):
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DEBUG Segment 204 (GASS Block 512 (5min)):
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DEBUG Segment 205 (GASS Block 512 (5min)):
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DEBUG Segment 206 (GASS Block 512 (5min)):
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DEBUG Segment 207 (GASS Block 512 (5min)):
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DEBUG Segment 208 (GASS Block 512 (5min)):
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DEBUG Segment 209 (GASS Block 512 (5min)):
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DEBUG Segment 210 (GASS Block 512 (5min)):
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---- GASS Block 512 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added GASS results for Block 512: CR Rice=2.172, CR Huff=2.434, mean L2=14.43369
Best params for LMS Block 1024 (10s): {'order': 4, 'mu': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (LMS Block 1024 (5min)):
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DEBUG Segment 1 (LMS Block 1024 (5min)):
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DEBUG Segment 2 (LMS Block 1024 (5min)):
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DEBUG Segment 3 (LMS Block 1024 (5min)):
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DEBUG Segment 4 (LMS Block 1024 (5min)):
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DEBUG Segment 5 (LMS Block 1024 (5min)):
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DEBUG Segment 6 (LMS Block 1024 (5min)):
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DEBUG Segment 7 (LMS Block 1024 (5min)):
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DEBUG Segment 8 (LMS Block 1024 (5min)):
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DEBUG Segment 9 (LMS Block 1024 (5min)):
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DEBUG Segment 10 (LMS Block 1024 (5min)):
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DEBUG Segment 11 (LMS Block 1024 (5min)):
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DEBUG Segment 12 (LMS Block 1024 (5min)):
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DEBUG Segment 13 (LMS Block 1024 (5min)):
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DEBUG Segment 14 (LMS Block 1024 (5min)):
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DEBUG Segment 15 (LMS Block 1024 (5min)):
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DEBUG Segment 16 (LMS Block 1024 (5min)):
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DEBUG Segment 17 (LMS Block 1024 (5min)):
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DEBUG Segment 18 (LMS Block 1024 (5min)):
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DEBUG Segment 19 (LMS Block 1024 (5min)):
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DEBUG Segment 20 (LMS Block 1024 (5min)):
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DEBUG Segment 21 (LMS Block 1024 (5min)):
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DEBUG Segment 22 (LMS Block 1024 (5min)):
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DEBUG Segment 23 (LMS Block 1024 (5min)):
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DEBUG Segment 24 (LMS Block 1024 (5min)):
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DEBUG Segment 25 (LMS Block 1024 (5min)):
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DEBUG Segment 26 (LMS Block 1024 (5min)):
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DEBUG Segment 27 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-57 -55 -56 -54 -51]
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L2 calculation: 0.0

DEBUG Segment 28 (LMS Block 1024 (5min)):
Original[4:9]: [-48 -53 -61 -62 -65]
Recon[4:9]:    [-48 -53 -61 -62 -65]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-52 -51 -47 -48 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-39 -43 -45 -44 -41]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-59 -56 -57 -58 -60]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-48 -48 -47 -46 -47]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (LMS Block 1024 (5min)):
Original[4:9]: [-60 -61 -61 -61 -57]
Recon[4:9]:    [-60 -61 -61 -61 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (LMS Block 1024 (5min)):
Original[4:9]: [-37 -31 -30 -33 -41]
Recon[4:9]:    [-37 -31 -30 -33 -41]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (LMS Block 1024 (5min)):
Original[4:9]: [-53 -53 -50 -49 -48]
Recon[4:9]:    [-53 -53 -50 -49 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-61 -64 -67 -68 -70]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-64 -62 -58 -58 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-79 -81 -81 -79 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-70 -68 -66 -67 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-73 -39   2  53 107]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (LMS Block 1024 (5min)):
Original[4:9]: [-74 -75 -77 -78 -74]
Recon[4:9]:    [-74 -75 -77 -78 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (LMS Block 1024 (5min)):
Original[4:9]: [-98 -97 -97 -95 -97]
Recon[4:9]:    [-98 -97 -97 -95 -97]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (LMS Block 1024 (5min)):
Original[4:9]: [-75 -76 -73 -71 -71]
Recon[4:9]:    [-75 -76 -73 -71 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (LMS Block 1024 (5min)):
Original[4:9]: [-79 -78 -80 -84 -82]
Recon[4:9]:    [-79 -78 -80 -84 -82]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (LMS Block 1024 (5min)):
Original[4:9]: [-76 -73 -74 -76 -80]
Recon[4:9]:    [-76 -73 -74 -76 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (LMS Block 1024 (5min)):
Original[4:9]: [ -97 -100  -99  -97  -98]
Recon[4:9]:    [ -97 -100  -99  -97  -98]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (LMS Block 1024 (5min)):
Original[4:9]: [-67 -67 -65 -64 -64]
Recon[4:9]:    [-67 -67 -65 -64 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (LMS Block 1024 (5min)):
Original[4:9]: [-61 -61 -60 -60 -62]
Recon[4:9]:    [-61 -61 -60 -60 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (LMS Block 1024 (5min)):
Original[4:9]: [-72 -74 -75 -75 -74]
Recon[4:9]:    [-72 -74 -75 -75 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (LMS Block 1024 (5min)):
Original[4:9]: [-59 -57 -58 -57 -59]
Recon[4:9]:    [-59 -57 -58 -57 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (LMS Block 1024 (5min)):
Original[4:9]: [-72 -73 -71 -68 -68]
Recon[4:9]:    [-72 -73 -71 -68 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (LMS Block 1024 (5min)):
Original[4:9]: [-57 -59 -59 -61 -58]
Recon[4:9]:    [-57 -59 -59 -61 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 53 (LMS Block 1024 (5min)):
Original[4:9]: [-70 -67 -67 -69 -71]
Recon[4:9]:    [-70 -67 -67 -69 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 54 (LMS Block 1024 (5min)):
Original[4:9]: [-26 -29 -32 -35 -37]
Recon[4:9]:    [-26 -29 -32 -35 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 55 (LMS Block 1024 (5min)):
Original[4:9]: [-51 -52 -52 -52 -51]
Recon[4:9]:    [-51 -52 -52 -52 -51]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 56 (LMS Block 1024 (5min)):
Original[4:9]: [-72 -75 -72 -75 -77]
Recon[4:9]:    [-72 -75 -72 -75 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 57 (LMS Block 1024 (5min)):
Original[4:9]: [-60 -62 -60 -60 -59]
Recon[4:9]:    [-60 -62 -60 -60 -59]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 58 (LMS Block 1024 (5min)):
Original[4:9]: [-70 -71 -71 -72 -69]
Recon[4:9]:    [-70 -71 -71 -72 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 59 (LMS Block 1024 (5min)):
Original[4:9]: [-77 -77 -74 -75 -76]
Recon[4:9]:    [-77 -77 -74 -75 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 60 (LMS Block 1024 (5min)):
Original[4:9]: [-88 -88 -92 -92 -89]
Recon[4:9]:    [-88 -88 -92 -92 -89]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 61 (LMS Block 1024 (5min)):
Original[4:9]: [-57 -56 -53 -54 -56]
Recon[4:9]:    [-57 -56 -53 -54 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 62 (LMS Block 1024 (5min)):
Original[4:9]: [-82 -81 -79 -76 -74]
Recon[4:9]:    [-82 -81 -79 -76 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 63 (LMS Block 1024 (5min)):
Original[4:9]: [-58 -58 -61 -60 -60]
Recon[4:9]:    [-58 -58 -61 -60 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 64 (LMS Block 1024 (5min)):
Original[4:9]: [-73 -74 -73 -73 -77]
Recon[4:9]:    [-73 -74 -73 -73 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 65 (LMS Block 1024 (5min)):
Original[4:9]: [-66 -69 -70 -69 -68]
Recon[4:9]:    [-66 -69 -70 -69 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 66 (LMS Block 1024 (5min)):
Original[4:9]: [-65 -67 -67 -68 -69]
Recon[4:9]:    [-65 -67 -67 -68 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 67 (LMS Block 1024 (5min)):
Original[4:9]: [-70 -69 -68 -68 -69]
Recon[4:9]:    [-70 -69 -68 -68 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 68 (LMS Block 1024 (5min)):
Original[4:9]: [-54 -54 -54 -52 -51]
Recon[4:9]:    [-54 -54 -54 -52 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 69 (LMS Block 1024 (5min)):
Original[4:9]: [-68 -69 -73 -74 -72]
Recon[4:9]:    [-68 -69 -73 -74 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 70 (LMS Block 1024 (5min)):
Original[4:9]: [-58 -59 -57 -56 -56]
Recon[4:9]:    [-58 -59 -57 -56 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 71 (LMS Block 1024 (5min)):
Original[4:9]: [-10 -55 -84 -95 -93]
Recon[4:9]:    [-10 -55 -84 -95 -93]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 72 (LMS Block 1024 (5min)):
Original[4:9]: [-62 -60 -59 -60 -62]
Recon[4:9]:    [-62 -60 -59 -60 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 73 (LMS Block 1024 (5min)):
Original[4:9]: [-107 -116 -122 -117  -97]
Recon[4:9]:    [-107 -116 -122 -117  -97]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 74 (LMS Block 1024 (5min)):
Original[4:9]: [-77 -78 -81 -82 -81]
Recon[4:9]:    [-77 -78 -81 -82 -81]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 75 (LMS Block 1024 (5min)):
Original[4:9]: [-90 -87 -87 -87 -89]
Recon[4:9]:    [-90 -87 -87 -87 -89]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 76 (LMS Block 1024 (5min)):
Original[4:9]: [-81 -84 -87 -87 -85]
Recon[4:9]:    [-81 -84 -87 -87 -85]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 77 (LMS Block 1024 (5min)):
Original[4:9]: [-91 -89 -89 -92 -95]
Recon[4:9]:    [-91 -89 -89 -92 -95]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 78 (LMS Block 1024 (5min)):
Original[4:9]: [-93 -91 -91 -87 -87]
Recon[4:9]:    [-93 -91 -91 -87 -87]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 79 (LMS Block 1024 (5min)):
Original[4:9]: [-84 -85 -83 -82 -81]
Recon[4:9]:    [-84 -85 -83 -82 -81]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 80 (LMS Block 1024 (5min)):
Original[4:9]: [-70 -70 -70 -70 -74]
Recon[4:9]:    [-70 -70 -70 -70 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 81 (LMS Block 1024 (5min)):
Original[4:9]: [-80 -78 -81 -78 -77]
Recon[4:9]:    [-80 -78 -81 -78 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 82 (LMS Block 1024 (5min)):
Original[4:9]: [-68 -67 -68 -71 -70]
Recon[4:9]:    [-68 -67 -68 -71 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 83 (LMS Block 1024 (5min)):
Original[4:9]: [ -86  -91  -93  -97 -107]
Recon[4:9]:    [ -86  -91  -93  -97 -107]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 84 (LMS Block 1024 (5min)):
Original[4:9]: [-57 -59 -59 -59 -57]
Recon[4:9]:    [-57 -59 -59 -59 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 85 (LMS Block 1024 (5min)):
Original[4:9]: [-57 -56 -58 -59 -62]
Recon[4:9]:    [-57 -56 -58 -59 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 86 (LMS Block 1024 (5min)):
Original[4:9]: [-58 -58 -57 -53 -56]
Recon[4:9]:    [-58 -58 -57 -53 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 87 (LMS Block 1024 (5min)):
Original[4:9]: [-57 -63 -66 -67 -64]
Recon[4:9]:    [-57 -63 -66 -67 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 88 (LMS Block 1024 (5min)):
Original[4:9]: [-36 -37 -37 -38 -39]
Recon[4:9]:    [-36 -37 -37 -38 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 89 (LMS Block 1024 (5min)):
Original[4:9]: [-41 -46 -46 -49 -50]
Recon[4:9]:    [-41 -46 -46 -49 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 90 (LMS Block 1024 (5min)):
Original[4:9]: [-35 -33 -36 -39 -37]
Recon[4:9]:    [-35 -33 -36 -39 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 91 (LMS Block 1024 (5min)):
Original[4:9]: [-42 -39 -40 -43 -41]
Recon[4:9]:    [-42 -39 -40 -43 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 92 (LMS Block 1024 (5min)):
Original[4:9]: [-57 -55 -56 -52 -47]
Recon[4:9]:    [-57 -55 -56 -52 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 93 (LMS Block 1024 (5min)):
Original[4:9]: [-60 -59 -60 -61 -65]
Recon[4:9]:    [-60 -59 -60 -61 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 94 (LMS Block 1024 (5min)):
Original[4:9]: [-83 -83 -81 -80 -83]
Recon[4:9]:    [-83 -83 -81 -80 -83]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 95 (LMS Block 1024 (5min)):
Original[4:9]: [-37 -35 -41 -42 -43]
Recon[4:9]:    [-37 -35 -41 -42 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 96 (LMS Block 1024 (5min)):
Original[4:9]: [-71 -67 -68 -70 -72]
Recon[4:9]:    [-71 -67 -68 -70 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 97 (LMS Block 1024 (5min)):
Original[4:9]: [-53 -57 -59 -60 -61]
Recon[4:9]:    [-53 -57 -59 -60 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 98 (LMS Block 1024 (5min)):
Original[4:9]: [-48 -48 -49 -52 -51]
Recon[4:9]:    [-48 -48 -49 -52 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 99 (LMS Block 1024 (5min)):
Original[4:9]: [-83 -83 -79 -82 -84]
Recon[4:9]:    [-83 -83 -79 -82 -84]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 100 (LMS Block 1024 (5min)):
Original[4:9]: [-58 -59 -61 -61 -59]
Recon[4:9]:    [-58 -59 -61 -61 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 101 (LMS Block 1024 (5min)):
Original[4:9]: [-75 -75 -74 -77 -78]
Recon[4:9]:    [-75 -75 -74 -77 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 102 (LMS Block 1024 (5min)):
Original[4:9]: [-53 -52 -52 -50 -49]
Recon[4:9]:    [-53 -52 -52 -50 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 103 (LMS Block 1024 (5min)):
Original[4:9]: [-76 -78 -80 -80 -78]
Recon[4:9]:    [-76 -78 -80 -80 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 104 (LMS Block 1024 (5min)):
Original[4:9]: [-49 -47 -47 -47 -50]
Recon[4:9]:    [-49 -47 -47 -47 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 105 (LMS Block 1024 (5min)):
Original[4:9]: [-74 -77 -74 -72 -74]
Recon[4:9]:    [-74 -77 -74 -72 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- LMS Block 1024 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added LMS results for Block 1024: CR Rice=1.869, CR Huff=2.109, mean L2=21.68436
Best params for NLMS Block 1024 (10s): {'order': 4, 'mu': 0.01} (avg l2-norm=0.00000)

DEBUG Segment 0 (NLMS Block 1024 (5min)):
Original[4:9]: [-29 -29 -29 -29 -24]
Recon[4:9]:    [-29 -29 -29 -29 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (NLMS Block 1024 (5min)):
Original[4:9]: [-75 -77 -78 -78 -75]
Recon[4:9]:    [-75 -77 -78 -78 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (NLMS Block 1024 (5min)):
Original[4:9]: [-83 -75 -73 -77 -80]
Recon[4:9]:    [-83 -75 -73 -77 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (NLMS Block 1024 (5min)):
Original[4:9]: [-76 -77 -77 -74 -75]
Recon[4:9]:    [-76 -77 -77 -74 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (NLMS Block 1024 (5min)):
Original[4:9]: [-40 -40 -42 -41 -39]
Recon[4:9]:    [-40 -40 -42 -41 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (NLMS Block 1024 (5min)):
Original[4:9]: [-78 -73 -75 -77 -80]
Recon[4:9]:    [-78 -73 -75 -77 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (NLMS Block 1024 (5min)):
Original[4:9]: [-41 -41 -41 -42 -43]
Recon[4:9]:    [-41 -41 -41 -42 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (NLMS Block 1024 (5min)):
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DEBUG Segment 8 (NLMS Block 1024 (5min)):
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DEBUG Segment 9 (NLMS Block 1024 (5min)):
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DEBUG Segment 10 (NLMS Block 1024 (5min)):
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DEBUG Segment 11 (NLMS Block 1024 (5min)):
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DEBUG Segment 12 (NLMS Block 1024 (5min)):
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DEBUG Segment 13 (NLMS Block 1024 (5min)):
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DEBUG Segment 14 (NLMS Block 1024 (5min)):
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DEBUG Segment 15 (NLMS Block 1024 (5min)):
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DEBUG Segment 16 (NLMS Block 1024 (5min)):
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DEBUG Segment 17 (NLMS Block 1024 (5min)):
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DEBUG Segment 18 (NLMS Block 1024 (5min)):
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DEBUG Segment 19 (NLMS Block 1024 (5min)):
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DEBUG Segment 20 (NLMS Block 1024 (5min)):
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DEBUG Segment 21 (NLMS Block 1024 (5min)):
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DEBUG Segment 22 (NLMS Block 1024 (5min)):
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DEBUG Segment 23 (NLMS Block 1024 (5min)):
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DEBUG Segment 24 (NLMS Block 1024 (5min)):
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DEBUG Segment 25 (NLMS Block 1024 (5min)):
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DEBUG Segment 26 (NLMS Block 1024 (5min)):
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DEBUG Segment 27 (NLMS Block 1024 (5min)):
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DEBUG Segment 28 (NLMS Block 1024 (5min)):
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DEBUG Segment 29 (NLMS Block 1024 (5min)):
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DEBUG Segment 30 (NLMS Block 1024 (5min)):
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DEBUG Segment 31 (NLMS Block 1024 (5min)):
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DEBUG Segment 32 (NLMS Block 1024 (5min)):
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DEBUG Segment 33 (NLMS Block 1024 (5min)):
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DEBUG Segment 34 (NLMS Block 1024 (5min)):
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DEBUG Segment 35 (NLMS Block 1024 (5min)):
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DEBUG Segment 36 (NLMS Block 1024 (5min)):
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DEBUG Segment 37 (NLMS Block 1024 (5min)):
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DEBUG Segment 38 (NLMS Block 1024 (5min)):
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DEBUG Segment 39 (NLMS Block 1024 (5min)):
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DEBUG Segment 40 (NLMS Block 1024 (5min)):
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DEBUG Segment 41 (NLMS Block 1024 (5min)):
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DEBUG Segment 42 (NLMS Block 1024 (5min)):
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DEBUG Segment 43 (NLMS Block 1024 (5min)):
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DEBUG Segment 44 (NLMS Block 1024 (5min)):
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DEBUG Segment 45 (NLMS Block 1024 (5min)):
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DEBUG Segment 46 (NLMS Block 1024 (5min)):
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DEBUG Segment 47 (NLMS Block 1024 (5min)):
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DEBUG Segment 48 (NLMS Block 1024 (5min)):
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DEBUG Segment 49 (NLMS Block 1024 (5min)):
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DEBUG Segment 50 (NLMS Block 1024 (5min)):
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DEBUG Segment 51 (NLMS Block 1024 (5min)):
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DEBUG Segment 52 (NLMS Block 1024 (5min)):
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DEBUG Segment 53 (NLMS Block 1024 (5min)):
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DEBUG Segment 54 (NLMS Block 1024 (5min)):
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DEBUG Segment 55 (NLMS Block 1024 (5min)):
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DEBUG Segment 56 (NLMS Block 1024 (5min)):
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DEBUG Segment 57 (NLMS Block 1024 (5min)):
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DEBUG Segment 58 (NLMS Block 1024 (5min)):
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DEBUG Segment 59 (NLMS Block 1024 (5min)):
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DEBUG Segment 60 (NLMS Block 1024 (5min)):
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DEBUG Segment 61 (NLMS Block 1024 (5min)):
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DEBUG Segment 62 (NLMS Block 1024 (5min)):
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DEBUG Segment 63 (NLMS Block 1024 (5min)):
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DEBUG Segment 64 (NLMS Block 1024 (5min)):
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DEBUG Segment 65 (NLMS Block 1024 (5min)):
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DEBUG Segment 66 (NLMS Block 1024 (5min)):
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DEBUG Segment 67 (NLMS Block 1024 (5min)):
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DEBUG Segment 68 (NLMS Block 1024 (5min)):
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DEBUG Segment 69 (NLMS Block 1024 (5min)):
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DEBUG Segment 70 (NLMS Block 1024 (5min)):
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DEBUG Segment 71 (NLMS Block 1024 (5min)):
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DEBUG Segment 72 (NLMS Block 1024 (5min)):
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DEBUG Segment 73 (NLMS Block 1024 (5min)):
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DEBUG Segment 74 (NLMS Block 1024 (5min)):
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DEBUG Segment 75 (NLMS Block 1024 (5min)):
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DEBUG Segment 76 (NLMS Block 1024 (5min)):
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DEBUG Segment 77 (NLMS Block 1024 (5min)):
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DEBUG Segment 78 (NLMS Block 1024 (5min)):
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DEBUG Segment 79 (NLMS Block 1024 (5min)):
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DEBUG Segment 80 (NLMS Block 1024 (5min)):
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DEBUG Segment 81 (NLMS Block 1024 (5min)):
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DEBUG Segment 82 (NLMS Block 1024 (5min)):
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DEBUG Segment 83 (NLMS Block 1024 (5min)):
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DEBUG Segment 84 (NLMS Block 1024 (5min)):
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DEBUG Segment 85 (NLMS Block 1024 (5min)):
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DEBUG Segment 86 (NLMS Block 1024 (5min)):
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DEBUG Segment 87 (NLMS Block 1024 (5min)):
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DEBUG Segment 88 (NLMS Block 1024 (5min)):
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DEBUG Segment 89 (NLMS Block 1024 (5min)):
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DEBUG Segment 90 (NLMS Block 1024 (5min)):
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DEBUG Segment 91 (NLMS Block 1024 (5min)):
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DEBUG Segment 92 (NLMS Block 1024 (5min)):
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DEBUG Segment 93 (NLMS Block 1024 (5min)):
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DEBUG Segment 94 (NLMS Block 1024 (5min)):
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DEBUG Segment 95 (NLMS Block 1024 (5min)):
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DEBUG Segment 96 (NLMS Block 1024 (5min)):
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DEBUG Segment 97 (NLMS Block 1024 (5min)):
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DEBUG Segment 98 (NLMS Block 1024 (5min)):
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DEBUG Segment 99 (NLMS Block 1024 (5min)):
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DEBUG Segment 100 (NLMS Block 1024 (5min)):
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DEBUG Segment 101 (NLMS Block 1024 (5min)):
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DEBUG Segment 102 (NLMS Block 1024 (5min)):
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DEBUG Segment 103 (NLMS Block 1024 (5min)):
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DEBUG Segment 104 (NLMS Block 1024 (5min)):
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DEBUG Segment 105 (NLMS Block 1024 (5min)):
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---- NLMS Block 1024 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added NLMS results for Block 1024: CR Rice=1.786, CR Huff=2.020, mean L2=25.27773
Best params for GASS Block 1024 (10s): {'order': 4, 'mu': 1e-07, 'rho': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (GASS Block 1024 (5min)):
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DEBUG Segment 1 (GASS Block 1024 (5min)):
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DEBUG Segment 2 (GASS Block 1024 (5min)):
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DEBUG Segment 3 (GASS Block 1024 (5min)):
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DEBUG Segment 4 (GASS Block 1024 (5min)):
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DEBUG Segment 5 (GASS Block 1024 (5min)):
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DEBUG Segment 6 (GASS Block 1024 (5min)):
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DEBUG Segment 7 (GASS Block 1024 (5min)):
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DEBUG Segment 8 (GASS Block 1024 (5min)):
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DEBUG Segment 9 (GASS Block 1024 (5min)):
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DEBUG Segment 10 (GASS Block 1024 (5min)):
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DEBUG Segment 11 (GASS Block 1024 (5min)):
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DEBUG Segment 12 (GASS Block 1024 (5min)):
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DEBUG Segment 13 (GASS Block 1024 (5min)):
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DEBUG Segment 14 (GASS Block 1024 (5min)):
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DEBUG Segment 15 (GASS Block 1024 (5min)):
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DEBUG Segment 16 (GASS Block 1024 (5min)):
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DEBUG Segment 17 (GASS Block 1024 (5min)):
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DEBUG Segment 18 (GASS Block 1024 (5min)):
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DEBUG Segment 19 (GASS Block 1024 (5min)):
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DEBUG Segment 20 (GASS Block 1024 (5min)):
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DEBUG Segment 21 (GASS Block 1024 (5min)):
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DEBUG Segment 22 (GASS Block 1024 (5min)):
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DEBUG Segment 23 (GASS Block 1024 (5min)):
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DEBUG Segment 24 (GASS Block 1024 (5min)):
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DEBUG Segment 25 (GASS Block 1024 (5min)):
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DEBUG Segment 26 (GASS Block 1024 (5min)):
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DEBUG Segment 27 (GASS Block 1024 (5min)):
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DEBUG Segment 28 (GASS Block 1024 (5min)):
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DEBUG Segment 29 (GASS Block 1024 (5min)):
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DEBUG Segment 30 (GASS Block 1024 (5min)):
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DEBUG Segment 31 (GASS Block 1024 (5min)):
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DEBUG Segment 32 (GASS Block 1024 (5min)):
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DEBUG Segment 33 (GASS Block 1024 (5min)):
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DEBUG Segment 34 (GASS Block 1024 (5min)):
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DEBUG Segment 35 (GASS Block 1024 (5min)):
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DEBUG Segment 36 (GASS Block 1024 (5min)):
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DEBUG Segment 37 (GASS Block 1024 (5min)):
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DEBUG Segment 38 (GASS Block 1024 (5min)):
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DEBUG Segment 39 (GASS Block 1024 (5min)):
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DEBUG Segment 40 (GASS Block 1024 (5min)):
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DEBUG Segment 41 (GASS Block 1024 (5min)):
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DEBUG Segment 42 (GASS Block 1024 (5min)):
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DEBUG Segment 43 (GASS Block 1024 (5min)):
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DEBUG Segment 44 (GASS Block 1024 (5min)):
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DEBUG Segment 45 (GASS Block 1024 (5min)):
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DEBUG Segment 46 (GASS Block 1024 (5min)):
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DEBUG Segment 47 (GASS Block 1024 (5min)):
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DEBUG Segment 48 (GASS Block 1024 (5min)):
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DEBUG Segment 49 (GASS Block 1024 (5min)):
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DEBUG Segment 50 (GASS Block 1024 (5min)):
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DEBUG Segment 51 (GASS Block 1024 (5min)):
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DEBUG Segment 52 (GASS Block 1024 (5min)):
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DEBUG Segment 53 (GASS Block 1024 (5min)):
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DEBUG Segment 54 (GASS Block 1024 (5min)):
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DEBUG Segment 55 (GASS Block 1024 (5min)):
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DEBUG Segment 56 (GASS Block 1024 (5min)):
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DEBUG Segment 57 (GASS Block 1024 (5min)):
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DEBUG Segment 58 (GASS Block 1024 (5min)):
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DEBUG Segment 59 (GASS Block 1024 (5min)):
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DEBUG Segment 60 (GASS Block 1024 (5min)):
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DEBUG Segment 61 (GASS Block 1024 (5min)):
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DEBUG Segment 62 (GASS Block 1024 (5min)):
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DEBUG Segment 63 (GASS Block 1024 (5min)):
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DEBUG Segment 64 (GASS Block 1024 (5min)):
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DEBUG Segment 65 (GASS Block 1024 (5min)):
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DEBUG Segment 66 (GASS Block 1024 (5min)):
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DEBUG Segment 67 (GASS Block 1024 (5min)):
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DEBUG Segment 68 (GASS Block 1024 (5min)):
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DEBUG Segment 69 (GASS Block 1024 (5min)):
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DEBUG Segment 70 (GASS Block 1024 (5min)):
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DEBUG Segment 71 (GASS Block 1024 (5min)):
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DEBUG Segment 72 (GASS Block 1024 (5min)):
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DEBUG Segment 73 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-107 -116 -122 -117  -97]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 74 (GASS Block 1024 (5min)):
Original[4:9]: [-77 -78 -81 -82 -81]
Recon[4:9]:    [-77 -78 -81 -82 -81]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 75 (GASS Block 1024 (5min)):
Original[4:9]: [-90 -87 -87 -87 -89]
Recon[4:9]:    [-90 -87 -87 -87 -89]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 76 (GASS Block 1024 (5min)):
Original[4:9]: [-81 -84 -87 -87 -85]
Recon[4:9]:    [-81 -84 -87 -87 -85]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 77 (GASS Block 1024 (5min)):
Original[4:9]: [-91 -89 -89 -92 -95]
Recon[4:9]:    [-91 -89 -89 -92 -95]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 78 (GASS Block 1024 (5min)):
Original[4:9]: [-93 -91 -91 -87 -87]
Recon[4:9]:    [-93 -91 -91 -87 -87]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 79 (GASS Block 1024 (5min)):
Original[4:9]: [-84 -85 -83 -82 -81]
Recon[4:9]:    [-84 -85 -83 -82 -81]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 80 (GASS Block 1024 (5min)):
Original[4:9]: [-70 -70 -70 -70 -74]
Recon[4:9]:    [-70 -70 -70 -70 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 81 (GASS Block 1024 (5min)):
Original[4:9]: [-80 -78 -81 -78 -77]
Recon[4:9]:    [-80 -78 -81 -78 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 82 (GASS Block 1024 (5min)):
Original[4:9]: [-68 -67 -68 -71 -70]
Recon[4:9]:    [-68 -67 -68 -71 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 83 (GASS Block 1024 (5min)):
Original[4:9]: [ -86  -91  -93  -97 -107]
Recon[4:9]:    [ -86  -91  -93  -97 -107]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 84 (GASS Block 1024 (5min)):
Original[4:9]: [-57 -59 -59 -59 -57]
Recon[4:9]:    [-57 -59 -59 -59 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 85 (GASS Block 1024 (5min)):
Original[4:9]: [-57 -56 -58 -59 -62]
Recon[4:9]:    [-57 -56 -58 -59 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 86 (GASS Block 1024 (5min)):
Original[4:9]: [-58 -58 -57 -53 -56]
Recon[4:9]:    [-58 -58 -57 -53 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 87 (GASS Block 1024 (5min)):
Original[4:9]: [-57 -63 -66 -67 -64]
Recon[4:9]:    [-57 -63 -66 -67 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 88 (GASS Block 1024 (5min)):
Original[4:9]: [-36 -37 -37 -38 -39]
Recon[4:9]:    [-36 -37 -37 -38 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 89 (GASS Block 1024 (5min)):
Original[4:9]: [-41 -46 -46 -49 -50]
Recon[4:9]:    [-41 -46 -46 -49 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 90 (GASS Block 1024 (5min)):
Original[4:9]: [-35 -33 -36 -39 -37]
Recon[4:9]:    [-35 -33 -36 -39 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 91 (GASS Block 1024 (5min)):
Original[4:9]: [-42 -39 -40 -43 -41]
Recon[4:9]:    [-42 -39 -40 -43 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 92 (GASS Block 1024 (5min)):
Original[4:9]: [-57 -55 -56 -52 -47]
Recon[4:9]:    [-57 -55 -56 -52 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 93 (GASS Block 1024 (5min)):
Original[4:9]: [-60 -59 -60 -61 -65]
Recon[4:9]:    [-60 -59 -60 -61 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 94 (GASS Block 1024 (5min)):
Original[4:9]: [-83 -83 -81 -80 -83]
Recon[4:9]:    [-83 -83 -81 -80 -83]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 95 (GASS Block 1024 (5min)):
Original[4:9]: [-37 -35 -41 -42 -43]
Recon[4:9]:    [-37 -35 -41 -42 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 96 (GASS Block 1024 (5min)):
Original[4:9]: [-71 -67 -68 -70 -72]
Recon[4:9]:    [-71 -67 -68 -70 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 97 (GASS Block 1024 (5min)):
Original[4:9]: [-53 -57 -59 -60 -61]
Recon[4:9]:    [-53 -57 -59 -60 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 98 (GASS Block 1024 (5min)):
Original[4:9]: [-48 -48 -49 -52 -51]
Recon[4:9]:    [-48 -48 -49 -52 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 99 (GASS Block 1024 (5min)):
Original[4:9]: [-83 -83 -79 -82 -84]
Recon[4:9]:    [-83 -83 -79 -82 -84]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 100 (GASS Block 1024 (5min)):
Original[4:9]: [-58 -59 -61 -61 -59]
Recon[4:9]:    [-58 -59 -61 -61 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 101 (GASS Block 1024 (5min)):
Original[4:9]: [-75 -75 -74 -77 -78]
Recon[4:9]:    [-75 -75 -74 -77 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 102 (GASS Block 1024 (5min)):
Original[4:9]: [-53 -52 -52 -50 -49]
Recon[4:9]:    [-53 -52 -52 -50 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 103 (GASS Block 1024 (5min)):
Original[4:9]: [-76 -78 -80 -80 -78]
Recon[4:9]:    [-76 -78 -80 -80 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 104 (GASS Block 1024 (5min)):
Original[4:9]: [-49 -47 -47 -47 -50]
Recon[4:9]:    [-49 -47 -47 -47 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 105 (GASS Block 1024 (5min)):
Original[4:9]: [-74 -77 -74 -72 -74]
Recon[4:9]:    [-74 -77 -74 -72 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- GASS Block 1024 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added GASS results for Block 1024: CR Rice=2.301, CR Huff=2.527, mean L2=11.18827
Best params for LMS Block 2048 (10s): {'order': 4, 'mu': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (LMS Block 2048 (5min)):
Original[4:9]: [-29 -29 -29 -29 -24]
Recon[4:9]:    [-29 -29 -29 -29 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (LMS Block 2048 (5min)):
Original[4:9]: [-83 -75 -73 -77 -80]
Recon[4:9]:    [-83 -75 -73 -77 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (LMS Block 2048 (5min)):
Original[4:9]: [-40 -40 -42 -41 -39]
Recon[4:9]:    [-40 -40 -42 -41 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (LMS Block 2048 (5min)):
Original[4:9]: [-41 -41 -41 -42 -43]
Recon[4:9]:    [-41 -41 -41 -42 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (LMS Block 2048 (5min)):
Original[4:9]: [-51 -48 -54 -60 -68]
Recon[4:9]:    [-51 -48 -54 -60 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (LMS Block 2048 (5min)):
Original[4:9]: [-82 -84 -85 -85 -86]
Recon[4:9]:    [-82 -84 -85 -85 -86]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (LMS Block 2048 (5min)):
Original[4:9]: [-62 -63 -61 -60 -64]
Recon[4:9]:    [-62 -63 -61 -60 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (LMS Block 2048 (5min)):
Original[4:9]: [-69 -65 -67 -69 -70]
Recon[4:9]:    [-69 -65 -67 -69 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (LMS Block 2048 (5min)):
Original[4:9]: [-68 -67 -67 -67 -62]
Recon[4:9]:    [-68 -67 -67 -67 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (LMS Block 2048 (5min)):
Original[4:9]: [-68 -63 -60 -57 -57]
Recon[4:9]:    [-68 -63 -60 -57 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (LMS Block 2048 (5min)):
Original[4:9]: [-34 -35 -32 -31 -30]
Recon[4:9]:    [-34 -35 -32 -31 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (LMS Block 2048 (5min)):
Original[4:9]: [-50 -50 -52 -54 -51]
Recon[4:9]:    [-50 -50 -52 -54 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (LMS Block 2048 (5min)):
Original[4:9]: [-60 -65 -66 -69 -67]
Recon[4:9]:    [-60 -65 -66 -69 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (LMS Block 2048 (5min)):
Original[4:9]: [-63 -65 -67 -74 -77]
Recon[4:9]:    [-63 -65 -67 -74 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (LMS Block 2048 (5min)):
Original[4:9]: [-48 -53 -61 -62 -65]
Recon[4:9]:    [-48 -53 -61 -62 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (LMS Block 2048 (5min)):
Original[4:9]: [-39 -43 -45 -44 -41]
Recon[4:9]:    [-39 -43 -45 -44 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (LMS Block 2048 (5min)):
Original[4:9]: [-48 -48 -47 -46 -47]
Recon[4:9]:    [-48 -48 -47 -46 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (LMS Block 2048 (5min)):
Original[4:9]: [-37 -31 -30 -33 -41]
Recon[4:9]:    [-37 -31 -30 -33 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (LMS Block 2048 (5min)):
Original[4:9]: [-61 -64 -67 -68 -70]
Recon[4:9]:    [-61 -64 -67 -68 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (LMS Block 2048 (5min)):
Original[4:9]: [-79 -81 -81 -79 -79]
Recon[4:9]:    [-79 -81 -81 -79 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (LMS Block 2048 (5min)):
Original[4:9]: [-73 -39   2  53 107]
Recon[4:9]:    [-73 -39   2  53 107]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (LMS Block 2048 (5min)):
Original[4:9]: [-98 -97 -97 -95 -97]
Recon[4:9]:    [-98 -97 -97 -95 -97]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (LMS Block 2048 (5min)):
Original[4:9]: [-79 -78 -80 -84 -82]
Recon[4:9]:    [-79 -78 -80 -84 -82]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (LMS Block 2048 (5min)):
Original[4:9]: [ -97 -100  -99  -97  -98]
Recon[4:9]:    [ -97 -100  -99  -97  -98]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (LMS Block 2048 (5min)):
Original[4:9]: [-61 -61 -60 -60 -62]
Recon[4:9]:    [-61 -61 -60 -60 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (LMS Block 2048 (5min)):
Original[4:9]: [-59 -57 -58 -57 -59]
Recon[4:9]:    [-59 -57 -58 -57 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (LMS Block 2048 (5min)):
Original[4:9]: [-57 -59 -59 -61 -58]
Recon[4:9]:    [-57 -59 -59 -61 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (LMS Block 2048 (5min)):
Original[4:9]: [-26 -29 -32 -35 -37]
Recon[4:9]:    [-26 -29 -32 -35 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (LMS Block 2048 (5min)):
Original[4:9]: [-72 -75 -72 -75 -77]
Recon[4:9]:    [-72 -75 -72 -75 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (LMS Block 2048 (5min)):
Original[4:9]: [-70 -71 -71 -72 -69]
Recon[4:9]:    [-70 -71 -71 -72 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (LMS Block 2048 (5min)):
Original[4:9]: [-88 -88 -92 -92 -89]
Recon[4:9]:    [-88 -88 -92 -92 -89]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (LMS Block 2048 (5min)):
Original[4:9]: [-82 -81 -79 -76 -74]
Recon[4:9]:    [-82 -81 -79 -76 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (LMS Block 2048 (5min)):
Original[4:9]: [-73 -74 -73 -73 -77]
Recon[4:9]:    [-73 -74 -73 -73 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (LMS Block 2048 (5min)):
Original[4:9]: [-65 -67 -67 -68 -69]
Recon[4:9]:    [-65 -67 -67 -68 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (LMS Block 2048 (5min)):
Original[4:9]: [-54 -54 -54 -52 -51]
Recon[4:9]:    [-54 -54 -54 -52 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (LMS Block 2048 (5min)):
Original[4:9]: [-58 -59 -57 -56 -56]
Recon[4:9]:    [-58 -59 -57 -56 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (LMS Block 2048 (5min)):
Original[4:9]: [-62 -60 -59 -60 -62]
Recon[4:9]:    [-62 -60 -59 -60 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (LMS Block 2048 (5min)):
Original[4:9]: [-77 -78 -81 -82 -81]
Recon[4:9]:    [-77 -78 -81 -82 -81]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (LMS Block 2048 (5min)):
Original[4:9]: [-81 -84 -87 -87 -85]
Recon[4:9]:    [-81 -84 -87 -87 -85]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (LMS Block 2048 (5min)):
Original[4:9]: [-93 -91 -91 -87 -87]
Recon[4:9]:    [-93 -91 -91 -87 -87]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (LMS Block 2048 (5min)):
Original[4:9]: [-70 -70 -70 -70 -74]
Recon[4:9]:    [-70 -70 -70 -70 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (LMS Block 2048 (5min)):
Original[4:9]: [-68 -67 -68 -71 -70]
Recon[4:9]:    [-68 -67 -68 -71 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (LMS Block 2048 (5min)):
Original[4:9]: [-57 -59 -59 -59 -57]
Recon[4:9]:    [-57 -59 -59 -59 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (LMS Block 2048 (5min)):
Original[4:9]: [-58 -58 -57 -53 -56]
Recon[4:9]:    [-58 -58 -57 -53 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (LMS Block 2048 (5min)):
Original[4:9]: [-36 -37 -37 -38 -39]
Recon[4:9]:    [-36 -37 -37 -38 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (LMS Block 2048 (5min)):
Original[4:9]: [-35 -33 -36 -39 -37]
Recon[4:9]:    [-35 -33 -36 -39 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (LMS Block 2048 (5min)):
Original[4:9]: [-57 -55 -56 -52 -47]
Recon[4:9]:    [-57 -55 -56 -52 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (LMS Block 2048 (5min)):
Original[4:9]: [-83 -83 -81 -80 -83]
Recon[4:9]:    [-83 -83 -81 -80 -83]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (LMS Block 2048 (5min)):
Original[4:9]: [-71 -67 -68 -70 -72]
Recon[4:9]:    [-71 -67 -68 -70 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (LMS Block 2048 (5min)):
Original[4:9]: [-48 -48 -49 -52 -51]
Recon[4:9]:    [-48 -48 -49 -52 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (LMS Block 2048 (5min)):
Original[4:9]: [-58 -59 -61 -61 -59]
Recon[4:9]:    [-58 -59 -61 -61 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (LMS Block 2048 (5min)):
Original[4:9]: [-53 -52 -52 -50 -49]
Recon[4:9]:    [-53 -52 -52 -50 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (LMS Block 2048 (5min)):
Original[4:9]: [-49 -47 -47 -47 -50]
Recon[4:9]:    [-49 -47 -47 -47 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- LMS Block 2048 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added LMS results for Block 2048: CR Rice=1.979, CR Huff=2.240, mean L2=18.32464
Best params for NLMS Block 2048 (10s): {'order': 4, 'mu': 0.01} (avg l2-norm=0.00000)

DEBUG Segment 0 (NLMS Block 2048 (5min)):
Original[4:9]: [-29 -29 -29 -29 -24]
Recon[4:9]:    [-29 -29 -29 -29 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (NLMS Block 2048 (5min)):
Original[4:9]: [-83 -75 -73 -77 -80]
Recon[4:9]:    [-83 -75 -73 -77 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (NLMS Block 2048 (5min)):
Original[4:9]: [-40 -40 -42 -41 -39]
Recon[4:9]:    [-40 -40 -42 -41 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (NLMS Block 2048 (5min)):
Original[4:9]: [-41 -41 -41 -42 -43]
Recon[4:9]:    [-41 -41 -41 -42 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (NLMS Block 2048 (5min)):
Original[4:9]: [-51 -48 -54 -60 -68]
Recon[4:9]:    [-51 -48 -54 -60 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (NLMS Block 2048 (5min)):
Original[4:9]: [-82 -84 -85 -85 -86]
Recon[4:9]:    [-82 -84 -85 -85 -86]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (NLMS Block 2048 (5min)):
Original[4:9]: [-62 -63 -61 -60 -64]
Recon[4:9]:    [-62 -63 -61 -60 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (NLMS Block 2048 (5min)):
Original[4:9]: [-69 -65 -67 -69 -70]
Recon[4:9]:    [-69 -65 -67 -69 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (NLMS Block 2048 (5min)):
Original[4:9]: [-68 -67 -67 -67 -62]
Recon[4:9]:    [-68 -67 -67 -67 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (NLMS Block 2048 (5min)):
Original[4:9]: [-68 -63 -60 -57 -57]
Recon[4:9]:    [-68 -63 -60 -57 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (NLMS Block 2048 (5min)):
Original[4:9]: [-34 -35 -32 -31 -30]
Recon[4:9]:    [-34 -35 -32 -31 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (NLMS Block 2048 (5min)):
Original[4:9]: [-50 -50 -52 -54 -51]
Recon[4:9]:    [-50 -50 -52 -54 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (NLMS Block 2048 (5min)):
Original[4:9]: [-60 -65 -66 -69 -67]
Recon[4:9]:    [-60 -65 -66 -69 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (NLMS Block 2048 (5min)):
Original[4:9]: [-63 -65 -67 -74 -77]
Recon[4:9]:    [-63 -65 -67 -74 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (NLMS Block 2048 (5min)):
Original[4:9]: [-48 -53 -61 -62 -65]
Recon[4:9]:    [-48 -53 -61 -62 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (NLMS Block 2048 (5min)):
Original[4:9]: [-39 -43 -45 -44 -41]
Recon[4:9]:    [-39 -43 -45 -44 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (NLMS Block 2048 (5min)):
Original[4:9]: [-48 -48 -47 -46 -47]
Recon[4:9]:    [-48 -48 -47 -46 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (NLMS Block 2048 (5min)):
Original[4:9]: [-37 -31 -30 -33 -41]
Recon[4:9]:    [-37 -31 -30 -33 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (NLMS Block 2048 (5min)):
Original[4:9]: [-61 -64 -67 -68 -70]
Recon[4:9]:    [-61 -64 -67 -68 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (NLMS Block 2048 (5min)):
Original[4:9]: [-79 -81 -81 -79 -79]
Recon[4:9]:    [-79 -81 -81 -79 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (NLMS Block 2048 (5min)):
Original[4:9]: [-73 -39   2  53 107]
Recon[4:9]:    [-73 -39   2  53 107]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (NLMS Block 2048 (5min)):
Original[4:9]: [-98 -97 -97 -95 -97]
Recon[4:9]:    [-98 -97 -97 -95 -97]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (NLMS Block 2048 (5min)):
Original[4:9]: [-79 -78 -80 -84 -82]
Recon[4:9]:    [-79 -78 -80 -84 -82]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (NLMS Block 2048 (5min)):
Original[4:9]: [ -97 -100  -99  -97  -98]
Recon[4:9]:    [ -97 -100  -99  -97  -98]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (NLMS Block 2048 (5min)):
Original[4:9]: [-61 -61 -60 -60 -62]
Recon[4:9]:    [-61 -61 -60 -60 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (NLMS Block 2048 (5min)):
Original[4:9]: [-59 -57 -58 -57 -59]
Recon[4:9]:    [-59 -57 -58 -57 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (NLMS Block 2048 (5min)):
Original[4:9]: [-57 -59 -59 -61 -58]
Recon[4:9]:    [-57 -59 -59 -61 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (NLMS Block 2048 (5min)):
Original[4:9]: [-26 -29 -32 -35 -37]
Recon[4:9]:    [-26 -29 -32 -35 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (NLMS Block 2048 (5min)):
Original[4:9]: [-72 -75 -72 -75 -77]
Recon[4:9]:    [-72 -75 -72 -75 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (NLMS Block 2048 (5min)):
Original[4:9]: [-70 -71 -71 -72 -69]
Recon[4:9]:    [-70 -71 -71 -72 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (NLMS Block 2048 (5min)):
Original[4:9]: [-88 -88 -92 -92 -89]
Recon[4:9]:    [-88 -88 -92 -92 -89]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (NLMS Block 2048 (5min)):
Original[4:9]: [-82 -81 -79 -76 -74]
Recon[4:9]:    [-82 -81 -79 -76 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (NLMS Block 2048 (5min)):
Original[4:9]: [-73 -74 -73 -73 -77]
Recon[4:9]:    [-73 -74 -73 -73 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (NLMS Block 2048 (5min)):
Original[4:9]: [-65 -67 -67 -68 -69]
Recon[4:9]:    [-65 -67 -67 -68 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (NLMS Block 2048 (5min)):
Original[4:9]: [-54 -54 -54 -52 -51]
Recon[4:9]:    [-54 -54 -54 -52 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (NLMS Block 2048 (5min)):
Original[4:9]: [-58 -59 -57 -56 -56]
Recon[4:9]:    [-58 -59 -57 -56 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (NLMS Block 2048 (5min)):
Original[4:9]: [-62 -60 -59 -60 -62]
Recon[4:9]:    [-62 -60 -59 -60 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (NLMS Block 2048 (5min)):
Original[4:9]: [-77 -78 -81 -82 -81]
Recon[4:9]:    [-77 -78 -81 -82 -81]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (NLMS Block 2048 (5min)):
Original[4:9]: [-81 -84 -87 -87 -85]
Recon[4:9]:    [-81 -84 -87 -87 -85]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (NLMS Block 2048 (5min)):
Original[4:9]: [-93 -91 -91 -87 -87]
Recon[4:9]:    [-93 -91 -91 -87 -87]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (NLMS Block 2048 (5min)):
Original[4:9]: [-70 -70 -70 -70 -74]
Recon[4:9]:    [-70 -70 -70 -70 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (NLMS Block 2048 (5min)):
Original[4:9]: [-68 -67 -68 -71 -70]
Recon[4:9]:    [-68 -67 -68 -71 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (NLMS Block 2048 (5min)):
Original[4:9]: [-57 -59 -59 -59 -57]
Recon[4:9]:    [-57 -59 -59 -59 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (NLMS Block 2048 (5min)):
Original[4:9]: [-58 -58 -57 -53 -56]
Recon[4:9]:    [-58 -58 -57 -53 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (NLMS Block 2048 (5min)):
Original[4:9]: [-36 -37 -37 -38 -39]
Recon[4:9]:    [-36 -37 -37 -38 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (NLMS Block 2048 (5min)):
Original[4:9]: [-35 -33 -36 -39 -37]
Recon[4:9]:    [-35 -33 -36 -39 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (NLMS Block 2048 (5min)):
Original[4:9]: [-57 -55 -56 -52 -47]
Recon[4:9]:    [-57 -55 -56 -52 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (NLMS Block 2048 (5min)):
Original[4:9]: [-83 -83 -81 -80 -83]
Recon[4:9]:    [-83 -83 -81 -80 -83]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (NLMS Block 2048 (5min)):
Original[4:9]: [-71 -67 -68 -70 -72]
Recon[4:9]:    [-71 -67 -68 -70 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (NLMS Block 2048 (5min)):
Original[4:9]: [-48 -48 -49 -52 -51]
Recon[4:9]:    [-48 -48 -49 -52 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (NLMS Block 2048 (5min)):
Original[4:9]: [-58 -59 -61 -61 -59]
Recon[4:9]:    [-58 -59 -61 -61 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (NLMS Block 2048 (5min)):
Original[4:9]: [-53 -52 -52 -50 -49]
Recon[4:9]:    [-53 -52 -52 -50 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (NLMS Block 2048 (5min)):
Original[4:9]: [-49 -47 -47 -47 -50]
Recon[4:9]:    [-49 -47 -47 -47 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- NLMS Block 2048 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added NLMS results for Block 2048: CR Rice=1.896, CR Huff=2.229, mean L2=21.74107
Best params for GASS Block 2048 (10s): {'order': 4, 'mu': 1e-07, 'rho': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (GASS Block 2048 (5min)):
Original[4:9]: [-29 -29 -29 -29 -24]
Recon[4:9]:    [-29 -29 -29 -29 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (GASS Block 2048 (5min)):
Original[4:9]: [-83 -75 -73 -77 -80]
Recon[4:9]:    [-83 -75 -73 -77 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (GASS Block 2048 (5min)):
Original[4:9]: [-40 -40 -42 -41 -39]
Recon[4:9]:    [-40 -40 -42 -41 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (GASS Block 2048 (5min)):
Original[4:9]: [-41 -41 -41 -42 -43]
Recon[4:9]:    [-41 -41 -41 -42 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (GASS Block 2048 (5min)):
Original[4:9]: [-51 -48 -54 -60 -68]
Recon[4:9]:    [-51 -48 -54 -60 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (GASS Block 2048 (5min)):
Original[4:9]: [-82 -84 -85 -85 -86]
Recon[4:9]:    [-82 -84 -85 -85 -86]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (GASS Block 2048 (5min)):
Original[4:9]: [-62 -63 -61 -60 -64]
Recon[4:9]:    [-62 -63 -61 -60 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (GASS Block 2048 (5min)):
Original[4:9]: [-69 -65 -67 -69 -70]
Recon[4:9]:    [-69 -65 -67 -69 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (GASS Block 2048 (5min)):
Original[4:9]: [-68 -67 -67 -67 -62]
Recon[4:9]:    [-68 -67 -67 -67 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (GASS Block 2048 (5min)):
Original[4:9]: [-68 -63 -60 -57 -57]
Recon[4:9]:    [-68 -63 -60 -57 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (GASS Block 2048 (5min)):
Original[4:9]: [-34 -35 -32 -31 -30]
Recon[4:9]:    [-34 -35 -32 -31 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (GASS Block 2048 (5min)):
Original[4:9]: [-50 -50 -52 -54 -51]
Recon[4:9]:    [-50 -50 -52 -54 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (GASS Block 2048 (5min)):
Original[4:9]: [-60 -65 -66 -69 -67]
Recon[4:9]:    [-60 -65 -66 -69 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (GASS Block 2048 (5min)):
Original[4:9]: [-63 -65 -67 -74 -77]
Recon[4:9]:    [-63 -65 -67 -74 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (GASS Block 2048 (5min)):
Original[4:9]: [-48 -53 -61 -62 -65]
Recon[4:9]:    [-48 -53 -61 -62 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (GASS Block 2048 (5min)):
Original[4:9]: [-39 -43 -45 -44 -41]
Recon[4:9]:    [-39 -43 -45 -44 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (GASS Block 2048 (5min)):
Original[4:9]: [-48 -48 -47 -46 -47]
Recon[4:9]:    [-48 -48 -47 -46 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (GASS Block 2048 (5min)):
Original[4:9]: [-37 -31 -30 -33 -41]
Recon[4:9]:    [-37 -31 -30 -33 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (GASS Block 2048 (5min)):
Original[4:9]: [-61 -64 -67 -68 -70]
Recon[4:9]:    [-61 -64 -67 -68 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (GASS Block 2048 (5min)):
Original[4:9]: [-79 -81 -81 -79 -79]
Recon[4:9]:    [-79 -81 -81 -79 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (GASS Block 2048 (5min)):
Original[4:9]: [-73 -39   2  53 107]
Recon[4:9]:    [-73 -39   2  53 107]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (GASS Block 2048 (5min)):
Original[4:9]: [-98 -97 -97 -95 -97]
Recon[4:9]:    [-98 -97 -97 -95 -97]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (GASS Block 2048 (5min)):
Original[4:9]: [-79 -78 -80 -84 -82]
Recon[4:9]:    [-79 -78 -80 -84 -82]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (GASS Block 2048 (5min)):
Original[4:9]: [ -97 -100  -99  -97  -98]
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Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (GASS Block 2048 (5min)):
Original[4:9]: [-61 -61 -60 -60 -62]
Recon[4:9]:    [-61 -61 -60 -60 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (GASS Block 2048 (5min)):
Original[4:9]: [-59 -57 -58 -57 -59]
Recon[4:9]:    [-59 -57 -58 -57 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (GASS Block 2048 (5min)):
Original[4:9]: [-57 -59 -59 -61 -58]
Recon[4:9]:    [-57 -59 -59 -61 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (GASS Block 2048 (5min)):
Original[4:9]: [-26 -29 -32 -35 -37]
Recon[4:9]:    [-26 -29 -32 -35 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (GASS Block 2048 (5min)):
Original[4:9]: [-72 -75 -72 -75 -77]
Recon[4:9]:    [-72 -75 -72 -75 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-70 -71 -71 -72 -69]
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L2 calculation: 0.0

DEBUG Segment 30 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-88 -88 -92 -92 -89]
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L2 calculation: 0.0

DEBUG Segment 31 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-82 -81 -79 -76 -74]
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L2 calculation: 0.0

DEBUG Segment 32 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-73 -74 -73 -73 -77]
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L2 calculation: 0.0

DEBUG Segment 33 (GASS Block 2048 (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 35 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 36 (GASS Block 2048 (5min)):
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DEBUG Segment 37 (GASS Block 2048 (5min)):
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DEBUG Segment 38 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 39 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-93 -91 -91 -87 -87]
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L2 calculation: 0.0

DEBUG Segment 40 (GASS Block 2048 (5min)):
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DEBUG Segment 41 (GASS Block 2048 (5min)):
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DEBUG Segment 42 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 43 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 44 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 45 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 46 (GASS Block 2048 (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-83 -83 -81 -80 -83]
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L2 calculation: 0.0

DEBUG Segment 48 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-71 -67 -68 -70 -72]
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L2 calculation: 0.0

DEBUG Segment 49 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-48 -48 -49 -52 -51]
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L2 calculation: 0.0

DEBUG Segment 50 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-58 -59 -61 -61 -59]
Raw difference: [0 0 0 0 0]
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L2 calculation: 0.0

DEBUG Segment 51 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-53 -52 -52 -50 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-49 -47 -47 -47 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- GASS Block 2048 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added GASS results for Block 2048: CR Rice=2.387, CR Huff=2.602, mean L2=9.09839
Best params for LMS Elgendi Beats (10s): {'order': 4, 'mu': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-29 -29 -29 -29 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-58 -55 -54 -52 -56]
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L2 calculation: 0.0

DEBUG Segment 2 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 3 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-70 -70 -68 -67 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-59 -60 -62 -66 -68]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-65 -67 -65 -63 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-61 -62 -59 -60 -61]
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L2 calculation: 0.0

DEBUG Segment 7 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-59 -56 -54 -56 -56]
Raw difference: [0 0 0 0 0]
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L2 calculation: 0.0

DEBUG Segment 8 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-70 -69 -70 -71 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-64 -66 -67 -66 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (LMS Elgendi Beats (5min)):
Original[4:9]: [-60 -59 -61 -60 -61]
Recon[4:9]:    [-60 -59 -61 -60 -61]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-56 -54 -54 -55 -57]
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L2 calculation: 0.0

DEBUG Segment 12 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-58 -56 -57 -55 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (LMS Elgendi Beats (5min)):
Original[4:9]: [-60 -59 -61 -61 -63]
Recon[4:9]:    [-60 -59 -61 -61 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-56 -57 -56 -57 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-57 -60 -62 -60 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-67 -64 -60 -60 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-65 -68 -69 -69 -68]
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L2 calculation: 0.0

DEBUG Segment 18 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-61 -57 -57 -57 -59]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-58 -60 -62 -62 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-63 -64 -68 -68 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-63 -61 -60 -58 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-58 -60 -62 -62 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-58 -57 -59 -60 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-63 -65 -66 -65 -65]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-59 -59 -56 -55 -56]
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L2 calculation: 0.0

DEBUG Segment 26 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-60 -56 -56 -54 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-64 -64 -65 -64 -64]
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L2 calculation: 0.0

DEBUG Segment 28 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-67 -72 -70 -69 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-71 -71 -75 -75 -74]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-83 -83 -82 -79 -79]
Raw difference: [0 0 0 0 0]
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L2 calculation: 0.0

DEBUG Segment 31 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-85 -82 -80 -81 -84]
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L2 calculation: 0.0

DEBUG Segment 32 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-80 -82 -82 -82 -80]
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L2 calculation: 0.0

DEBUG Segment 33 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-71 -71 -68 -69 -70]
Raw difference: [0 0 0 0 0]
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L2 calculation: 0.0

DEBUG Segment 34 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-70 -68 -67 -69 -72]
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L2 calculation: 0.0

DEBUG Segment 35 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-75 -76 -77 -73 -73]
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L2 calculation: 0.0

DEBUG Segment 36 (LMS Elgendi Beats (5min)):
Original[4:9]: [-69 -66 -69 -70 -71]
Recon[4:9]:    [-69 -66 -69 -70 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (LMS Elgendi Beats (5min)):
Original[4:9]: [-68 -69 -68 -71 -72]
Recon[4:9]:    [-68 -69 -68 -71 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (LMS Elgendi Beats (5min)):
Original[4:9]: [-71 -68 -69 -72 -77]
Recon[4:9]:    [-71 -68 -69 -72 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-72 -70 -70 -70 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (LMS Elgendi Beats (5min)):
Original[4:9]: [-69 -66 -65 -68 -67]
Recon[4:9]:    [-69 -66 -65 -68 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (LMS Elgendi Beats (5min)):
Original[4:9]: [-72 -69 -67 -69 -71]
Recon[4:9]:    [-72 -69 -67 -69 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (LMS Elgendi Beats (5min)):
Original[4:9]: [-72 -73 -74 -74 -75]
Recon[4:9]:    [-72 -73 -74 -74 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (LMS Elgendi Beats (5min)):
Original[4:9]: [-81 -81 -84 -82 -81]
Recon[4:9]:    [-81 -81 -84 -82 -81]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (LMS Elgendi Beats (5min)):
Original[4:9]: [-78 -79 -81 -82 -79]
Recon[4:9]:    [-78 -79 -81 -82 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (LMS Elgendi Beats (5min)):
Original[4:9]: [-73 -72 -73 -76 -76]
Recon[4:9]:    [-73 -72 -73 -76 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (LMS Elgendi Beats (5min)):
Original[4:9]: [-70 -71 -75 -76 -73]
Recon[4:9]:    [-70 -71 -75 -76 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-65 -68 -69 -72 -74]
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L2 calculation: 0.0

DEBUG Segment 48 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-64 -66 -65 -61 -65]
Raw difference: [0 0 0 0 0]
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L2 calculation: 0.0

DEBUG Segment 49 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-63 -65 -66 -66 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-73 -75 -75 -77 -76]
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L2 calculation: 0.0

DEBUG Segment 51 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-72 -74 -78 -77 -76]
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L2 calculation: 0.0

DEBUG Segment 52 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-60 -61 -65 -67 -65]
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L2 calculation: 0.0

DEBUG Segment 53 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-64 -62 -63 -66 -68]
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L2 calculation: 0.0

DEBUG Segment 54 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-66 -66 -67 -67 -69]
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L2 calculation: 0.0

DEBUG Segment 55 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-66 -65 -65 -70 -70]
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L2 calculation: 0.0

DEBUG Segment 56 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-63 -65 -65 -68 -68]
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L2 calculation: 0.0

DEBUG Segment 57 (LMS Elgendi Beats (5min)):
Original[4:9]: [-72 -71 -70 -71 -70]
Recon[4:9]:    [-72 -71 -70 -71 -70]
Raw difference: [0 0 0 0 0]
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L2 calculation: 0.0

DEBUG Segment 58 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-70 -73 -73 -74 -74]
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L2 calculation: 0.0

DEBUG Segment 59 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-64 -63 -62 -60 -58]
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DEBUG Segment 60 (LMS Elgendi Beats (5min)):
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DEBUG Segment 63 (LMS Elgendi Beats (5min)):
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DEBUG Segment 65 (LMS Elgendi Beats (5min)):
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DEBUG Segment 66 (LMS Elgendi Beats (5min)):
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DEBUG Segment 67 (LMS Elgendi Beats (5min)):
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DEBUG Segment 68 (LMS Elgendi Beats (5min)):
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DEBUG Segment 69 (LMS Elgendi Beats (5min)):
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DEBUG Segment 73 (LMS Elgendi Beats (5min)):
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DEBUG Segment 76 (LMS Elgendi Beats (5min)):
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DEBUG Segment 77 (LMS Elgendi Beats (5min)):
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DEBUG Segment 78 (LMS Elgendi Beats (5min)):
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DEBUG Segment 79 (LMS Elgendi Beats (5min)):
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DEBUG Segment 80 (LMS Elgendi Beats (5min)):
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DEBUG Segment 81 (LMS Elgendi Beats (5min)):
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DEBUG Segment 82 (LMS Elgendi Beats (5min)):
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DEBUG Segment 83 (LMS Elgendi Beats (5min)):
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DEBUG Segment 84 (LMS Elgendi Beats (5min)):
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DEBUG Segment 85 (LMS Elgendi Beats (5min)):
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DEBUG Segment 86 (LMS Elgendi Beats (5min)):
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DEBUG Segment 87 (LMS Elgendi Beats (5min)):
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DEBUG Segment 88 (LMS Elgendi Beats (5min)):
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DEBUG Segment 89 (LMS Elgendi Beats (5min)):
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DEBUG Segment 90 (LMS Elgendi Beats (5min)):
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DEBUG Segment 91 (LMS Elgendi Beats (5min)):
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DEBUG Segment 92 (LMS Elgendi Beats (5min)):
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DEBUG Segment 93 (LMS Elgendi Beats (5min)):
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DEBUG Segment 94 (LMS Elgendi Beats (5min)):
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DEBUG Segment 95 (LMS Elgendi Beats (5min)):
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DEBUG Segment 96 (LMS Elgendi Beats (5min)):
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DEBUG Segment 97 (LMS Elgendi Beats (5min)):
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DEBUG Segment 98 (LMS Elgendi Beats (5min)):
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DEBUG Segment 99 (LMS Elgendi Beats (5min)):
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DEBUG Segment 100 (LMS Elgendi Beats (5min)):
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DEBUG Segment 101 (LMS Elgendi Beats (5min)):
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DEBUG Segment 102 (LMS Elgendi Beats (5min)):
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DEBUG Segment 103 (LMS Elgendi Beats (5min)):
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DEBUG Segment 104 (LMS Elgendi Beats (5min)):
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DEBUG Segment 105 (LMS Elgendi Beats (5min)):
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DEBUG Segment 106 (LMS Elgendi Beats (5min)):
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DEBUG Segment 107 (LMS Elgendi Beats (5min)):
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DEBUG Segment 108 (LMS Elgendi Beats (5min)):
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DEBUG Segment 109 (LMS Elgendi Beats (5min)):
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DEBUG Segment 110 (LMS Elgendi Beats (5min)):
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DEBUG Segment 111 (LMS Elgendi Beats (5min)):
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DEBUG Segment 112 (LMS Elgendi Beats (5min)):
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DEBUG Segment 113 (LMS Elgendi Beats (5min)):
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DEBUG Segment 114 (LMS Elgendi Beats (5min)):
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DEBUG Segment 115 (LMS Elgendi Beats (5min)):
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DEBUG Segment 116 (LMS Elgendi Beats (5min)):
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DEBUG Segment 117 (LMS Elgendi Beats (5min)):
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DEBUG Segment 118 (LMS Elgendi Beats (5min)):
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DEBUG Segment 119 (LMS Elgendi Beats (5min)):
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DEBUG Segment 120 (LMS Elgendi Beats (5min)):
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DEBUG Segment 121 (LMS Elgendi Beats (5min)):
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DEBUG Segment 122 (LMS Elgendi Beats (5min)):
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DEBUG Segment 123 (LMS Elgendi Beats (5min)):
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DEBUG Segment 124 (LMS Elgendi Beats (5min)):
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DEBUG Segment 125 (LMS Elgendi Beats (5min)):
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DEBUG Segment 126 (LMS Elgendi Beats (5min)):
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DEBUG Segment 127 (LMS Elgendi Beats (5min)):
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DEBUG Segment 128 (LMS Elgendi Beats (5min)):
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DEBUG Segment 129 (LMS Elgendi Beats (5min)):
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DEBUG Segment 130 (LMS Elgendi Beats (5min)):
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DEBUG Segment 131 (LMS Elgendi Beats (5min)):
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DEBUG Segment 132 (LMS Elgendi Beats (5min)):
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DEBUG Segment 133 (LMS Elgendi Beats (5min)):
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DEBUG Segment 134 (LMS Elgendi Beats (5min)):
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DEBUG Segment 135 (LMS Elgendi Beats (5min)):
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DEBUG Segment 136 (LMS Elgendi Beats (5min)):
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DEBUG Segment 137 (LMS Elgendi Beats (5min)):
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DEBUG Segment 138 (LMS Elgendi Beats (5min)):
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DEBUG Segment 139 (LMS Elgendi Beats (5min)):
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DEBUG Segment 140 (LMS Elgendi Beats (5min)):
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DEBUG Segment 141 (LMS Elgendi Beats (5min)):
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DEBUG Segment 142 (LMS Elgendi Beats (5min)):
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DEBUG Segment 143 (LMS Elgendi Beats (5min)):
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DEBUG Segment 144 (LMS Elgendi Beats (5min)):
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DEBUG Segment 147 (LMS Elgendi Beats (5min)):
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DEBUG Segment 148 (LMS Elgendi Beats (5min)):
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DEBUG Segment 149 (LMS Elgendi Beats (5min)):
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DEBUG Segment 150 (LMS Elgendi Beats (5min)):
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DEBUG Segment 152 (LMS Elgendi Beats (5min)):
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DEBUG Segment 153 (LMS Elgendi Beats (5min)):
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DEBUG Segment 154 (LMS Elgendi Beats (5min)):
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DEBUG Segment 155 (LMS Elgendi Beats (5min)):
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DEBUG Segment 156 (LMS Elgendi Beats (5min)):
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DEBUG Segment 157 (LMS Elgendi Beats (5min)):
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DEBUG Segment 158 (LMS Elgendi Beats (5min)):
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DEBUG Segment 159 (LMS Elgendi Beats (5min)):
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DEBUG Segment 160 (LMS Elgendi Beats (5min)):
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DEBUG Segment 161 (LMS Elgendi Beats (5min)):
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DEBUG Segment 163 (LMS Elgendi Beats (5min)):
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DEBUG Segment 164 (LMS Elgendi Beats (5min)):
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DEBUG Segment 165 (LMS Elgendi Beats (5min)):
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DEBUG Segment 166 (LMS Elgendi Beats (5min)):
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DEBUG Segment 167 (LMS Elgendi Beats (5min)):
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DEBUG Segment 168 (LMS Elgendi Beats (5min)):
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DEBUG Segment 169 (LMS Elgendi Beats (5min)):
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DEBUG Segment 170 (LMS Elgendi Beats (5min)):
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DEBUG Segment 171 (LMS Elgendi Beats (5min)):
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DEBUG Segment 172 (LMS Elgendi Beats (5min)):
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DEBUG Segment 173 (LMS Elgendi Beats (5min)):
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DEBUG Segment 174 (LMS Elgendi Beats (5min)):
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DEBUG Segment 175 (LMS Elgendi Beats (5min)):
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DEBUG Segment 176 (LMS Elgendi Beats (5min)):
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DEBUG Segment 177 (LMS Elgendi Beats (5min)):
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DEBUG Segment 178 (LMS Elgendi Beats (5min)):
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DEBUG Segment 179 (LMS Elgendi Beats (5min)):
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DEBUG Segment 180 (LMS Elgendi Beats (5min)):
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DEBUG Segment 181 (LMS Elgendi Beats (5min)):
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DEBUG Segment 182 (LMS Elgendi Beats (5min)):
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DEBUG Segment 183 (LMS Elgendi Beats (5min)):
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DEBUG Segment 184 (LMS Elgendi Beats (5min)):
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DEBUG Segment 185 (LMS Elgendi Beats (5min)):
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DEBUG Segment 186 (LMS Elgendi Beats (5min)):
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DEBUG Segment 187 (LMS Elgendi Beats (5min)):
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DEBUG Segment 188 (LMS Elgendi Beats (5min)):
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DEBUG Segment 189 (LMS Elgendi Beats (5min)):
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DEBUG Segment 190 (LMS Elgendi Beats (5min)):
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DEBUG Segment 191 (LMS Elgendi Beats (5min)):
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DEBUG Segment 192 (LMS Elgendi Beats (5min)):
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DEBUG Segment 193 (LMS Elgendi Beats (5min)):
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DEBUG Segment 194 (LMS Elgendi Beats (5min)):
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DEBUG Segment 195 (LMS Elgendi Beats (5min)):
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DEBUG Segment 196 (LMS Elgendi Beats (5min)):
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DEBUG Segment 197 (LMS Elgendi Beats (5min)):
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DEBUG Segment 198 (LMS Elgendi Beats (5min)):
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DEBUG Segment 199 (LMS Elgendi Beats (5min)):
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DEBUG Segment 200 (LMS Elgendi Beats (5min)):
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DEBUG Segment 201 (LMS Elgendi Beats (5min)):
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DEBUG Segment 202 (LMS Elgendi Beats (5min)):
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DEBUG Segment 203 (LMS Elgendi Beats (5min)):
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DEBUG Segment 204 (LMS Elgendi Beats (5min)):
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DEBUG Segment 205 (LMS Elgendi Beats (5min)):
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DEBUG Segment 206 (LMS Elgendi Beats (5min)):
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DEBUG Segment 207 (LMS Elgendi Beats (5min)):
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DEBUG Segment 208 (LMS Elgendi Beats (5min)):
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DEBUG Segment 209 (LMS Elgendi Beats (5min)):
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DEBUG Segment 210 (LMS Elgendi Beats (5min)):
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DEBUG Segment 211 (LMS Elgendi Beats (5min)):
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DEBUG Segment 212 (LMS Elgendi Beats (5min)):
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DEBUG Segment 213 (LMS Elgendi Beats (5min)):
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DEBUG Segment 214 (LMS Elgendi Beats (5min)):
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DEBUG Segment 215 (LMS Elgendi Beats (5min)):
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DEBUG Segment 216 (LMS Elgendi Beats (5min)):
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DEBUG Segment 217 (LMS Elgendi Beats (5min)):
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DEBUG Segment 218 (LMS Elgendi Beats (5min)):
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DEBUG Segment 219 (LMS Elgendi Beats (5min)):
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DEBUG Segment 220 (LMS Elgendi Beats (5min)):
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DEBUG Segment 221 (LMS Elgendi Beats (5min)):
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DEBUG Segment 222 (LMS Elgendi Beats (5min)):
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DEBUG Segment 223 (LMS Elgendi Beats (5min)):
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DEBUG Segment 224 (LMS Elgendi Beats (5min)):
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DEBUG Segment 225 (LMS Elgendi Beats (5min)):
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DEBUG Segment 226 (LMS Elgendi Beats (5min)):
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DEBUG Segment 227 (LMS Elgendi Beats (5min)):
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DEBUG Segment 228 (LMS Elgendi Beats (5min)):
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DEBUG Segment 229 (LMS Elgendi Beats (5min)):
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DEBUG Segment 230 (LMS Elgendi Beats (5min)):
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DEBUG Segment 231 (LMS Elgendi Beats (5min)):
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DEBUG Segment 232 (LMS Elgendi Beats (5min)):
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DEBUG Segment 233 (LMS Elgendi Beats (5min)):
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DEBUG Segment 234 (LMS Elgendi Beats (5min)):
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DEBUG Segment 235 (LMS Elgendi Beats (5min)):
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DEBUG Segment 236 (LMS Elgendi Beats (5min)):
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DEBUG Segment 237 (LMS Elgendi Beats (5min)):
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DEBUG Segment 238 (LMS Elgendi Beats (5min)):
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DEBUG Segment 239 (LMS Elgendi Beats (5min)):
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DEBUG Segment 240 (LMS Elgendi Beats (5min)):
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DEBUG Segment 241 (LMS Elgendi Beats (5min)):
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DEBUG Segment 242 (LMS Elgendi Beats (5min)):
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DEBUG Segment 243 (LMS Elgendi Beats (5min)):
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DEBUG Segment 244 (LMS Elgendi Beats (5min)):
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DEBUG Segment 245 (LMS Elgendi Beats (5min)):
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DEBUG Segment 246 (LMS Elgendi Beats (5min)):
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DEBUG Segment 247 (LMS Elgendi Beats (5min)):
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DEBUG Segment 248 (LMS Elgendi Beats (5min)):
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DEBUG Segment 249 (LMS Elgendi Beats (5min)):
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DEBUG Segment 250 (LMS Elgendi Beats (5min)):
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DEBUG Segment 251 (LMS Elgendi Beats (5min)):
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DEBUG Segment 252 (LMS Elgendi Beats (5min)):
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DEBUG Segment 253 (LMS Elgendi Beats (5min)):
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DEBUG Segment 254 (LMS Elgendi Beats (5min)):
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DEBUG Segment 255 (LMS Elgendi Beats (5min)):
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DEBUG Segment 256 (LMS Elgendi Beats (5min)):
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DEBUG Segment 257 (LMS Elgendi Beats (5min)):
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DEBUG Segment 258 (LMS Elgendi Beats (5min)):
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DEBUG Segment 259 (LMS Elgendi Beats (5min)):
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DEBUG Segment 260 (LMS Elgendi Beats (5min)):
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DEBUG Segment 261 (LMS Elgendi Beats (5min)):
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DEBUG Segment 262 (LMS Elgendi Beats (5min)):
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DEBUG Segment 263 (LMS Elgendi Beats (5min)):
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DEBUG Segment 264 (LMS Elgendi Beats (5min)):
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DEBUG Segment 265 (LMS Elgendi Beats (5min)):
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DEBUG Segment 266 (LMS Elgendi Beats (5min)):
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DEBUG Segment 267 (LMS Elgendi Beats (5min)):
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DEBUG Segment 268 (LMS Elgendi Beats (5min)):
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DEBUG Segment 269 (LMS Elgendi Beats (5min)):
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DEBUG Segment 270 (LMS Elgendi Beats (5min)):
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DEBUG Segment 271 (LMS Elgendi Beats (5min)):
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DEBUG Segment 272 (LMS Elgendi Beats (5min)):
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DEBUG Segment 273 (LMS Elgendi Beats (5min)):
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DEBUG Segment 274 (LMS Elgendi Beats (5min)):
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DEBUG Segment 275 (LMS Elgendi Beats (5min)):
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DEBUG Segment 276 (LMS Elgendi Beats (5min)):
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DEBUG Segment 277 (LMS Elgendi Beats (5min)):
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DEBUG Segment 278 (LMS Elgendi Beats (5min)):
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DEBUG Segment 279 (LMS Elgendi Beats (5min)):
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DEBUG Segment 280 (LMS Elgendi Beats (5min)):
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DEBUG Segment 281 (LMS Elgendi Beats (5min)):
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DEBUG Segment 282 (LMS Elgendi Beats (5min)):
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DEBUG Segment 283 (LMS Elgendi Beats (5min)):
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DEBUG Segment 284 (LMS Elgendi Beats (5min)):
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DEBUG Segment 285 (LMS Elgendi Beats (5min)):
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DEBUG Segment 286 (LMS Elgendi Beats (5min)):
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DEBUG Segment 287 (LMS Elgendi Beats (5min)):
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DEBUG Segment 288 (LMS Elgendi Beats (5min)):
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DEBUG Segment 289 (LMS Elgendi Beats (5min)):
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DEBUG Segment 290 (LMS Elgendi Beats (5min)):
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DEBUG Segment 291 (LMS Elgendi Beats (5min)):
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DEBUG Segment 292 (LMS Elgendi Beats (5min)):
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DEBUG Segment 293 (LMS Elgendi Beats (5min)):
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DEBUG Segment 294 (LMS Elgendi Beats (5min)):
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DEBUG Segment 295 (LMS Elgendi Beats (5min)):
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DEBUG Segment 296 (LMS Elgendi Beats (5min)):
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DEBUG Segment 297 (LMS Elgendi Beats (5min)):
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DEBUG Segment 298 (LMS Elgendi Beats (5min)):
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DEBUG Segment 299 (LMS Elgendi Beats (5min)):
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DEBUG Segment 300 (LMS Elgendi Beats (5min)):
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DEBUG Segment 301 (LMS Elgendi Beats (5min)):
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DEBUG Segment 302 (LMS Elgendi Beats (5min)):
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DEBUG Segment 303 (LMS Elgendi Beats (5min)):
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DEBUG Segment 304 (LMS Elgendi Beats (5min)):
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DEBUG Segment 305 (LMS Elgendi Beats (5min)):
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DEBUG Segment 306 (LMS Elgendi Beats (5min)):
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DEBUG Segment 307 (LMS Elgendi Beats (5min)):
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DEBUG Segment 308 (LMS Elgendi Beats (5min)):
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DEBUG Segment 309 (LMS Elgendi Beats (5min)):
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DEBUG Segment 310 (LMS Elgendi Beats (5min)):
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DEBUG Segment 311 (LMS Elgendi Beats (5min)):
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DEBUG Segment 312 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 313 (LMS Elgendi Beats (5min)):
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DEBUG Segment 314 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 315 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 316 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 317 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 318 (LMS Elgendi Beats (5min)):
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DEBUG Segment 319 (LMS Elgendi Beats (5min)):
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DEBUG Segment 320 (LMS Elgendi Beats (5min)):
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DEBUG Segment 321 (LMS Elgendi Beats (5min)):
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DEBUG Segment 322 (LMS Elgendi Beats (5min)):
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DEBUG Segment 323 (LMS Elgendi Beats (5min)):
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DEBUG Segment 324 (LMS Elgendi Beats (5min)):
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DEBUG Segment 325 (LMS Elgendi Beats (5min)):
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DEBUG Segment 326 (LMS Elgendi Beats (5min)):
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DEBUG Segment 327 (LMS Elgendi Beats (5min)):
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DEBUG Segment 328 (LMS Elgendi Beats (5min)):
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DEBUG Segment 329 (LMS Elgendi Beats (5min)):
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DEBUG Segment 330 (LMS Elgendi Beats (5min)):
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DEBUG Segment 331 (LMS Elgendi Beats (5min)):
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DEBUG Segment 332 (LMS Elgendi Beats (5min)):
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DEBUG Segment 333 (LMS Elgendi Beats (5min)):
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DEBUG Segment 334 (LMS Elgendi Beats (5min)):
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DEBUG Segment 335 (LMS Elgendi Beats (5min)):
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DEBUG Segment 336 (LMS Elgendi Beats (5min)):
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DEBUG Segment 337 (LMS Elgendi Beats (5min)):
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DEBUG Segment 338 (LMS Elgendi Beats (5min)):
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DEBUG Segment 339 (LMS Elgendi Beats (5min)):
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DEBUG Segment 340 (LMS Elgendi Beats (5min)):
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DEBUG Segment 341 (LMS Elgendi Beats (5min)):
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DEBUG Segment 342 (LMS Elgendi Beats (5min)):
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DEBUG Segment 343 (LMS Elgendi Beats (5min)):
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DEBUG Segment 344 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 345 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 346 (LMS Elgendi Beats (5min)):
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DEBUG Segment 347 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 348 (LMS Elgendi Beats (5min)):
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DEBUG Segment 349 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 350 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 351 (LMS Elgendi Beats (5min)):
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DEBUG Segment 352 (LMS Elgendi Beats (5min)):
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DEBUG Segment 353 (LMS Elgendi Beats (5min)):
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DEBUG Segment 354 (LMS Elgendi Beats (5min)):
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DEBUG Segment 355 (LMS Elgendi Beats (5min)):
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DEBUG Segment 356 (LMS Elgendi Beats (5min)):
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DEBUG Segment 357 (LMS Elgendi Beats (5min)):
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DEBUG Segment 358 (LMS Elgendi Beats (5min)):
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DEBUG Segment 359 (LMS Elgendi Beats (5min)):
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DEBUG Segment 360 (LMS Elgendi Beats (5min)):
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DEBUG Segment 361 (LMS Elgendi Beats (5min)):
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DEBUG Segment 362 (LMS Elgendi Beats (5min)):
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DEBUG Segment 363 (LMS Elgendi Beats (5min)):
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DEBUG Segment 364 (LMS Elgendi Beats (5min)):
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DEBUG Segment 365 (LMS Elgendi Beats (5min)):
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DEBUG Segment 366 (LMS Elgendi Beats (5min)):
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DEBUG Segment 367 (LMS Elgendi Beats (5min)):
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DEBUG Segment 368 (LMS Elgendi Beats (5min)):
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DEBUG Segment 369 (LMS Elgendi Beats (5min)):
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DEBUG Segment 370 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0
---- LMS Elgendi Beats (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added LMS results for Elgendi Beats: CR Rice=1.623, CR Huff=1.800, mean L2=29.61879
Best params for NLMS Elgendi Beats (10s): {'order': 4, 'mu': 0.01} (avg l2-norm=0.00000)

DEBUG Segment 0 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 1 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 2 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 3 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 4 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 5 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 6 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 7 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 8 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 9 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 10 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 11 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 12 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 13 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-60 -59 -61 -61 -63]
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L2 calculation: 0.0

DEBUG Segment 14 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 15 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 16 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 17 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 18 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 19 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 20 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 21 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 22 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 23 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 48 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 49 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 50 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 51 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 52 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 53 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 54 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 55 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 56 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 57 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 58 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 59 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 60 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 61 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 62 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 63 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 64 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 65 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 66 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 67 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 68 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 69 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 70 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 71 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 72 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 73 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 76 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 77 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 78 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 79 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 80 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 81 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 84 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 85 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 87 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 88 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 89 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 90 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 91 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 92 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 94 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 95 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 96 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 100 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 102 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 103 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 104 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 105 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 106 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 107 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 120 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 122 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 130 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 131 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 132 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 134 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 135 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 136 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 138 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 139 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 140 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 141 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 142 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 143 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 148 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 149 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 150 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 151 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 152 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 153 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 154 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 155 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 156 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 157 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 158 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 159 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 160 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 164 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 174 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 175 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 176 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 178 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 180 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 182 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 183 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 186 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 188 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 189 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 191 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 225 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 227 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 228 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 229 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 232 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 233 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 236 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 237 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 238 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 239 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 240 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 243 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 246 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 250 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 302 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 303 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 304 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 305 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 306 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 307 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 308 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 309 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 310 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 311 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 312 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 313 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 314 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 315 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 316 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 317 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 318 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 319 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 320 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 321 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 322 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 323 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 324 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 329 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 330 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 332 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 337 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 338 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 344 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 356 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 357 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 358 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 360 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 361 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 362 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 363 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 364 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 365 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 366 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 367 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 368 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 369 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 370 (NLMS Elgendi Beats (5min)):
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---- NLMS Elgendi Beats (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added NLMS results for Elgendi Beats: CR Rice=1.546, CR Huff=1.756, mean L2=33.96519
Best params for GASS Elgendi Beats (10s): {'order': 4, 'mu': 1e-07, 'rho': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (GASS Elgendi Beats (5min)):
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DEBUG Segment 1 (GASS Elgendi Beats (5min)):
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DEBUG Segment 3 (GASS Elgendi Beats (5min)):
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DEBUG Segment 5 (GASS Elgendi Beats (5min)):
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DEBUG Segment 6 (GASS Elgendi Beats (5min)):
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DEBUG Segment 7 (GASS Elgendi Beats (5min)):
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DEBUG Segment 8 (GASS Elgendi Beats (5min)):
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DEBUG Segment 9 (GASS Elgendi Beats (5min)):
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DEBUG Segment 10 (GASS Elgendi Beats (5min)):
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DEBUG Segment 11 (GASS Elgendi Beats (5min)):
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DEBUG Segment 12 (GASS Elgendi Beats (5min)):
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DEBUG Segment 13 (GASS Elgendi Beats (5min)):
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DEBUG Segment 14 (GASS Elgendi Beats (5min)):
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DEBUG Segment 15 (GASS Elgendi Beats (5min)):
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DEBUG Segment 16 (GASS Elgendi Beats (5min)):
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DEBUG Segment 17 (GASS Elgendi Beats (5min)):
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DEBUG Segment 18 (GASS Elgendi Beats (5min)):
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DEBUG Segment 19 (GASS Elgendi Beats (5min)):
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DEBUG Segment 20 (GASS Elgendi Beats (5min)):
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DEBUG Segment 21 (GASS Elgendi Beats (5min)):
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DEBUG Segment 22 (GASS Elgendi Beats (5min)):
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DEBUG Segment 25 (GASS Elgendi Beats (5min)):
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DEBUG Segment 30 (GASS Elgendi Beats (5min)):
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DEBUG Segment 31 (GASS Elgendi Beats (5min)):
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DEBUG Segment 32 (GASS Elgendi Beats (5min)):
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DEBUG Segment 33 (GASS Elgendi Beats (5min)):
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DEBUG Segment 34 (GASS Elgendi Beats (5min)):
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DEBUG Segment 35 (GASS Elgendi Beats (5min)):
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DEBUG Segment 37 (GASS Elgendi Beats (5min)):
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DEBUG Segment 38 (GASS Elgendi Beats (5min)):
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DEBUG Segment 39 (GASS Elgendi Beats (5min)):
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DEBUG Segment 40 (GASS Elgendi Beats (5min)):
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DEBUG Segment 63 (GASS Elgendi Beats (5min)):
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DEBUG Segment 66 (GASS Elgendi Beats (5min)):
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DEBUG Segment 68 (GASS Elgendi Beats (5min)):
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DEBUG Segment 69 (GASS Elgendi Beats (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 324 (GASS Elgendi Beats (5min)):
Original[4:9]: [-38 -40 -41 -44 -44]
Recon[4:9]:    [-38 -40 -41 -44 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 325 (GASS Elgendi Beats (5min)):
Original[4:9]: [-30 -30 -32 -32 -30]
Recon[4:9]:    [-30 -30 -32 -32 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 326 (GASS Elgendi Beats (5min)):
Original[4:9]: [-37 -39 -41 -40 -42]
Recon[4:9]:    [-37 -39 -41 -40 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 327 (GASS Elgendi Beats (5min)):
Original[4:9]: [-66 -68 -67 -70 -70]
Recon[4:9]:    [-66 -68 -67 -70 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 328 (GASS Elgendi Beats (5min)):
Original[4:9]: [-65 -64 -64 -62 -63]
Recon[4:9]:    [-65 -64 -64 -62 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 329 (GASS Elgendi Beats (5min)):
Original[4:9]: [-54 -57 -57 -58 -61]
Recon[4:9]:    [-54 -57 -57 -58 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 330 (GASS Elgendi Beats (5min)):
Original[4:9]: [-48 -51 -51 -52 -51]
Recon[4:9]:    [-48 -51 -51 -52 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 331 (GASS Elgendi Beats (5min)):
Original[4:9]: [-56 -58 -56 -54 -56]
Recon[4:9]:    [-56 -58 -56 -54 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 332 (GASS Elgendi Beats (5min)):
Original[4:9]: [-46 -47 -46 -45 -45]
Recon[4:9]:    [-46 -47 -46 -45 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 333 (GASS Elgendi Beats (5min)):
Original[4:9]: [-45 -47 -47 -44 -44]
Recon[4:9]:    [-45 -47 -47 -44 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 334 (GASS Elgendi Beats (5min)):
Original[4:9]: [-56 -54 -53 -52 -53]
Recon[4:9]:    [-56 -54 -53 -52 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 335 (GASS Elgendi Beats (5min)):
Original[4:9]: [-59 -61 -63 -60 -59]
Recon[4:9]:    [-59 -61 -63 -60 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 336 (GASS Elgendi Beats (5min)):
Original[4:9]: [-48 -50 -52 -54 -53]
Recon[4:9]:    [-48 -50 -52 -54 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 337 (GASS Elgendi Beats (5min)):
Original[4:9]: [-49 -48 -46 -50 -52]
Recon[4:9]:    [-49 -48 -46 -50 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 338 (GASS Elgendi Beats (5min)):
Original[4:9]: [-56 -58 -58 -59 -59]
Recon[4:9]:    [-56 -58 -58 -59 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 339 (GASS Elgendi Beats (5min)):
Original[4:9]: [-62 -62 -65 -64 -63]
Recon[4:9]:    [-62 -62 -65 -64 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 340 (GASS Elgendi Beats (5min)):
Original[4:9]: [-51 -53 -55 -57 -56]
Recon[4:9]:    [-51 -53 -55 -57 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 341 (GASS Elgendi Beats (5min)):
Original[4:9]: [-53 -53 -52 -52 -53]
Recon[4:9]:    [-53 -53 -52 -52 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 342 (GASS Elgendi Beats (5min)):
Original[4:9]: [-72 -72 -69 -66 -65]
Recon[4:9]:    [-72 -72 -69 -66 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 343 (GASS Elgendi Beats (5min)):
Original[4:9]: [-79 -82 -78 -78 -78]
Recon[4:9]:    [-79 -82 -78 -78 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 344 (GASS Elgendi Beats (5min)):
Original[4:9]: [-58 -57 -55 -56 -60]
Recon[4:9]:    [-58 -57 -55 -56 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 345 (GASS Elgendi Beats (5min)):
Original[4:9]: [-49 -49 -46 -49 -54]
Recon[4:9]:    [-49 -49 -46 -49 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 346 (GASS Elgendi Beats (5min)):
Original[4:9]: [-58 -56 -54 -57 -59]
Recon[4:9]:    [-58 -56 -54 -57 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 347 (GASS Elgendi Beats (5min)):
Original[4:9]: [-64 -64 -63 -62 -61]
Recon[4:9]:    [-64 -64 -63 -62 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 348 (GASS Elgendi Beats (5min)):
Original[4:9]: [-62 -60 -61 -63 -65]
Recon[4:9]:    [-62 -60 -61 -63 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 349 (GASS Elgendi Beats (5min)):
Original[4:9]: [-68 -67 -67 -68 -67]
Recon[4:9]:    [-68 -67 -67 -68 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 350 (GASS Elgendi Beats (5min)):
Original[4:9]: [-79 -77 -77 -77 -80]
Recon[4:9]:    [-79 -77 -77 -77 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 351 (GASS Elgendi Beats (5min)):
Original[4:9]: [-60 -60 -63 -62 -61]
Recon[4:9]:    [-60 -60 -63 -62 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 352 (GASS Elgendi Beats (5min)):
Original[4:9]: [-53 -54 -56 -57 -57]
Recon[4:9]:    [-53 -54 -56 -57 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 353 (GASS Elgendi Beats (5min)):
Original[4:9]: [-61 -60 -61 -61 -63]
Recon[4:9]:    [-61 -60 -61 -61 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 354 (GASS Elgendi Beats (5min)):
Original[4:9]: [-60 -59 -63 -64 -62]
Recon[4:9]:    [-60 -59 -63 -64 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 355 (GASS Elgendi Beats (5min)):
Original[4:9]: [-60 -62 -63 -63 -61]
Recon[4:9]:    [-60 -62 -63 -63 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 356 (GASS Elgendi Beats (5min)):
Original[4:9]: [-59 -57 -58 -59 -63]
Recon[4:9]:    [-59 -57 -58 -59 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 357 (GASS Elgendi Beats (5min)):
Original[4:9]: [-56 -61 -62 -63 -60]
Recon[4:9]:    [-56 -61 -62 -63 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 358 (GASS Elgendi Beats (5min)):
Original[4:9]: [-47 -46 -46 -44 -43]
Recon[4:9]:    [-47 -46 -46 -44 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 359 (GASS Elgendi Beats (5min)):
Original[4:9]: [-44 -44 -45 -49 -49]
Recon[4:9]:    [-44 -44 -45 -49 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 360 (GASS Elgendi Beats (5min)):
Original[4:9]: [-59 -62 -60 -58 -59]
Recon[4:9]:    [-59 -62 -60 -58 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 361 (GASS Elgendi Beats (5min)):
Original[4:9]: [-68 -71 -71 -72 -69]
Recon[4:9]:    [-68 -71 -71 -72 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 362 (GASS Elgendi Beats (5min)):
Original[4:9]: [-63 -63 -65 -68 -64]
Recon[4:9]:    [-63 -63 -65 -68 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 363 (GASS Elgendi Beats (5min)):
Original[4:9]: [-61 -64 -63 -62 -61]
Recon[4:9]:    [-61 -64 -63 -62 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 364 (GASS Elgendi Beats (5min)):
Original[4:9]: [-61 -61 -61 -62 -60]
Recon[4:9]:    [-61 -61 -61 -62 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 365 (GASS Elgendi Beats (5min)):
Original[4:9]: [-51 -52 -51 -50 -50]
Recon[4:9]:    [-51 -52 -51 -50 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 366 (GASS Elgendi Beats (5min)):
Original[4:9]: [-40 -41 -43 -42 -40]
Recon[4:9]:    [-40 -41 -43 -42 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 367 (GASS Elgendi Beats (5min)):
Original[4:9]: [-55 -52 -49 -51 -52]
Recon[4:9]:    [-55 -52 -49 -51 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 368 (GASS Elgendi Beats (5min)):
Original[4:9]: [-68 -70 -71 -73 -70]
Recon[4:9]:    [-68 -70 -71 -73 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 369 (GASS Elgendi Beats (5min)):
Original[4:9]: [-65 -62 -62 -62 -65]
Recon[4:9]:    [-65 -62 -62 -62 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 370 (GASS Elgendi Beats (5min)):
Original[4:9]: [-56 -56 -55 -59 -60]
Recon[4:9]:    [-56 -56 -55 -59 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- GASS Elgendi Beats (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added GASS results for Elgendi Beats: CR Rice=2.006, CR Huff=2.307, mean L2=17.54071
Best params for LMS Hamilton Beats (10s): {'order': 4, 'mu': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (LMS Hamilton Beats (5min)):
Original[4:9]: [-29 -29 -29 -29 -24]
Recon[4:9]:    [-29 -29 -29 -29 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (LMS Hamilton Beats (5min)):
Original[4:9]: [-58 -55 -54 -52 -56]
Recon[4:9]:    [-58 -55 -54 -52 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (LMS Hamilton Beats (5min)):
Original[4:9]: [-62 -64 -63 -60 -63]
Recon[4:9]:    [-62 -64 -63 -60 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (LMS Hamilton Beats (5min)):
Original[4:9]: [-70 -70 -68 -67 -66]
Recon[4:9]:    [-70 -70 -68 -67 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (LMS Hamilton Beats (5min)):
Original[4:9]: [-60 -62 -66 -68 -66]
Recon[4:9]:    [-60 -62 -66 -68 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (LMS Hamilton Beats (5min)):
Original[4:9]: [-65 -67 -65 -63 -64]
Recon[4:9]:    [-65 -67 -65 -63 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (LMS Hamilton Beats (5min)):
Original[4:9]: [-61 -62 -59 -60 -61]
Recon[4:9]:    [-61 -62 -59 -60 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -56 -54 -56 -56]
Recon[4:9]:    [-59 -56 -54 -56 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (LMS Hamilton Beats (5min)):
Original[4:9]: [-70 -69 -70 -71 -72]
Recon[4:9]:    [-70 -69 -70 -71 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (LMS Hamilton Beats (5min)):
Original[4:9]: [-64 -66 -67 -66 -63]
Recon[4:9]:    [-64 -66 -67 -66 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (LMS Hamilton Beats (5min)):
Original[4:9]: [-60 -59 -61 -60 -61]
Recon[4:9]:    [-60 -59 -61 -60 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -54 -54 -55 -57]
Recon[4:9]:    [-56 -54 -54 -55 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (LMS Hamilton Beats (5min)):
Original[4:9]: [-58 -56 -57 -55 -58]
Recon[4:9]:    [-58 -56 -57 -55 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (LMS Hamilton Beats (5min)):
Original[4:9]: [-60 -59 -61 -61 -63]
Recon[4:9]:    [-60 -59 -61 -61 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -57 -56 -57 -60]
Recon[4:9]:    [-56 -57 -56 -57 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -60 -62 -60 -58]
Recon[4:9]:    [-57 -60 -62 -60 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (LMS Hamilton Beats (5min)):
Original[4:9]: [-67 -64 -60 -60 -64]
Recon[4:9]:    [-67 -64 -60 -60 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (LMS Hamilton Beats (5min)):
Original[4:9]: [-65 -68 -69 -69 -68]
Recon[4:9]:    [-65 -68 -69 -69 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (LMS Hamilton Beats (5min)):
Original[4:9]: [-61 -57 -57 -57 -59]
Recon[4:9]:    [-61 -57 -57 -57 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (LMS Hamilton Beats (5min)):
Original[4:9]: [-60 -62 -62 -59 -59]
Recon[4:9]:    [-60 -62 -62 -59 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (LMS Hamilton Beats (5min)):
Original[4:9]: [-64 -68 -68 -67 -66]
Recon[4:9]:    [-64 -68 -68 -67 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (LMS Hamilton Beats (5min)):
Original[4:9]: [-63 -61 -60 -58 -62]
Recon[4:9]:    [-63 -61 -60 -58 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (LMS Hamilton Beats (5min)):
Original[4:9]: [-58 -60 -62 -62 -62]
Recon[4:9]:    [-58 -60 -62 -62 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -59 -60 -63 -62]
Recon[4:9]:    [-57 -59 -60 -63 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (LMS Hamilton Beats (5min)):
Original[4:9]: [-63 -65 -66 -65 -65]
Recon[4:9]:    [-63 -65 -66 -65 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -56 -55 -56 -57]
Recon[4:9]:    [-59 -56 -55 -56 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (LMS Hamilton Beats (5min)):
Original[4:9]: [-60 -56 -56 -54 -56]
Recon[4:9]:    [-60 -56 -56 -54 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (LMS Hamilton Beats (5min)):
Original[4:9]: [-64 -64 -65 -64 -64]
Recon[4:9]:    [-64 -64 -65 -64 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (LMS Hamilton Beats (5min)):
Original[4:9]: [-67 -72 -70 -69 -71]
Recon[4:9]:    [-67 -72 -70 -69 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (LMS Hamilton Beats (5min)):
Original[4:9]: [-71 -71 -75 -75 -74]
Recon[4:9]:    [-71 -71 -75 -75 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (LMS Hamilton Beats (5min)):
Original[4:9]: [-83 -83 -82 -79 -79]
Recon[4:9]:    [-83 -83 -82 -79 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (LMS Hamilton Beats (5min)):
Original[4:9]: [-85 -82 -80 -81 -84]
Recon[4:9]:    [-85 -82 -80 -81 -84]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (LMS Hamilton Beats (5min)):
Original[4:9]: [-80 -82 -82 -82 -80]
Recon[4:9]:    [-80 -82 -82 -82 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (LMS Hamilton Beats (5min)):
Original[4:9]: [-71 -68 -69 -70 -72]
Recon[4:9]:    [-71 -68 -69 -70 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (LMS Hamilton Beats (5min)):
Original[4:9]: [-70 -68 -67 -69 -72]
Recon[4:9]:    [-70 -68 -67 -69 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (LMS Hamilton Beats (5min)):
Original[4:9]: [-75 -76 -77 -73 -73]
Recon[4:9]:    [-75 -76 -77 -73 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (LMS Hamilton Beats (5min)):
Original[4:9]: [-69 -66 -69 -70 -71]
Recon[4:9]:    [-69 -66 -69 -70 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (LMS Hamilton Beats (5min)):
Original[4:9]: [-68 -69 -68 -71 -72]
Recon[4:9]:    [-68 -69 -68 -71 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (LMS Hamilton Beats (5min)):
Original[4:9]: [-71 -68 -69 -72 -77]
Recon[4:9]:    [-71 -68 -69 -72 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (LMS Hamilton Beats (5min)):
Original[4:9]: [-72 -70 -70 -70 -73]
Recon[4:9]:    [-72 -70 -70 -70 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (LMS Hamilton Beats (5min)):
Original[4:9]: [-69 -66 -65 -68 -67]
Recon[4:9]:    [-69 -66 -65 -68 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (LMS Hamilton Beats (5min)):
Original[4:9]: [-72 -69 -67 -69 -71]
Recon[4:9]:    [-72 -69 -67 -69 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (LMS Hamilton Beats (5min)):
Original[4:9]: [-73 -74 -74 -75 -73]
Recon[4:9]:    [-73 -74 -74 -75 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (LMS Hamilton Beats (5min)):
Original[4:9]: [-81 -84 -82 -81 -80]
Recon[4:9]:    [-81 -84 -82 -81 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (LMS Hamilton Beats (5min)):
Original[4:9]: [-79 -81 -82 -79 -78]
Recon[4:9]:    [-79 -81 -82 -79 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (LMS Hamilton Beats (5min)):
Original[4:9]: [-72 -73 -76 -76 -74]
Recon[4:9]:    [-72 -73 -76 -76 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (LMS Hamilton Beats (5min)):
Original[4:9]: [-70 -71 -75 -76 -73]
Recon[4:9]:    [-70 -71 -75 -76 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (LMS Hamilton Beats (5min)):
Original[4:9]: [-68 -69 -72 -74 -68]
Recon[4:9]:    [-68 -69 -72 -74 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (LMS Hamilton Beats (5min)):
Original[4:9]: [-64 -66 -65 -61 -65]
Recon[4:9]:    [-64 -66 -65 -61 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (LMS Hamilton Beats (5min)):
Original[4:9]: [-64 -63 -65 -66 -66]
Recon[4:9]:    [-64 -63 -65 -66 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (LMS Hamilton Beats (5min)):
Original[4:9]: [-73 -75 -75 -77 -76]
Recon[4:9]:    [-73 -75 -75 -77 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (LMS Hamilton Beats (5min)):
Original[4:9]: [-72 -74 -78 -77 -76]
Recon[4:9]:    [-72 -74 -78 -77 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (LMS Hamilton Beats (5min)):
Original[4:9]: [-60 -61 -65 -67 -65]
Recon[4:9]:    [-60 -61 -65 -67 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 53 (LMS Hamilton Beats (5min)):
Original[4:9]: [-64 -62 -63 -66 -68]
Recon[4:9]:    [-64 -62 -63 -66 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 54 (LMS Hamilton Beats (5min)):
Original[4:9]: [-66 -66 -67 -67 -69]
Recon[4:9]:    [-66 -66 -67 -67 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 55 (LMS Hamilton Beats (5min)):
Original[4:9]: [-66 -65 -65 -70 -70]
Recon[4:9]:    [-66 -65 -65 -70 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 56 (LMS Hamilton Beats (5min)):
Original[4:9]: [-65 -65 -68 -68 -67]
Recon[4:9]:    [-65 -65 -68 -68 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 57 (LMS Hamilton Beats (5min)):
Original[4:9]: [-71 -70 -71 -70 -73]
Recon[4:9]:    [-71 -70 -71 -70 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 58 (LMS Hamilton Beats (5min)):
Original[4:9]: [-70 -73 -73 -74 -74]
Recon[4:9]:    [-70 -73 -73 -74 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 59 (LMS Hamilton Beats (5min)):
Original[4:9]: [-64 -63 -62 -60 -58]
Recon[4:9]:    [-64 -63 -62 -60 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 60 (LMS Hamilton Beats (5min)):
Original[4:9]: [-58 -59 -60 -59 -57]
Recon[4:9]:    [-58 -59 -60 -59 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 61 (LMS Hamilton Beats (5min)):
Original[4:9]: [-66 -67 -66 -65 -62]
Recon[4:9]:    [-66 -67 -66 -65 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 62 (LMS Hamilton Beats (5min)):
Original[4:9]: [-72 -71 -74 -74 -76]
Recon[4:9]:    [-72 -71 -74 -74 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 63 (LMS Hamilton Beats (5min)):
Original[4:9]: [-64 -67 -67 -71 -68]
Recon[4:9]:    [-64 -67 -67 -71 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 64 (LMS Hamilton Beats (5min)):
Original[4:9]: [-75 -73 -73 -73 -74]
Recon[4:9]:    [-75 -73 -73 -73 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 65 (LMS Hamilton Beats (5min)):
Original[4:9]: [-76 -73 -71 -75 -76]
Recon[4:9]:    [-76 -73 -71 -75 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 66 (LMS Hamilton Beats (5min)):
Original[4:9]: [-67 -67 -66 -69 -68]
Recon[4:9]:    [-67 -67 -66 -69 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 67 (LMS Hamilton Beats (5min)):
Original[4:9]: [-49 -54 -53 -55 -55]
Recon[4:9]:    [-49 -54 -53 -55 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 68 (LMS Hamilton Beats (5min)):
Original[4:9]: [-52 -54 -56 -54 -52]
Recon[4:9]:    [-52 -54 -56 -54 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 69 (LMS Hamilton Beats (5min)):
Original[4:9]: [-54 -56 -56 -56 -56]
Recon[4:9]:    [-54 -56 -56 -56 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 70 (LMS Hamilton Beats (5min)):
Original[4:9]: [-51 -50 -49 -49 -47]
Recon[4:9]:    [-51 -50 -49 -49 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 71 (LMS Hamilton Beats (5min)):
Original[4:9]: [-43 -43 -42 -41 -43]
Recon[4:9]:    [-43 -43 -42 -41 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 72 (LMS Hamilton Beats (5min)):
Original[4:9]: [-41 -39 -38 -42 -46]
Recon[4:9]:    [-41 -39 -38 -42 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 73 (LMS Hamilton Beats (5min)):
Original[4:9]: [-46 -48 -45 -45 -46]
Recon[4:9]:    [-46 -48 -45 -45 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 74 (LMS Hamilton Beats (5min)):
Original[4:9]: [-44 -44 -44 -42 -42]
Recon[4:9]:    [-44 -44 -44 -42 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 75 (LMS Hamilton Beats (5min)):
Original[4:9]: [-38 -38 -39 -40 -41]
Recon[4:9]:    [-38 -38 -39 -40 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 76 (LMS Hamilton Beats (5min)):
Original[4:9]: [-47 -50 -54 -50 -48]
Recon[4:9]:    [-47 -50 -54 -50 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 77 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -60 -64 -63 -62]
Recon[4:9]:    [-59 -60 -64 -63 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 78 (LMS Hamilton Beats (5min)):
Original[4:9]: [-55 -52 -53 -54 -56]
Recon[4:9]:    [-55 -52 -53 -54 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 79 (LMS Hamilton Beats (5min)):
Original[4:9]: [-54 -57 -58 -54 -54]
Recon[4:9]:    [-54 -57 -58 -54 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 80 (LMS Hamilton Beats (5min)):
Original[4:9]: [-52 -55 -59 -59 -56]
Recon[4:9]:    [-52 -55 -59 -59 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 81 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -58 -56 -54 -55]
Recon[4:9]:    [-59 -58 -56 -54 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 82 (LMS Hamilton Beats (5min)):
Original[4:9]: [-48 -50 -48 -47 -46]
Recon[4:9]:    [-48 -50 -48 -47 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 83 (LMS Hamilton Beats (5min)):
Original[4:9]: [-50 -50 -49 -49 -49]
Recon[4:9]:    [-50 -50 -49 -49 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 84 (LMS Hamilton Beats (5min)):
Original[4:9]: [-55 -57 -61 -60 -60]
Recon[4:9]:    [-55 -57 -61 -60 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 85 (LMS Hamilton Beats (5min)):
Original[4:9]: [-67 -65 -67 -66 -64]
Recon[4:9]:    [-67 -65 -67 -66 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 86 (LMS Hamilton Beats (5min)):
Original[4:9]: [-63 -64 -67 -68 -67]
Recon[4:9]:    [-63 -64 -67 -68 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 87 (LMS Hamilton Beats (5min)):
Original[4:9]: [-63 -61 -61 -61 -63]
Recon[4:9]:    [-63 -61 -61 -61 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 88 (LMS Hamilton Beats (5min)):
Original[4:9]: [-64 -65 -69 -67 -67]
Recon[4:9]:    [-64 -65 -69 -67 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 89 (LMS Hamilton Beats (5min)):
Original[4:9]: [-58 -57 -55 -57 -57]
Recon[4:9]:    [-58 -57 -55 -57 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 90 (LMS Hamilton Beats (5min)):
Original[4:9]: [-53 -56 -59 -59 -56]
Recon[4:9]:    [-53 -56 -59 -59 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 91 (LMS Hamilton Beats (5min)):
Original[4:9]: [-69 -68 -65 -66 -68]
Recon[4:9]:    [-69 -68 -65 -66 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 92 (LMS Hamilton Beats (5min)):
Original[4:9]: [-68 -65 -67 -68 -71]
Recon[4:9]:    [-68 -65 -67 -68 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 93 (LMS Hamilton Beats (5min)):
Original[4:9]: [-62 -58 -62 -63 -63]
Recon[4:9]:    [-62 -58 -62 -63 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 94 (LMS Hamilton Beats (5min)):
Original[4:9]: [-58 -55 -54 -52 -56]
Recon[4:9]:    [-58 -55 -54 -52 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 95 (LMS Hamilton Beats (5min)):
Original[4:9]: [-58 -59 -59 -59 -55]
Recon[4:9]:    [-58 -59 -59 -59 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 96 (LMS Hamilton Beats (5min)):
Original[4:9]: [-67 -66 -69 -70 -70]
Recon[4:9]:    [-67 -66 -69 -70 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 97 (LMS Hamilton Beats (5min)):
Original[4:9]: [-73 -70 -73 -72 -73]
Recon[4:9]:    [-73 -70 -73 -72 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 98 (LMS Hamilton Beats (5min)):
Original[4:9]: [-69 -72 -72 -70 -70]
Recon[4:9]:    [-69 -72 -72 -70 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 99 (LMS Hamilton Beats (5min)):
Original[4:9]: [-71 -70 -72 -74 -77]
Recon[4:9]:    [-71 -70 -72 -74 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 100 (LMS Hamilton Beats (5min)):
Original[4:9]: [-71 -74 -76 -75 -73]
Recon[4:9]:    [-71 -74 -76 -75 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 101 (LMS Hamilton Beats (5min)):
Original[4:9]: [-64 -66 -64 -62 -62]
Recon[4:9]:    [-64 -66 -64 -62 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 102 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -53 -52 -54 -56]
Recon[4:9]:    [-56 -53 -52 -54 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 103 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -57 -54 -57 -58]
Recon[4:9]:    [-59 -57 -54 -57 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 104 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -55 -57 -57 -58]
Recon[4:9]:    [-56 -55 -57 -57 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 105 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -54 -54 -55 -58]
Recon[4:9]:    [-57 -54 -54 -55 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 106 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -54 -58 -60 -62]
Recon[4:9]:    [-56 -54 -58 -60 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 107 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -56 -58 -56 -55]
Recon[4:9]:    [-56 -56 -58 -56 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 108 (LMS Hamilton Beats (5min)):
Original[4:9]: [-50 -50 -52 -52 -53]
Recon[4:9]:    [-50 -50 -52 -52 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 109 (LMS Hamilton Beats (5min)):
Original[4:9]: [-58 -59 -63 -63 -59]
Recon[4:9]:    [-58 -59 -63 -63 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 110 (LMS Hamilton Beats (5min)):
Original[4:9]: [-65 -68 -69 -70 -68]
Recon[4:9]:    [-65 -68 -69 -70 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 111 (LMS Hamilton Beats (5min)):
Original[4:9]: [-66 -71 -71 -68 -66]
Recon[4:9]:    [-66 -71 -71 -68 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 112 (LMS Hamilton Beats (5min)):
Original[4:9]: [-65 -66 -64 -64 -62]
Recon[4:9]:    [-65 -66 -64 -64 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 113 (LMS Hamilton Beats (5min)):
Original[4:9]: [-69 -68 -70 -70 -69]
Recon[4:9]:    [-69 -68 -70 -70 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 114 (LMS Hamilton Beats (5min)):
Original[4:9]: [-71 -76 -76 -76 -74]
Recon[4:9]:    [-71 -76 -76 -76 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 115 (LMS Hamilton Beats (5min)):
Original[4:9]: [-60 -61 -63 -62 -61]
Recon[4:9]:    [-60 -61 -63 -62 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 116 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -60 -61 -59 -58]
Recon[4:9]:    [-59 -60 -61 -59 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 117 (LMS Hamilton Beats (5min)):
Original[4:9]: [-62 -65 -65 -67 -67]
Recon[4:9]:    [-62 -65 -65 -67 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 118 (LMS Hamilton Beats (5min)):
Original[4:9]: [-64 -66 -64 -62 -63]
Recon[4:9]:    [-64 -66 -64 -62 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 119 (LMS Hamilton Beats (5min)):
Original[4:9]: [-51 -53 -53 -53 -53]
Recon[4:9]:    [-51 -53 -53 -53 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 120 (LMS Hamilton Beats (5min)):
Original[4:9]: [-55 -54 -53 -55 -54]
Recon[4:9]:    [-55 -54 -53 -55 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 121 (LMS Hamilton Beats (5min)):
Original[4:9]: [-61 -60 -62 -59 -57]
Recon[4:9]:    [-61 -60 -62 -59 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 122 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -55 -53 -52 -55]
Recon[4:9]:    [-57 -55 -53 -52 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 123 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -54 -53 -51 -55]
Recon[4:9]:    [-57 -54 -53 -51 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 124 (LMS Hamilton Beats (5min)):
Original[4:9]: [-54 -54 -55 -55 -54]
Recon[4:9]:    [-54 -54 -55 -55 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 125 (LMS Hamilton Beats (5min)):
Original[4:9]: [-62 -64 -67 -67 -63]
Recon[4:9]:    [-62 -64 -67 -67 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 126 (LMS Hamilton Beats (5min)):
Original[4:9]: [-63 -61 -60 -60 -64]
Recon[4:9]:    [-63 -61 -60 -60 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 127 (LMS Hamilton Beats (5min)):
Original[4:9]: [-64 -62 -60 -59 -60]
Recon[4:9]:    [-64 -62 -60 -59 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 128 (LMS Hamilton Beats (5min)):
Original[4:9]: [-60 -59 -62 -64 -64]
Recon[4:9]:    [-60 -59 -62 -64 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 129 (LMS Hamilton Beats (5min)):
Original[4:9]: [-64 -65 -65 -66 -66]
Recon[4:9]:    [-64 -65 -65 -66 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 130 (LMS Hamilton Beats (5min)):
Original[4:9]: [-54 -55 -57 -57 -56]
Recon[4:9]:    [-54 -55 -57 -57 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 131 (LMS Hamilton Beats (5min)):
Original[4:9]: [-54 -50 -51 -53 -55]
Recon[4:9]:    [-54 -50 -51 -53 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 132 (LMS Hamilton Beats (5min)):
Original[4:9]: [-61 -63 -64 -64 -65]
Recon[4:9]:    [-61 -63 -64 -64 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 133 (LMS Hamilton Beats (5min)):
Original[4:9]: [-72 -71 -69 -68 -70]
Recon[4:9]:    [-72 -71 -69 -68 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 134 (LMS Hamilton Beats (5min)):
Original[4:9]: [-55 -54 -55 -57 -58]
Recon[4:9]:    [-55 -54 -55 -57 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 135 (LMS Hamilton Beats (5min)):
Original[4:9]: [-49 -48 -47 -46 -48]
Recon[4:9]:    [-49 -48 -47 -46 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 136 (LMS Hamilton Beats (5min)):
Original[4:9]: [-55 -56 -57 -57 -55]
Recon[4:9]:    [-55 -56 -57 -57 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 137 (LMS Hamilton Beats (5min)):
Original[4:9]: [-64 -67 -69 -70 -72]
Recon[4:9]:    [-64 -67 -69 -70 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 138 (LMS Hamilton Beats (5min)):
Original[4:9]: [-58 -62 -60 -59 -58]
Recon[4:9]:    [-58 -62 -60 -59 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 139 (LMS Hamilton Beats (5min)):
Original[4:9]: [-62 -62 -62 -63 -64]
Recon[4:9]:    [-62 -62 -62 -63 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 140 (LMS Hamilton Beats (5min)):
Original[4:9]: [-71 -71 -69 -69 -75]
Recon[4:9]:    [-71 -71 -69 -69 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 141 (LMS Hamilton Beats (5min)):
Original[4:9]: [-70 -72 -71 -70 -68]
Recon[4:9]:    [-70 -72 -71 -70 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 142 (LMS Hamilton Beats (5min)):
Original[4:9]: [-64 -63 -63 -65 -63]
Recon[4:9]:    [-64 -63 -63 -65 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 143 (LMS Hamilton Beats (5min)):
Original[4:9]: [-62 -66 -66 -65 -63]
Recon[4:9]:    [-62 -66 -66 -65 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 144 (LMS Hamilton Beats (5min)):
Original[4:9]: [-73 -74 -75 -77 -78]
Recon[4:9]:    [-73 -74 -75 -77 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 145 (LMS Hamilton Beats (5min)):
Original[4:9]: [-71 -75 -78 -78 -76]
Recon[4:9]:    [-71 -75 -78 -78 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 146 (LMS Hamilton Beats (5min)):
Original[4:9]: [-71 -70 -70 -69 -71]
Recon[4:9]:    [-71 -70 -70 -69 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 147 (LMS Hamilton Beats (5min)):
Original[4:9]: [-75 -75 -78 -79 -80]
Recon[4:9]:    [-75 -75 -78 -79 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 148 (LMS Hamilton Beats (5min)):
Original[4:9]: [-72 -71 -68 -68 -71]
Recon[4:9]:    [-72 -71 -68 -68 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 149 (LMS Hamilton Beats (5min)):
Original[4:9]: [-63 -65 -68 -64 -64]
Recon[4:9]:    [-63 -65 -68 -64 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 150 (LMS Hamilton Beats (5min)):
Original[4:9]: [-58 -60 -61 -63 -59]
Recon[4:9]:    [-58 -60 -61 -63 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 151 (LMS Hamilton Beats (5min)):
Original[4:9]: [-75 -76 -73 -71 -71]
Recon[4:9]:    [-75 -76 -73 -71 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 152 (LMS Hamilton Beats (5min)):
Original[4:9]: [-61 -64 -60 -61 -60]
Recon[4:9]:    [-61 -64 -60 -61 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 153 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -56 -60 -60 -61]
Recon[4:9]:    [-59 -56 -60 -60 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 154 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -56 -57 -57 -59]
Recon[4:9]:    [-57 -56 -57 -57 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 155 (LMS Hamilton Beats (5min)):
Original[4:9]: [-63 -65 -66 -66 -65]
Recon[4:9]:    [-63 -65 -66 -66 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 156 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -56 -57 -59 -61]
Recon[4:9]:    [-59 -56 -57 -59 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 157 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -58 -59 -63 -61]
Recon[4:9]:    [-59 -58 -59 -63 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 158 (LMS Hamilton Beats (5min)):
Original[4:9]: [-70 -71 -72 -73 -73]
Recon[4:9]:    [-70 -71 -72 -73 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 159 (LMS Hamilton Beats (5min)):
Original[4:9]: [-66 -67 -71 -71 -68]
Recon[4:9]:    [-66 -67 -71 -71 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 160 (LMS Hamilton Beats (5min)):
Original[4:9]: [-72 -71 -68 -68 -68]
Recon[4:9]:    [-72 -71 -68 -68 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 161 (LMS Hamilton Beats (5min)):
Original[4:9]: [-74 -73 -75 -78 -76]
Recon[4:9]:    [-74 -73 -75 -78 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 162 (LMS Hamilton Beats (5min)):
Original[4:9]: [-82 -82 -83 -84 -85]
Recon[4:9]:    [-82 -82 -83 -84 -85]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 163 (LMS Hamilton Beats (5min)):
Original[4:9]: [-68 -65 -66 -63 -62]
Recon[4:9]:    [-68 -65 -66 -63 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 164 (LMS Hamilton Beats (5min)):
Original[4:9]: [-64 -65 -67 -64 -60]
Recon[4:9]:    [-64 -65 -67 -64 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 165 (LMS Hamilton Beats (5min)):
Original[4:9]: [-75 -72 -73 -76 -77]
Recon[4:9]:    [-75 -72 -73 -76 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 166 (LMS Hamilton Beats (5min)):
Original[4:9]: [-76 -76 -79 -84 -83]
Recon[4:9]:    [-76 -76 -79 -84 -83]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 167 (LMS Hamilton Beats (5min)):
Original[4:9]: [-66 -63 -65 -67 -69]
Recon[4:9]:    [-66 -63 -65 -67 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 168 (LMS Hamilton Beats (5min)):
Original[4:9]: [-61 -62 -66 -66 -68]
Recon[4:9]:    [-61 -62 -66 -66 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 169 (LMS Hamilton Beats (5min)):
Original[4:9]: [-65 -67 -64 -64 -64]
Recon[4:9]:    [-65 -67 -64 -64 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 170 (LMS Hamilton Beats (5min)):
Original[4:9]: [-62 -60 -60 -61 -63]
Recon[4:9]:    [-62 -60 -60 -61 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 171 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -55 -52 -53 -52]
Recon[4:9]:    [-57 -55 -52 -53 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 172 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -63 -64 -62 -61]
Recon[4:9]:    [-59 -63 -64 -62 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 173 (LMS Hamilton Beats (5min)):
Original[4:9]: [-74 -73 -72 -73 -74]
Recon[4:9]:    [-74 -73 -72 -73 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 174 (LMS Hamilton Beats (5min)):
Original[4:9]: [-67 -68 -72 -72 -71]
Recon[4:9]:    [-67 -68 -72 -72 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 175 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -58 -60 -60 -60]
Recon[4:9]:    [-57 -58 -60 -60 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 176 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -61 -62 -59 -57]
Recon[4:9]:    [-59 -61 -62 -59 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 177 (LMS Hamilton Beats (5min)):
Original[4:9]: [-72 -72 -73 -75 -78]
Recon[4:9]:    [-72 -72 -73 -75 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 178 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -60 -61 -59 -59]
Recon[4:9]:    [-57 -60 -61 -59 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 179 (LMS Hamilton Beats (5min)):
Original[4:9]: [-52 -53 -50 -49 -50]
Recon[4:9]:    [-52 -53 -50 -49 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 180 (LMS Hamilton Beats (5min)):
Original[4:9]: [-54 -56 -55 -53 -52]
Recon[4:9]:    [-54 -56 -55 -53 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 181 (LMS Hamilton Beats (5min)):
Original[4:9]: [-66 -63 -63 -66 -65]
Recon[4:9]:    [-66 -63 -63 -66 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 182 (LMS Hamilton Beats (5min)):
Original[4:9]: [-51 -49 -52 -56 -53]
Recon[4:9]:    [-51 -49 -52 -56 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 183 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -56 -55 -52 -56]
Recon[4:9]:    [-57 -56 -55 -52 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 184 (LMS Hamilton Beats (5min)):
Original[4:9]: [-61 -59 -60 -63 -63]
Recon[4:9]:    [-61 -59 -60 -63 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 185 (LMS Hamilton Beats (5min)):
Original[4:9]: [-70 -69 -71 -68 -66]
Recon[4:9]:    [-70 -69 -71 -68 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 186 (LMS Hamilton Beats (5min)):
Original[4:9]: [-50 -52 -52 -50 -48]
Recon[4:9]:    [-50 -52 -52 -50 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 187 (LMS Hamilton Beats (5min)):
Original[4:9]: [-50 -52 -54 -54 -55]
Recon[4:9]:    [-50 -52 -54 -54 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 188 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -58 -58 -61 -61]
Recon[4:9]:    [-57 -58 -58 -61 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 189 (LMS Hamilton Beats (5min)):
Original[4:9]: [-62 -64 -62 -60 -60]
Recon[4:9]:    [-62 -64 -62 -60 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 190 (LMS Hamilton Beats (5min)):
Original[4:9]: [-41 -42 -42 -43 -45]
Recon[4:9]:    [-41 -42 -42 -43 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 191 (LMS Hamilton Beats (5min)):
Original[4:9]: [-47 -44 -44 -46 -48]
Recon[4:9]:    [-47 -44 -44 -46 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 192 (LMS Hamilton Beats (5min)):
Original[4:9]: [-65 -62 -63 -64 -65]
Recon[4:9]:    [-65 -62 -63 -64 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 193 (LMS Hamilton Beats (5min)):
Original[4:9]: [-64 -66 -68 -65 -64]
Recon[4:9]:    [-64 -66 -68 -65 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 194 (LMS Hamilton Beats (5min)):
Original[4:9]: [-49 -44 -45 -45 -49]
Recon[4:9]:    [-49 -44 -45 -45 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 195 (LMS Hamilton Beats (5min)):
Original[4:9]: [-48 -51 -50 -52 -53]
Recon[4:9]:    [-48 -51 -50 -52 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 196 (LMS Hamilton Beats (5min)):
Original[4:9]: [-55 -58 -61 -61 -58]
Recon[4:9]:    [-55 -58 -61 -61 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 197 (LMS Hamilton Beats (5min)):
Original[4:9]: [-61 -57 -59 -61 -61]
Recon[4:9]:    [-61 -57 -59 -61 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 198 (LMS Hamilton Beats (5min)):
Original[4:9]: [-55 -59 -56 -58 -55]
Recon[4:9]:    [-55 -59 -56 -58 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 199 (LMS Hamilton Beats (5min)):
Original[4:9]: [-64 -62 -61 -60 -63]
Recon[4:9]:    [-64 -62 -61 -60 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 200 (LMS Hamilton Beats (5min)):
Original[4:9]: [-70 -68 -67 -67 -70]
Recon[4:9]:    [-70 -68 -67 -67 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 201 (LMS Hamilton Beats (5min)):
Original[4:9]: [-54 -54 -54 -56 -58]
Recon[4:9]:    [-54 -54 -54 -56 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 202 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -54 -53 -52 -51]
Recon[4:9]:    [-56 -54 -53 -52 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 203 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -58 -58 -59 -55]
Recon[4:9]:    [-56 -58 -58 -59 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 204 (LMS Hamilton Beats (5min)):
Original[4:9]: [-64 -63 -61 -57 -58]
Recon[4:9]:    [-64 -63 -61 -57 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 205 (LMS Hamilton Beats (5min)):
Original[4:9]: [-49 -48 -44 -47 -47]
Recon[4:9]:    [-49 -48 -44 -47 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 206 (LMS Hamilton Beats (5min)):
Original[4:9]: [-52 -48 -50 -52 -54]
Recon[4:9]:    [-52 -48 -50 -52 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 207 (LMS Hamilton Beats (5min)):
Original[4:9]: [-66 -66 -65 -63 -64]
Recon[4:9]:    [-66 -66 -65 -63 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 208 (LMS Hamilton Beats (5min)):
Original[4:9]: [-70 -72 -73 -75 -75]
Recon[4:9]:    [-70 -72 -73 -75 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 209 (LMS Hamilton Beats (5min)):
Original[4:9]: [-60 -60 -64 -60 -58]
Recon[4:9]:    [-60 -60 -64 -60 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 210 (LMS Hamilton Beats (5min)):
Original[4:9]: [-54 -54 -53 -52 -55]
Recon[4:9]:    [-54 -54 -53 -52 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 211 (LMS Hamilton Beats (5min)):
Original[4:9]: [-64 -66 -67 -66 -65]
Recon[4:9]:    [-64 -66 -67 -66 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 212 (LMS Hamilton Beats (5min)):
Original[4:9]: [-69 -71 -74 -74 -74]
Recon[4:9]:    [-69 -71 -74 -74 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 213 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -57 -57 -60 -60]
Recon[4:9]:    [-57 -57 -57 -60 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 214 (LMS Hamilton Beats (5min)):
Original[4:9]: [-52 -52 -54 -56 -51]
Recon[4:9]:    [-52 -52 -54 -56 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 215 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -57 -57 -55 -58]
Recon[4:9]:    [-59 -57 -57 -55 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 216 (LMS Hamilton Beats (5min)):
Original[4:9]: [-53 -56 -57 -58 -57]
Recon[4:9]:    [-53 -56 -57 -58 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 217 (LMS Hamilton Beats (5min)):
Original[4:9]: [-47 -47 -47 -47 -48]
Recon[4:9]:    [-47 -47 -47 -47 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 218 (LMS Hamilton Beats (5min)):
Original[4:9]: [-50 -48 -49 -49 -49]
Recon[4:9]:    [-50 -48 -49 -49 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 219 (LMS Hamilton Beats (5min)):
Original[4:9]: [-62 -60 -62 -64 -68]
Recon[4:9]:    [-62 -60 -62 -64 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 220 (LMS Hamilton Beats (5min)):
Original[4:9]: [-62 -60 -59 -57 -58]
Recon[4:9]:    [-62 -60 -59 -57 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 221 (LMS Hamilton Beats (5min)):
Original[4:9]: [-63 -64 -62 -65 -65]
Recon[4:9]:    [-63 -64 -62 -65 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 222 (LMS Hamilton Beats (5min)):
Original[4:9]: [-69 -71 -74 -74 -72]
Recon[4:9]:    [-69 -71 -74 -74 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 223 (LMS Hamilton Beats (5min)):
Original[4:9]: [-66 -66 -70 -70 -68]
Recon[4:9]:    [-66 -66 -70 -70 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 224 (LMS Hamilton Beats (5min)):
Original[4:9]: [-54 -53 -51 -50 -53]
Recon[4:9]:    [-54 -53 -51 -50 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 225 (LMS Hamilton Beats (5min)):
Original[4:9]: [-53 -51 -50 -53 -52]
Recon[4:9]:    [-53 -51 -50 -53 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 226 (LMS Hamilton Beats (5min)):
Original[4:9]: [-67 -65 -65 -67 -67]
Recon[4:9]:    [-67 -65 -65 -67 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 227 (LMS Hamilton Beats (5min)):
Original[4:9]: [-66 -65 -69 -67 -68]
Recon[4:9]:    [-66 -65 -69 -67 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 228 (LMS Hamilton Beats (5min)):
Original[4:9]: [-60 -61 -63 -61 -59]
Recon[4:9]:    [-60 -61 -63 -61 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 229 (LMS Hamilton Beats (5min)):
Original[4:9]: [-60 -60 -62 -63 -63]
Recon[4:9]:    [-60 -60 -62 -63 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 230 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -57 -50 -48 -53]
Recon[4:9]:    [-56 -57 -50 -48 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 231 (LMS Hamilton Beats (5min)):
Original[4:9]: [-69 -71 -70 -69 -68]
Recon[4:9]:    [-69 -71 -70 -69 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 232 (LMS Hamilton Beats (5min)):
Original[4:9]: [-52 -51 -53 -55 -58]
Recon[4:9]:    [-52 -51 -53 -55 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 233 (LMS Hamilton Beats (5min)):
Original[4:9]: [-66 -66 -66 -65 -67]
Recon[4:9]:    [-66 -66 -66 -65 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 234 (LMS Hamilton Beats (5min)):
Original[4:9]: [-76 -78 -79 -80 -75]
Recon[4:9]:    [-76 -78 -79 -80 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 235 (LMS Hamilton Beats (5min)):
Original[4:9]: [-68 -70 -72 -74 -72]
Recon[4:9]:    [-68 -70 -72 -74 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 236 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -58 -60 -63 -61]
Recon[4:9]:    [-57 -58 -60 -63 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 237 (LMS Hamilton Beats (5min)):
Original[4:9]: [-53 -51 -50 -51 -54]
Recon[4:9]:    [-53 -51 -50 -51 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 238 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -59 -58 -59 -59]
Recon[4:9]:    [-57 -59 -58 -59 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 239 (LMS Hamilton Beats (5min)):
Original[4:9]: [-47 -48 -47 -49 -51]
Recon[4:9]:    [-47 -48 -47 -49 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 240 (LMS Hamilton Beats (5min)):
Original[4:9]: [-55 -57 -57 -56 -55]
Recon[4:9]:    [-55 -57 -57 -56 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 241 (LMS Hamilton Beats (5min)):
Original[4:9]: [-63 -65 -62 -65 -65]
Recon[4:9]:    [-63 -65 -62 -65 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 242 (LMS Hamilton Beats (5min)):
Original[4:9]: [-65 -66 -64 -62 -62]
Recon[4:9]:    [-65 -66 -64 -62 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 243 (LMS Hamilton Beats (5min)):
Original[4:9]: [-54 -52 -55 -57 -58]
Recon[4:9]:    [-54 -52 -55 -57 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 244 (LMS Hamilton Beats (5min)):
Original[4:9]: [-52 -52 -50 -51 -50]
Recon[4:9]:    [-52 -52 -50 -51 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 245 (LMS Hamilton Beats (5min)):
Original[4:9]: [-62 -65 -66 -64 -65]
Recon[4:9]:    [-62 -65 -66 -64 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 246 (LMS Hamilton Beats (5min)):
Original[4:9]: [-64 -67 -67 -65 -65]
Recon[4:9]:    [-64 -67 -67 -65 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 247 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -58 -60 -59 -62]
Recon[4:9]:    [-59 -58 -60 -59 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 248 (LMS Hamilton Beats (5min)):
Original[4:9]: [-63 -62 -61 -58 -61]
Recon[4:9]:    [-63 -62 -61 -58 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 249 (LMS Hamilton Beats (5min)):
Original[4:9]: [-61 -61 -62 -65 -65]
Recon[4:9]:    [-61 -61 -62 -65 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 250 (LMS Hamilton Beats (5min)):
Original[4:9]: [-54 -56 -58 -60 -57]
Recon[4:9]:    [-54 -56 -58 -60 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 251 (LMS Hamilton Beats (5min)):
Original[4:9]: [-48 -47 -47 -46 -47]
Recon[4:9]:    [-48 -47 -47 -46 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 252 (LMS Hamilton Beats (5min)):
Original[4:9]: [-54 -57 -59 -58 -57]
Recon[4:9]:    [-54 -57 -59 -58 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 253 (LMS Hamilton Beats (5min)):
Original[4:9]: [-76 -76 -74 -75 -75]
Recon[4:9]:    [-76 -76 -74 -75 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 254 (LMS Hamilton Beats (5min)):
Original[4:9]: [-66 -65 -62 -62 -63]
Recon[4:9]:    [-66 -65 -62 -62 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 255 (LMS Hamilton Beats (5min)):
Original[4:9]: [-52 -53 -54 -56 -57]
Recon[4:9]:    [-52 -53 -54 -56 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 256 (LMS Hamilton Beats (5min)):
Original[4:9]: [-61 -61 -59 -59 -61]
Recon[4:9]:    [-61 -61 -59 -59 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 257 (LMS Hamilton Beats (5min)):
Original[4:9]: [-69 -73 -73 -72 -71]
Recon[4:9]:    [-69 -73 -73 -72 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 258 (LMS Hamilton Beats (5min)):
Original[4:9]: [-61 -62 -62 -64 -61]
Recon[4:9]:    [-61 -62 -62 -64 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 259 (LMS Hamilton Beats (5min)):
Original[4:9]: [-69 -71 -72 -70 -69]
Recon[4:9]:    [-69 -71 -72 -70 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 260 (LMS Hamilton Beats (5min)):
Original[4:9]: [-67 -68 -70 -71 -69]
Recon[4:9]:    [-67 -68 -70 -71 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 261 (LMS Hamilton Beats (5min)):
Original[4:9]: [-78 -78 -81 -80 -80]
Recon[4:9]:    [-78 -78 -81 -80 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 262 (LMS Hamilton Beats (5min)):
Original[4:9]: [-60 -61 -61 -59 -59]
Recon[4:9]:    [-60 -61 -61 -59 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 263 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -54 -52 -53 -56]
Recon[4:9]:    [-56 -54 -52 -53 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 264 (LMS Hamilton Beats (5min)):
Original[4:9]: [-66 -65 -65 -66 -68]
Recon[4:9]:    [-66 -65 -65 -66 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 265 (LMS Hamilton Beats (5min)):
Original[4:9]: [-67 -68 -74 -73 -70]
Recon[4:9]:    [-67 -68 -74 -73 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 266 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -58 -54 -56 -58]
Recon[4:9]:    [-59 -58 -54 -56 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 267 (LMS Hamilton Beats (5min)):
Original[4:9]: [-61 -59 -60 -60 -65]
Recon[4:9]:    [-61 -59 -60 -60 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 268 (LMS Hamilton Beats (5min)):
Original[4:9]: [-75 -75 -72 -74 -75]
Recon[4:9]:    [-75 -75 -72 -74 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 269 (LMS Hamilton Beats (5min)):
Original[4:9]: [-71 -70 -69 -69 -71]
Recon[4:9]:    [-71 -70 -69 -69 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 270 (LMS Hamilton Beats (5min)):
Original[4:9]: [-63 -63 -62 -60 -60]
Recon[4:9]:    [-63 -63 -62 -60 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 271 (LMS Hamilton Beats (5min)):
Original[4:9]: [-60 -61 -63 -65 -63]
Recon[4:9]:    [-60 -61 -63 -65 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 272 (LMS Hamilton Beats (5min)):
Original[4:9]: [-78 -77 -78 -84 -83]
Recon[4:9]:    [-78 -77 -78 -84 -83]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 273 (LMS Hamilton Beats (5min)):
Original[4:9]: [-72 -74 -75 -74 -75]
Recon[4:9]:    [-72 -74 -75 -74 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 274 (LMS Hamilton Beats (5min)):
Original[4:9]: [-79 -79 -77 -76 -78]
Recon[4:9]:    [-79 -79 -77 -76 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 275 (LMS Hamilton Beats (5min)):
Original[4:9]: [-78 -80 -85 -83 -80]
Recon[4:9]:    [-78 -80 -85 -83 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 276 (LMS Hamilton Beats (5min)):
Original[4:9]: [-89 -92 -93 -91 -90]
Recon[4:9]:    [-89 -92 -93 -91 -90]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 277 (LMS Hamilton Beats (5min)):
Original[4:9]: [-78 -78 -74 -75 -73]
Recon[4:9]:    [-78 -78 -74 -75 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 278 (LMS Hamilton Beats (5min)):
Original[4:9]: [-68 -66 -61 -64 -66]
Recon[4:9]:    [-68 -66 -61 -64 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 279 (LMS Hamilton Beats (5min)):
Original[4:9]: [-73 -75 -77 -75 -76]
Recon[4:9]:    [-73 -75 -77 -75 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 280 (LMS Hamilton Beats (5min)):
Original[4:9]: [-90 -86 -86 -85 -86]
Recon[4:9]:    [-90 -86 -86 -85 -86]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 281 (LMS Hamilton Beats (5min)):
Original[4:9]: [-75 -76 -75 -79 -80]
Recon[4:9]:    [-75 -76 -75 -79 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 282 (LMS Hamilton Beats (5min)):
Original[4:9]: [-65 -66 -69 -69 -67]
Recon[4:9]:    [-65 -66 -69 -69 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 283 (LMS Hamilton Beats (5min)):
Original[4:9]: [-79 -80 -78 -77 -75]
Recon[4:9]:    [-79 -80 -78 -77 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 284 (LMS Hamilton Beats (5min)):
Original[4:9]: [-71 -71 -72 -72 -74]
Recon[4:9]:    [-71 -71 -72 -72 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 285 (LMS Hamilton Beats (5min)):
Original[4:9]: [-58 -61 -64 -64 -61]
Recon[4:9]:    [-58 -61 -64 -64 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 286 (LMS Hamilton Beats (5min)):
Original[4:9]: [-62 -61 -63 -64 -65]
Recon[4:9]:    [-62 -61 -63 -64 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 287 (LMS Hamilton Beats (5min)):
Original[4:9]: [-74 -75 -76 -79 -77]
Recon[4:9]:    [-74 -75 -76 -79 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 288 (LMS Hamilton Beats (5min)):
Original[4:9]: [-69 -69 -70 -71 -73]
Recon[4:9]:    [-69 -69 -70 -71 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 289 (LMS Hamilton Beats (5min)):
Original[4:9]: [-65 -64 -63 -64 -65]
Recon[4:9]:    [-65 -64 -63 -64 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 290 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -57 -56 -56 -57]
Recon[4:9]:    [-56 -57 -56 -56 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 291 (LMS Hamilton Beats (5min)):
Original[4:9]: [-65 -67 -70 -69 -66]
Recon[4:9]:    [-65 -67 -70 -69 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 292 (LMS Hamilton Beats (5min)):
Original[4:9]: [-61 -61 -60 -59 -60]
Recon[4:9]:    [-61 -61 -60 -59 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 293 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -59 -60 -62 -62]
Recon[4:9]:    [-59 -59 -60 -62 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 294 (LMS Hamilton Beats (5min)):
Original[4:9]: [-76 -77 -76 -73 -76]
Recon[4:9]:    [-76 -77 -76 -73 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 295 (LMS Hamilton Beats (5min)):
Original[4:9]: [-70 -67 -67 -69 -71]
Recon[4:9]:    [-70 -67 -67 -69 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 296 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -57 -60 -62 -64]
Recon[4:9]:    [-57 -57 -60 -62 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 297 (LMS Hamilton Beats (5min)):
Original[4:9]: [-54 -54 -53 -55 -52]
Recon[4:9]:    [-54 -54 -53 -55 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 298 (LMS Hamilton Beats (5min)):
Original[4:9]: [-66 -67 -65 -63 -64]
Recon[4:9]:    [-66 -67 -65 -63 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 299 (LMS Hamilton Beats (5min)):
Original[4:9]: [-53 -53 -55 -53 -52]
Recon[4:9]:    [-53 -53 -55 -53 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 300 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -57 -59 -62 -60]
Recon[4:9]:    [-56 -57 -59 -62 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 301 (LMS Hamilton Beats (5min)):
Original[4:9]: [-69 -67 -69 -72 -74]
Recon[4:9]:    [-69 -67 -69 -72 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 302 (LMS Hamilton Beats (5min)):
Original[4:9]: [-73 -71 -71 -71 -72]
Recon[4:9]:    [-73 -71 -71 -71 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 303 (LMS Hamilton Beats (5min)):
Original[4:9]: [-60 -61 -64 -63 -61]
Recon[4:9]:    [-60 -61 -64 -63 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 304 (LMS Hamilton Beats (5min)):
Original[4:9]: [-68 -71 -70 -68 -69]
Recon[4:9]:    [-68 -71 -70 -68 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 305 (LMS Hamilton Beats (5min)):
Original[4:9]: [-70 -71 -69 -68 -68]
Recon[4:9]:    [-70 -71 -69 -68 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 306 (LMS Hamilton Beats (5min)):
Original[4:9]: [-52 -54 -54 -58 -60]
Recon[4:9]:    [-52 -54 -54 -58 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 307 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -54 -53 -57 -58]
Recon[4:9]:    [-57 -54 -53 -57 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 308 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -59 -61 -61 -60]
Recon[4:9]:    [-59 -59 -61 -61 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 309 (LMS Hamilton Beats (5min)):
Original[4:9]: [-49 -50 -50 -52 -48]
Recon[4:9]:    [-49 -50 -50 -52 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 310 (LMS Hamilton Beats (5min)):
Original[4:9]: [-42 -41 -43 -44 -45]
Recon[4:9]:    [-42 -41 -43 -44 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 311 (LMS Hamilton Beats (5min)):
Original[4:9]: [-46 -49 -48 -49 -48]
Recon[4:9]:    [-46 -49 -48 -49 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 312 (LMS Hamilton Beats (5min)):
Original[4:9]: [-60 -58 -60 -58 -60]
Recon[4:9]:    [-60 -58 -60 -58 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 313 (LMS Hamilton Beats (5min)):
Original[4:9]: [-46 -49 -50 -50 -50]
Recon[4:9]:    [-46 -49 -50 -50 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 314 (LMS Hamilton Beats (5min)):
Original[4:9]: [-51 -48 -47 -47 -49]
Recon[4:9]:    [-51 -48 -47 -47 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 315 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -59 -60 -60 -58]
Recon[4:9]:    [-59 -59 -60 -60 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 316 (LMS Hamilton Beats (5min)):
Original[4:9]: [-53 -56 -56 -53 -54]
Recon[4:9]:    [-53 -56 -56 -53 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 317 (LMS Hamilton Beats (5min)):
Original[4:9]: [-39 -40 -38 -38 -36]
Recon[4:9]:    [-39 -40 -38 -38 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 318 (LMS Hamilton Beats (5min)):
Original[4:9]: [-35 -38 -41 -40 -39]
Recon[4:9]:    [-35 -38 -41 -40 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 319 (LMS Hamilton Beats (5min)):
Original[4:9]: [-55 -51 -50 -51 -55]
Recon[4:9]:    [-55 -51 -50 -51 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 320 (LMS Hamilton Beats (5min)):
Original[4:9]: [-54 -51 -51 -54 -55]
Recon[4:9]:    [-54 -51 -51 -54 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 321 (LMS Hamilton Beats (5min)):
Original[4:9]: [-43 -43 -46 -48 -49]
Recon[4:9]:    [-43 -43 -46 -48 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 322 (LMS Hamilton Beats (5min)):
Original[4:9]: [-45 -47 -47 -48 -49]
Recon[4:9]:    [-45 -47 -47 -48 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 323 (LMS Hamilton Beats (5min)):
Original[4:9]: [-55 -56 -55 -50 -53]
Recon[4:9]:    [-55 -56 -55 -50 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 324 (LMS Hamilton Beats (5min)):
Original[4:9]: [-40 -41 -44 -44 -42]
Recon[4:9]:    [-40 -41 -44 -44 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 325 (LMS Hamilton Beats (5min)):
Original[4:9]: [-30 -30 -32 -32 -30]
Recon[4:9]:    [-30 -30 -32 -32 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 326 (LMS Hamilton Beats (5min)):
Original[4:9]: [-37 -39 -41 -40 -42]
Recon[4:9]:    [-37 -39 -41 -40 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 327 (LMS Hamilton Beats (5min)):
Original[4:9]: [-66 -68 -67 -70 -70]
Recon[4:9]:    [-66 -68 -67 -70 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 328 (LMS Hamilton Beats (5min)):
Original[4:9]: [-65 -64 -64 -62 -63]
Recon[4:9]:    [-65 -64 -64 -62 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 329 (LMS Hamilton Beats (5min)):
Original[4:9]: [-54 -57 -57 -58 -61]
Recon[4:9]:    [-54 -57 -57 -58 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 330 (LMS Hamilton Beats (5min)):
Original[4:9]: [-48 -51 -51 -52 -51]
Recon[4:9]:    [-48 -51 -51 -52 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 331 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -58 -56 -54 -56]
Recon[4:9]:    [-56 -58 -56 -54 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 332 (LMS Hamilton Beats (5min)):
Original[4:9]: [-46 -47 -46 -45 -45]
Recon[4:9]:    [-46 -47 -46 -45 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 333 (LMS Hamilton Beats (5min)):
Original[4:9]: [-45 -47 -47 -44 -44]
Recon[4:9]:    [-45 -47 -47 -44 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 334 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -54 -53 -52 -53]
Recon[4:9]:    [-56 -54 -53 -52 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 335 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -61 -63 -60 -59]
Recon[4:9]:    [-59 -61 -63 -60 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 336 (LMS Hamilton Beats (5min)):
Original[4:9]: [-50 -52 -54 -53 -51]
Recon[4:9]:    [-50 -52 -54 -53 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 337 (LMS Hamilton Beats (5min)):
Original[4:9]: [-49 -48 -46 -50 -52]
Recon[4:9]:    [-49 -48 -46 -50 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 338 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -58 -58 -59 -59]
Recon[4:9]:    [-56 -58 -58 -59 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 339 (LMS Hamilton Beats (5min)):
Original[4:9]: [-62 -62 -65 -64 -63]
Recon[4:9]:    [-62 -62 -65 -64 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 340 (LMS Hamilton Beats (5min)):
Original[4:9]: [-51 -53 -55 -57 -56]
Recon[4:9]:    [-51 -53 -55 -57 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 341 (LMS Hamilton Beats (5min)):
Original[4:9]: [-53 -53 -52 -52 -53]
Recon[4:9]:    [-53 -53 -52 -52 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 342 (LMS Hamilton Beats (5min)):
Original[4:9]: [-72 -72 -69 -66 -65]
Recon[4:9]:    [-72 -72 -69 -66 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 343 (LMS Hamilton Beats (5min)):
Original[4:9]: [-79 -82 -78 -78 -78]
Recon[4:9]:    [-79 -82 -78 -78 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 344 (LMS Hamilton Beats (5min)):
Original[4:9]: [-58 -57 -55 -56 -60]
Recon[4:9]:    [-58 -57 -55 -56 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 345 (LMS Hamilton Beats (5min)):
Original[4:9]: [-49 -49 -46 -49 -54]
Recon[4:9]:    [-49 -49 -46 -49 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 346 (LMS Hamilton Beats (5min)):
Original[4:9]: [-58 -56 -54 -57 -59]
Recon[4:9]:    [-58 -56 -54 -57 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 347 (LMS Hamilton Beats (5min)):
Original[4:9]: [-64 -63 -62 -61 -63]
Recon[4:9]:    [-64 -63 -62 -61 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 348 (LMS Hamilton Beats (5min)):
Original[4:9]: [-60 -61 -63 -65 -65]
Recon[4:9]:    [-60 -61 -63 -65 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 349 (LMS Hamilton Beats (5min)):
Original[4:9]: [-67 -67 -68 -67 -69]
Recon[4:9]:    [-67 -67 -68 -67 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 350 (LMS Hamilton Beats (5min)):
Original[4:9]: [-79 -77 -77 -77 -80]
Recon[4:9]:    [-79 -77 -77 -77 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 351 (LMS Hamilton Beats (5min)):
Original[4:9]: [-60 -60 -63 -62 -61]
Recon[4:9]:    [-60 -60 -63 -62 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 352 (LMS Hamilton Beats (5min)):
Original[4:9]: [-53 -54 -56 -57 -57]
Recon[4:9]:    [-53 -54 -56 -57 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 353 (LMS Hamilton Beats (5min)):
Original[4:9]: [-61 -60 -61 -61 -63]
Recon[4:9]:    [-61 -60 -61 -61 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 354 (LMS Hamilton Beats (5min)):
Original[4:9]: [-60 -59 -63 -64 -62]
Recon[4:9]:    [-60 -59 -63 -64 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 355 (LMS Hamilton Beats (5min)):
Original[4:9]: [-60 -62 -63 -63 -61]
Recon[4:9]:    [-60 -62 -63 -63 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 356 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -57 -58 -59 -63]
Recon[4:9]:    [-59 -57 -58 -59 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 357 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -61 -62 -63 -60]
Recon[4:9]:    [-56 -61 -62 -63 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 358 (LMS Hamilton Beats (5min)):
Original[4:9]: [-47 -46 -46 -44 -43]
Recon[4:9]:    [-47 -46 -46 -44 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 359 (LMS Hamilton Beats (5min)):
Original[4:9]: [-44 -44 -45 -49 -49]
Recon[4:9]:    [-44 -44 -45 -49 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 360 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -62 -60 -58 -59]
Recon[4:9]:    [-59 -62 -60 -58 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 361 (LMS Hamilton Beats (5min)):
Original[4:9]: [-68 -71 -71 -72 -69]
Recon[4:9]:    [-68 -71 -71 -72 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 362 (LMS Hamilton Beats (5min)):
Original[4:9]: [-63 -63 -65 -68 -64]
Recon[4:9]:    [-63 -63 -65 -68 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 363 (LMS Hamilton Beats (5min)):
Original[4:9]: [-61 -64 -63 -62 -61]
Recon[4:9]:    [-61 -64 -63 -62 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 364 (LMS Hamilton Beats (5min)):
Original[4:9]: [-61 -61 -61 -62 -60]
Recon[4:9]:    [-61 -61 -61 -62 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 365 (LMS Hamilton Beats (5min)):
Original[4:9]: [-51 -52 -51 -50 -50]
Recon[4:9]:    [-51 -52 -51 -50 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 366 (LMS Hamilton Beats (5min)):
Original[4:9]: [-40 -41 -43 -42 -40]
Recon[4:9]:    [-40 -41 -43 -42 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 367 (LMS Hamilton Beats (5min)):
Original[4:9]: [-55 -52 -49 -51 -52]
Recon[4:9]:    [-55 -52 -49 -51 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 368 (LMS Hamilton Beats (5min)):
Original[4:9]: [-68 -70 -71 -73 -70]
Recon[4:9]:    [-68 -70 -71 -73 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 369 (LMS Hamilton Beats (5min)):
Original[4:9]: [-65 -62 -62 -62 -65]
Recon[4:9]:    [-65 -62 -62 -62 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 370 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -55 -59 -60 -58]
Recon[4:9]:    [-56 -55 -59 -60 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- LMS Hamilton Beats (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added LMS results for Hamilton Beats: CR Rice=1.623, CR Huff=1.800, mean L2=29.61789
Best params for NLMS Hamilton Beats (10s): {'order': 4, 'mu': 0.01} (avg l2-norm=0.00000)

DEBUG Segment 0 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-29 -29 -29 -29 -24]
Recon[4:9]:    [-29 -29 -29 -29 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-58 -55 -54 -52 -56]
Recon[4:9]:    [-58 -55 -54 -52 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-62 -64 -63 -60 -63]
Recon[4:9]:    [-62 -64 -63 -60 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-70 -70 -68 -67 -66]
Recon[4:9]:    [-70 -70 -68 -67 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-60 -62 -66 -68 -66]
Recon[4:9]:    [-60 -62 -66 -68 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-65 -67 -65 -63 -64]
Recon[4:9]:    [-65 -67 -65 -63 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-61 -62 -59 -60 -61]
Recon[4:9]:    [-61 -62 -59 -60 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -56 -54 -56 -56]
Recon[4:9]:    [-59 -56 -54 -56 -56]
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DEBUG Segment 8 (NLMS Hamilton Beats (5min)):
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DEBUG Segment 9 (NLMS Hamilton Beats (5min)):
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DEBUG Segment 10 (NLMS Hamilton Beats (5min)):
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DEBUG Segment 11 (NLMS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 12 (NLMS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 13 (NLMS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 14 (NLMS Hamilton Beats (5min)):
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DEBUG Segment 15 (NLMS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 16 (NLMS Hamilton Beats (5min)):
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DEBUG Segment 17 (NLMS Hamilton Beats (5min)):
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DEBUG Segment 18 (NLMS Hamilton Beats (5min)):
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DEBUG Segment 19 (NLMS Hamilton Beats (5min)):
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DEBUG Segment 20 (NLMS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 21 (NLMS Hamilton Beats (5min)):
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DEBUG Segment 22 (NLMS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 23 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-57 -59 -60 -63 -62]
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L2 calculation: 0.0

DEBUG Segment 24 (NLMS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 25 (NLMS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 26 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-60 -56 -56 -54 -56]
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L2 calculation: 0.0

DEBUG Segment 27 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-64 -64 -65 -64 -64]
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L2 calculation: 0.0

DEBUG Segment 28 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-67 -72 -70 -69 -71]
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L2 calculation: 0.0

DEBUG Segment 29 (NLMS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 30 (NLMS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 31 (NLMS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 32 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-80 -82 -82 -82 -80]
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L2 calculation: 0.0

DEBUG Segment 33 (NLMS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 34 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-70 -68 -67 -69 -72]
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L2 calculation: 0.0

DEBUG Segment 35 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-75 -76 -77 -73 -73]
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L2 calculation: 0.0

DEBUG Segment 36 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-69 -66 -69 -70 -71]
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L2 calculation: 0.0

DEBUG Segment 37 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-68 -69 -68 -71 -72]
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L2 calculation: 0.0

DEBUG Segment 38 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-71 -68 -69 -72 -77]
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L2 calculation: 0.0

DEBUG Segment 39 (NLMS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 40 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-69 -66 -65 -68 -67]
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L2 calculation: 0.0

DEBUG Segment 41 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-72 -69 -67 -69 -71]
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L2 calculation: 0.0

DEBUG Segment 42 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-73 -74 -74 -75 -73]
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L2 calculation: 0.0

DEBUG Segment 43 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-81 -84 -82 -81 -80]
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L2 calculation: 0.0

DEBUG Segment 44 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-79 -81 -82 -79 -78]
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L2 calculation: 0.0

DEBUG Segment 45 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-72 -73 -76 -76 -74]
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L2 calculation: 0.0

DEBUG Segment 46 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-70 -71 -75 -76 -73]
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L2 calculation: 0.0

DEBUG Segment 47 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-68 -69 -72 -74 -68]
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L2 calculation: 0.0

DEBUG Segment 48 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-64 -66 -65 -61 -65]
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L2 calculation: 0.0

DEBUG Segment 49 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-64 -63 -65 -66 -66]
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L2 calculation: 0.0

DEBUG Segment 50 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-73 -75 -75 -77 -76]
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L2 calculation: 0.0

DEBUG Segment 51 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-72 -74 -78 -77 -76]
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L2 calculation: 0.0

DEBUG Segment 52 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-60 -61 -65 -67 -65]
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L2 calculation: 0.0

DEBUG Segment 53 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-64 -62 -63 -66 -68]
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L2 calculation: 0.0

DEBUG Segment 54 (NLMS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 55 (NLMS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 56 (NLMS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 57 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-71 -70 -71 -70 -73]
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L2 calculation: 0.0

DEBUG Segment 58 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-70 -73 -73 -74 -74]
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L2 calculation: 0.0

DEBUG Segment 59 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-64 -63 -62 -60 -58]
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L2 calculation: 0.0

DEBUG Segment 60 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-58 -59 -60 -59 -57]
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L2 calculation: 0.0

DEBUG Segment 61 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-66 -67 -66 -65 -62]
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L2 calculation: 0.0

DEBUG Segment 62 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-72 -71 -74 -74 -76]
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L2 calculation: 0.0

DEBUG Segment 63 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-64 -67 -67 -71 -68]
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L2 calculation: 0.0

DEBUG Segment 64 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-75 -73 -73 -73 -74]
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L2 calculation: 0.0

DEBUG Segment 65 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-76 -73 -71 -75 -76]
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L2 calculation: 0.0

DEBUG Segment 66 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-67 -67 -66 -69 -68]
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L2 calculation: 0.0

DEBUG Segment 67 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-49 -54 -53 -55 -55]
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L2 calculation: 0.0

DEBUG Segment 68 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-52 -54 -56 -54 -52]
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L2 calculation: 0.0

DEBUG Segment 69 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-54 -56 -56 -56 -56]
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L2 calculation: 0.0

DEBUG Segment 70 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-51 -50 -49 -49 -47]
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L2 calculation: 0.0

DEBUG Segment 71 (NLMS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 72 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-41 -39 -38 -42 -46]
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L2 calculation: 0.0

DEBUG Segment 73 (NLMS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 74 (NLMS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 75 (NLMS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 76 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-47 -50 -54 -50 -48]
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L2 calculation: 0.0

DEBUG Segment 77 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-59 -60 -64 -63 -62]
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L2 calculation: 0.0

DEBUG Segment 78 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-55 -52 -53 -54 -56]
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L2 calculation: 0.0

DEBUG Segment 79 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-54 -57 -58 -54 -54]
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L2 calculation: 0.0

DEBUG Segment 80 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-52 -55 -59 -59 -56]
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L2 calculation: 0.0

DEBUG Segment 81 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-59 -58 -56 -54 -55]
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L2 calculation: 0.0

DEBUG Segment 82 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-48 -50 -48 -47 -46]
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L2 calculation: 0.0

DEBUG Segment 83 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-50 -50 -49 -49 -49]
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DEBUG Segment 84 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-55 -57 -61 -60 -60]
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L2 calculation: 0.0

DEBUG Segment 85 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-67 -65 -67 -66 -64]
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L2 calculation: 0.0

DEBUG Segment 86 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-63 -64 -67 -68 -67]
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L2 calculation: 0.0

DEBUG Segment 87 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-63 -61 -61 -61 -63]
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L2 calculation: 0.0

DEBUG Segment 88 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-64 -65 -69 -67 -67]
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L2 calculation: 0.0

DEBUG Segment 89 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-58 -57 -55 -57 -57]
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L2 calculation: 0.0

DEBUG Segment 90 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-53 -56 -59 -59 -56]
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L2 calculation: 0.0

DEBUG Segment 91 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-69 -68 -65 -66 -68]
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L2 calculation: 0.0

DEBUG Segment 92 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-68 -65 -67 -68 -71]
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L2 calculation: 0.0

DEBUG Segment 93 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-62 -58 -62 -63 -63]
Recon[4:9]:    [-62 -58 -62 -63 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 94 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-58 -55 -54 -52 -56]
Recon[4:9]:    [-58 -55 -54 -52 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 95 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-58 -59 -59 -59 -55]
Recon[4:9]:    [-58 -59 -59 -59 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 96 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-67 -66 -69 -70 -70]
Recon[4:9]:    [-67 -66 -69 -70 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 97 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-73 -70 -73 -72 -73]
Recon[4:9]:    [-73 -70 -73 -72 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 98 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-69 -72 -72 -70 -70]
Recon[4:9]:    [-69 -72 -72 -70 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 99 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-71 -70 -72 -74 -77]
Recon[4:9]:    [-71 -70 -72 -74 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 100 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-71 -74 -76 -75 -73]
Recon[4:9]:    [-71 -74 -76 -75 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 101 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-64 -66 -64 -62 -62]
Recon[4:9]:    [-64 -66 -64 -62 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 102 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -53 -52 -54 -56]
Recon[4:9]:    [-56 -53 -52 -54 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 103 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -57 -54 -57 -58]
Recon[4:9]:    [-59 -57 -54 -57 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 104 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -55 -57 -57 -58]
Recon[4:9]:    [-56 -55 -57 -57 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 105 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -54 -54 -55 -58]
Recon[4:9]:    [-57 -54 -54 -55 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 106 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -54 -58 -60 -62]
Recon[4:9]:    [-56 -54 -58 -60 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 107 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -56 -58 -56 -55]
Recon[4:9]:    [-56 -56 -58 -56 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 108 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-50 -50 -52 -52 -53]
Recon[4:9]:    [-50 -50 -52 -52 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 109 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-58 -59 -63 -63 -59]
Recon[4:9]:    [-58 -59 -63 -63 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 110 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-65 -68 -69 -70 -68]
Recon[4:9]:    [-65 -68 -69 -70 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 111 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-66 -71 -71 -68 -66]
Recon[4:9]:    [-66 -71 -71 -68 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 112 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-65 -66 -64 -64 -62]
Recon[4:9]:    [-65 -66 -64 -64 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 113 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-69 -68 -70 -70 -69]
Recon[4:9]:    [-69 -68 -70 -70 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 114 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-71 -76 -76 -76 -74]
Recon[4:9]:    [-71 -76 -76 -76 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 115 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-60 -61 -63 -62 -61]
Recon[4:9]:    [-60 -61 -63 -62 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 116 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -60 -61 -59 -58]
Recon[4:9]:    [-59 -60 -61 -59 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 117 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-62 -65 -65 -67 -67]
Recon[4:9]:    [-62 -65 -65 -67 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 118 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-64 -66 -64 -62 -63]
Recon[4:9]:    [-64 -66 -64 -62 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 119 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-51 -53 -53 -53 -53]
Recon[4:9]:    [-51 -53 -53 -53 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 120 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-55 -54 -53 -55 -54]
Recon[4:9]:    [-55 -54 -53 -55 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 121 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-61 -60 -62 -59 -57]
Recon[4:9]:    [-61 -60 -62 -59 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 122 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -55 -53 -52 -55]
Recon[4:9]:    [-57 -55 -53 -52 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 123 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -54 -53 -51 -55]
Recon[4:9]:    [-57 -54 -53 -51 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 124 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-54 -54 -55 -55 -54]
Recon[4:9]:    [-54 -54 -55 -55 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 125 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-62 -64 -67 -67 -63]
Recon[4:9]:    [-62 -64 -67 -67 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 126 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-63 -61 -60 -60 -64]
Recon[4:9]:    [-63 -61 -60 -60 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 127 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-64 -62 -60 -59 -60]
Recon[4:9]:    [-64 -62 -60 -59 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 128 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-60 -59 -62 -64 -64]
Recon[4:9]:    [-60 -59 -62 -64 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 129 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-64 -65 -65 -66 -66]
Recon[4:9]:    [-64 -65 -65 -66 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 130 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-54 -55 -57 -57 -56]
Recon[4:9]:    [-54 -55 -57 -57 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 131 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-54 -50 -51 -53 -55]
Recon[4:9]:    [-54 -50 -51 -53 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 132 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-61 -63 -64 -64 -65]
Recon[4:9]:    [-61 -63 -64 -64 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 133 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-72 -71 -69 -68 -70]
Recon[4:9]:    [-72 -71 -69 -68 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 134 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-55 -54 -55 -57 -58]
Recon[4:9]:    [-55 -54 -55 -57 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 135 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-49 -48 -47 -46 -48]
Recon[4:9]:    [-49 -48 -47 -46 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 136 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-55 -56 -57 -57 -55]
Recon[4:9]:    [-55 -56 -57 -57 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 137 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-64 -67 -69 -70 -72]
Recon[4:9]:    [-64 -67 -69 -70 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 138 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-58 -62 -60 -59 -58]
Recon[4:9]:    [-58 -62 -60 -59 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 139 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-62 -62 -62 -63 -64]
Recon[4:9]:    [-62 -62 -62 -63 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 140 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-71 -71 -69 -69 -75]
Recon[4:9]:    [-71 -71 -69 -69 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 141 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-70 -72 -71 -70 -68]
Recon[4:9]:    [-70 -72 -71 -70 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 142 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-64 -63 -63 -65 -63]
Recon[4:9]:    [-64 -63 -63 -65 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 143 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-62 -66 -66 -65 -63]
Recon[4:9]:    [-62 -66 -66 -65 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 144 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-73 -74 -75 -77 -78]
Recon[4:9]:    [-73 -74 -75 -77 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 145 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-71 -75 -78 -78 -76]
Recon[4:9]:    [-71 -75 -78 -78 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 146 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-71 -70 -70 -69 -71]
Recon[4:9]:    [-71 -70 -70 -69 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 147 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-75 -75 -78 -79 -80]
Recon[4:9]:    [-75 -75 -78 -79 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 148 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-72 -71 -68 -68 -71]
Recon[4:9]:    [-72 -71 -68 -68 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 149 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-63 -65 -68 -64 -64]
Recon[4:9]:    [-63 -65 -68 -64 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 150 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-58 -60 -61 -63 -59]
Recon[4:9]:    [-58 -60 -61 -63 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 151 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-75 -76 -73 -71 -71]
Recon[4:9]:    [-75 -76 -73 -71 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 152 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-61 -64 -60 -61 -60]
Recon[4:9]:    [-61 -64 -60 -61 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 153 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -56 -60 -60 -61]
Recon[4:9]:    [-59 -56 -60 -60 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 154 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -56 -57 -57 -59]
Recon[4:9]:    [-57 -56 -57 -57 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 155 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-63 -65 -66 -66 -65]
Recon[4:9]:    [-63 -65 -66 -66 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 156 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -56 -57 -59 -61]
Recon[4:9]:    [-59 -56 -57 -59 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 157 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -58 -59 -63 -61]
Recon[4:9]:    [-59 -58 -59 -63 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 158 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-70 -71 -72 -73 -73]
Recon[4:9]:    [-70 -71 -72 -73 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 159 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-66 -67 -71 -71 -68]
Recon[4:9]:    [-66 -67 -71 -71 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 160 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-72 -71 -68 -68 -68]
Recon[4:9]:    [-72 -71 -68 -68 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 161 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-74 -73 -75 -78 -76]
Recon[4:9]:    [-74 -73 -75 -78 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 162 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-82 -82 -83 -84 -85]
Recon[4:9]:    [-82 -82 -83 -84 -85]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 163 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-68 -65 -66 -63 -62]
Recon[4:9]:    [-68 -65 -66 -63 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 164 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-64 -65 -67 -64 -60]
Recon[4:9]:    [-64 -65 -67 -64 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 165 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-75 -72 -73 -76 -77]
Recon[4:9]:    [-75 -72 -73 -76 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 166 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-76 -76 -79 -84 -83]
Recon[4:9]:    [-76 -76 -79 -84 -83]
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L2 calculation: 0.0

DEBUG Segment 167 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-66 -63 -65 -67 -69]
Recon[4:9]:    [-66 -63 -65 -67 -69]
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L2 calculation: 0.0

DEBUG Segment 168 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-61 -62 -66 -66 -68]
Recon[4:9]:    [-61 -62 -66 -66 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 169 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-65 -67 -64 -64 -64]
Recon[4:9]:    [-65 -67 -64 -64 -64]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 170 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-62 -60 -60 -61 -63]
Recon[4:9]:    [-62 -60 -60 -61 -63]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 171 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -55 -52 -53 -52]
Recon[4:9]:    [-57 -55 -52 -53 -52]
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L2 calculation: 0.0

DEBUG Segment 172 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -63 -64 -62 -61]
Recon[4:9]:    [-59 -63 -64 -62 -61]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 173 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-74 -73 -72 -73 -74]
Recon[4:9]:    [-74 -73 -72 -73 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 174 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-67 -68 -72 -72 -71]
Recon[4:9]:    [-67 -68 -72 -72 -71]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 175 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -58 -60 -60 -60]
Recon[4:9]:    [-57 -58 -60 -60 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 176 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -61 -62 -59 -57]
Recon[4:9]:    [-59 -61 -62 -59 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 177 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-72 -72 -73 -75 -78]
Recon[4:9]:    [-72 -72 -73 -75 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 178 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -60 -61 -59 -59]
Recon[4:9]:    [-57 -60 -61 -59 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 179 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-52 -53 -50 -49 -50]
Recon[4:9]:    [-52 -53 -50 -49 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 180 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-54 -56 -55 -53 -52]
Recon[4:9]:    [-54 -56 -55 -53 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 181 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-66 -63 -63 -66 -65]
Recon[4:9]:    [-66 -63 -63 -66 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 182 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-51 -49 -52 -56 -53]
Recon[4:9]:    [-51 -49 -52 -56 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 183 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -56 -55 -52 -56]
Recon[4:9]:    [-57 -56 -55 -52 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 184 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-61 -59 -60 -63 -63]
Recon[4:9]:    [-61 -59 -60 -63 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 185 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-70 -69 -71 -68 -66]
Recon[4:9]:    [-70 -69 -71 -68 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 186 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-50 -52 -52 -50 -48]
Recon[4:9]:    [-50 -52 -52 -50 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 187 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-50 -52 -54 -54 -55]
Recon[4:9]:    [-50 -52 -54 -54 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 188 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -58 -58 -61 -61]
Recon[4:9]:    [-57 -58 -58 -61 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 189 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-62 -64 -62 -60 -60]
Recon[4:9]:    [-62 -64 -62 -60 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 190 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-41 -42 -42 -43 -45]
Recon[4:9]:    [-41 -42 -42 -43 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 191 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-47 -44 -44 -46 -48]
Recon[4:9]:    [-47 -44 -44 -46 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 192 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-65 -62 -63 -64 -65]
Recon[4:9]:    [-65 -62 -63 -64 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 193 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-64 -66 -68 -65 -64]
Recon[4:9]:    [-64 -66 -68 -65 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 194 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-49 -44 -45 -45 -49]
Recon[4:9]:    [-49 -44 -45 -45 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 195 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-48 -51 -50 -52 -53]
Recon[4:9]:    [-48 -51 -50 -52 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 196 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-55 -58 -61 -61 -58]
Recon[4:9]:    [-55 -58 -61 -61 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 197 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-61 -57 -59 -61 -61]
Recon[4:9]:    [-61 -57 -59 -61 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 198 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-55 -59 -56 -58 -55]
Recon[4:9]:    [-55 -59 -56 -58 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 199 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-64 -62 -61 -60 -63]
Recon[4:9]:    [-64 -62 -61 -60 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 200 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-70 -68 -67 -67 -70]
Recon[4:9]:    [-70 -68 -67 -67 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 201 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-54 -54 -54 -56 -58]
Recon[4:9]:    [-54 -54 -54 -56 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 202 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -54 -53 -52 -51]
Recon[4:9]:    [-56 -54 -53 -52 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 203 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -58 -58 -59 -55]
Recon[4:9]:    [-56 -58 -58 -59 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 204 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-64 -63 -61 -57 -58]
Recon[4:9]:    [-64 -63 -61 -57 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 205 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-49 -48 -44 -47 -47]
Recon[4:9]:    [-49 -48 -44 -47 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 206 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-52 -48 -50 -52 -54]
Recon[4:9]:    [-52 -48 -50 -52 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 207 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-66 -66 -65 -63 -64]
Recon[4:9]:    [-66 -66 -65 -63 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 208 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-70 -72 -73 -75 -75]
Recon[4:9]:    [-70 -72 -73 -75 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 209 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-60 -60 -64 -60 -58]
Recon[4:9]:    [-60 -60 -64 -60 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 210 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-54 -54 -53 -52 -55]
Recon[4:9]:    [-54 -54 -53 -52 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 211 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-64 -66 -67 -66 -65]
Recon[4:9]:    [-64 -66 -67 -66 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 212 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-69 -71 -74 -74 -74]
Recon[4:9]:    [-69 -71 -74 -74 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 213 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -57 -57 -60 -60]
Recon[4:9]:    [-57 -57 -57 -60 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 214 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-52 -52 -54 -56 -51]
Recon[4:9]:    [-52 -52 -54 -56 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 215 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -57 -57 -55 -58]
Recon[4:9]:    [-59 -57 -57 -55 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 216 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-53 -56 -57 -58 -57]
Recon[4:9]:    [-53 -56 -57 -58 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 217 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-47 -47 -47 -47 -48]
Recon[4:9]:    [-47 -47 -47 -47 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 218 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-50 -48 -49 -49 -49]
Recon[4:9]:    [-50 -48 -49 -49 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 219 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-62 -60 -62 -64 -68]
Recon[4:9]:    [-62 -60 -62 -64 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 220 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-62 -60 -59 -57 -58]
Recon[4:9]:    [-62 -60 -59 -57 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 221 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-63 -64 -62 -65 -65]
Recon[4:9]:    [-63 -64 -62 -65 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 222 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-69 -71 -74 -74 -72]
Recon[4:9]:    [-69 -71 -74 -74 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 223 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-66 -66 -70 -70 -68]
Recon[4:9]:    [-66 -66 -70 -70 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 224 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-54 -53 -51 -50 -53]
Recon[4:9]:    [-54 -53 -51 -50 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 225 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-53 -51 -50 -53 -52]
Recon[4:9]:    [-53 -51 -50 -53 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 226 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-67 -65 -65 -67 -67]
Recon[4:9]:    [-67 -65 -65 -67 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 227 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-66 -65 -69 -67 -68]
Recon[4:9]:    [-66 -65 -69 -67 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 228 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-60 -61 -63 -61 -59]
Recon[4:9]:    [-60 -61 -63 -61 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 229 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-60 -60 -62 -63 -63]
Recon[4:9]:    [-60 -60 -62 -63 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 230 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -57 -50 -48 -53]
Recon[4:9]:    [-56 -57 -50 -48 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 231 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-69 -71 -70 -69 -68]
Recon[4:9]:    [-69 -71 -70 -69 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 232 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-52 -51 -53 -55 -58]
Recon[4:9]:    [-52 -51 -53 -55 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 233 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-66 -66 -66 -65 -67]
Recon[4:9]:    [-66 -66 -66 -65 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 234 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-76 -78 -79 -80 -75]
Recon[4:9]:    [-76 -78 -79 -80 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 235 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-68 -70 -72 -74 -72]
Recon[4:9]:    [-68 -70 -72 -74 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 236 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -58 -60 -63 -61]
Recon[4:9]:    [-57 -58 -60 -63 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 237 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-53 -51 -50 -51 -54]
Recon[4:9]:    [-53 -51 -50 -51 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 238 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -59 -58 -59 -59]
Recon[4:9]:    [-57 -59 -58 -59 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 239 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-47 -48 -47 -49 -51]
Recon[4:9]:    [-47 -48 -47 -49 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 240 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-55 -57 -57 -56 -55]
Recon[4:9]:    [-55 -57 -57 -56 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 241 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-63 -65 -62 -65 -65]
Recon[4:9]:    [-63 -65 -62 -65 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 242 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-65 -66 -64 -62 -62]
Recon[4:9]:    [-65 -66 -64 -62 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 243 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-54 -52 -55 -57 -58]
Recon[4:9]:    [-54 -52 -55 -57 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 244 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-52 -52 -50 -51 -50]
Recon[4:9]:    [-52 -52 -50 -51 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 245 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-62 -65 -66 -64 -65]
Recon[4:9]:    [-62 -65 -66 -64 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 246 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-64 -67 -67 -65 -65]
Recon[4:9]:    [-64 -67 -67 -65 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 247 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -58 -60 -59 -62]
Recon[4:9]:    [-59 -58 -60 -59 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 248 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-63 -62 -61 -58 -61]
Recon[4:9]:    [-63 -62 -61 -58 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 249 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-61 -61 -62 -65 -65]
Recon[4:9]:    [-61 -61 -62 -65 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 250 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-54 -56 -58 -60 -57]
Recon[4:9]:    [-54 -56 -58 -60 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 251 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-48 -47 -47 -46 -47]
Recon[4:9]:    [-48 -47 -47 -46 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 252 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-54 -57 -59 -58 -57]
Recon[4:9]:    [-54 -57 -59 -58 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 253 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-76 -76 -74 -75 -75]
Recon[4:9]:    [-76 -76 -74 -75 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 254 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-66 -65 -62 -62 -63]
Recon[4:9]:    [-66 -65 -62 -62 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 255 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-52 -53 -54 -56 -57]
Recon[4:9]:    [-52 -53 -54 -56 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 256 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-61 -61 -59 -59 -61]
Recon[4:9]:    [-61 -61 -59 -59 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 257 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-69 -73 -73 -72 -71]
Recon[4:9]:    [-69 -73 -73 -72 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 258 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-61 -62 -62 -64 -61]
Recon[4:9]:    [-61 -62 -62 -64 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 259 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-69 -71 -72 -70 -69]
Recon[4:9]:    [-69 -71 -72 -70 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 260 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-67 -68 -70 -71 -69]
Recon[4:9]:    [-67 -68 -70 -71 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 261 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-78 -78 -81 -80 -80]
Recon[4:9]:    [-78 -78 -81 -80 -80]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 262 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-60 -61 -61 -59 -59]
Recon[4:9]:    [-60 -61 -61 -59 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 263 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -54 -52 -53 -56]
Recon[4:9]:    [-56 -54 -52 -53 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 264 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-66 -65 -65 -66 -68]
Recon[4:9]:    [-66 -65 -65 -66 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 265 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-67 -68 -74 -73 -70]
Recon[4:9]:    [-67 -68 -74 -73 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 266 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -58 -54 -56 -58]
Recon[4:9]:    [-59 -58 -54 -56 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 267 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-61 -59 -60 -60 -65]
Recon[4:9]:    [-61 -59 -60 -60 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 268 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-75 -75 -72 -74 -75]
Recon[4:9]:    [-75 -75 -72 -74 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 269 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-71 -70 -69 -69 -71]
Recon[4:9]:    [-71 -70 -69 -69 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 270 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-63 -63 -62 -60 -60]
Recon[4:9]:    [-63 -63 -62 -60 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 271 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-60 -61 -63 -65 -63]
Recon[4:9]:    [-60 -61 -63 -65 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 272 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-78 -77 -78 -84 -83]
Recon[4:9]:    [-78 -77 -78 -84 -83]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 273 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-72 -74 -75 -74 -75]
Recon[4:9]:    [-72 -74 -75 -74 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 274 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-79 -79 -77 -76 -78]
Recon[4:9]:    [-79 -79 -77 -76 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 275 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-78 -80 -85 -83 -80]
Recon[4:9]:    [-78 -80 -85 -83 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 276 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-89 -92 -93 -91 -90]
Recon[4:9]:    [-89 -92 -93 -91 -90]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 277 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-78 -78 -74 -75 -73]
Recon[4:9]:    [-78 -78 -74 -75 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 278 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-68 -66 -61 -64 -66]
Recon[4:9]:    [-68 -66 -61 -64 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 279 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-73 -75 -77 -75 -76]
Recon[4:9]:    [-73 -75 -77 -75 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 280 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-90 -86 -86 -85 -86]
Recon[4:9]:    [-90 -86 -86 -85 -86]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 281 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-75 -76 -75 -79 -80]
Recon[4:9]:    [-75 -76 -75 -79 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 282 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-65 -66 -69 -69 -67]
Recon[4:9]:    [-65 -66 -69 -69 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 283 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-79 -80 -78 -77 -75]
Recon[4:9]:    [-79 -80 -78 -77 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 284 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-71 -71 -72 -72 -74]
Recon[4:9]:    [-71 -71 -72 -72 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 285 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-58 -61 -64 -64 -61]
Recon[4:9]:    [-58 -61 -64 -64 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 286 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-62 -61 -63 -64 -65]
Recon[4:9]:    [-62 -61 -63 -64 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 287 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-74 -75 -76 -79 -77]
Recon[4:9]:    [-74 -75 -76 -79 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 288 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-69 -69 -70 -71 -73]
Recon[4:9]:    [-69 -69 -70 -71 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 289 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-65 -64 -63 -64 -65]
Recon[4:9]:    [-65 -64 -63 -64 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 290 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -57 -56 -56 -57]
Recon[4:9]:    [-56 -57 -56 -56 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 291 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-65 -67 -70 -69 -66]
Recon[4:9]:    [-65 -67 -70 -69 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 292 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-61 -61 -60 -59 -60]
Recon[4:9]:    [-61 -61 -60 -59 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 293 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -59 -60 -62 -62]
Recon[4:9]:    [-59 -59 -60 -62 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 294 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-76 -77 -76 -73 -76]
Recon[4:9]:    [-76 -77 -76 -73 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 295 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-70 -67 -67 -69 -71]
Recon[4:9]:    [-70 -67 -67 -69 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 296 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -57 -60 -62 -64]
Recon[4:9]:    [-57 -57 -60 -62 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 297 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-54 -54 -53 -55 -52]
Recon[4:9]:    [-54 -54 -53 -55 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 298 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-66 -67 -65 -63 -64]
Recon[4:9]:    [-66 -67 -65 -63 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 299 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-53 -53 -55 -53 -52]
Recon[4:9]:    [-53 -53 -55 -53 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 300 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -57 -59 -62 -60]
Recon[4:9]:    [-56 -57 -59 -62 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 301 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-69 -67 -69 -72 -74]
Recon[4:9]:    [-69 -67 -69 -72 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 302 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-73 -71 -71 -71 -72]
Recon[4:9]:    [-73 -71 -71 -71 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 303 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-60 -61 -64 -63 -61]
Recon[4:9]:    [-60 -61 -64 -63 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 304 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-68 -71 -70 -68 -69]
Recon[4:9]:    [-68 -71 -70 -68 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 305 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-70 -71 -69 -68 -68]
Recon[4:9]:    [-70 -71 -69 -68 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 306 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-52 -54 -54 -58 -60]
Recon[4:9]:    [-52 -54 -54 -58 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 307 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -54 -53 -57 -58]
Recon[4:9]:    [-57 -54 -53 -57 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 308 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -59 -61 -61 -60]
Recon[4:9]:    [-59 -59 -61 -61 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 309 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-49 -50 -50 -52 -48]
Recon[4:9]:    [-49 -50 -50 -52 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 310 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-42 -41 -43 -44 -45]
Recon[4:9]:    [-42 -41 -43 -44 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 311 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-46 -49 -48 -49 -48]
Recon[4:9]:    [-46 -49 -48 -49 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 312 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-60 -58 -60 -58 -60]
Recon[4:9]:    [-60 -58 -60 -58 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 313 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-46 -49 -50 -50 -50]
Recon[4:9]:    [-46 -49 -50 -50 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 314 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-51 -48 -47 -47 -49]
Recon[4:9]:    [-51 -48 -47 -47 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 315 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -59 -60 -60 -58]
Recon[4:9]:    [-59 -59 -60 -60 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 316 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-53 -56 -56 -53 -54]
Recon[4:9]:    [-53 -56 -56 -53 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 317 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-39 -40 -38 -38 -36]
Recon[4:9]:    [-39 -40 -38 -38 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 318 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-35 -38 -41 -40 -39]
Recon[4:9]:    [-35 -38 -41 -40 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 319 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-55 -51 -50 -51 -55]
Recon[4:9]:    [-55 -51 -50 -51 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 320 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-54 -51 -51 -54 -55]
Recon[4:9]:    [-54 -51 -51 -54 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 321 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-43 -43 -46 -48 -49]
Recon[4:9]:    [-43 -43 -46 -48 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 322 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-45 -47 -47 -48 -49]
Recon[4:9]:    [-45 -47 -47 -48 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 323 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-55 -56 -55 -50 -53]
Recon[4:9]:    [-55 -56 -55 -50 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 324 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-40 -41 -44 -44 -42]
Recon[4:9]:    [-40 -41 -44 -44 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 325 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-30 -30 -32 -32 -30]
Recon[4:9]:    [-30 -30 -32 -32 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 326 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-37 -39 -41 -40 -42]
Recon[4:9]:    [-37 -39 -41 -40 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 327 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-66 -68 -67 -70 -70]
Recon[4:9]:    [-66 -68 -67 -70 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 328 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-65 -64 -64 -62 -63]
Recon[4:9]:    [-65 -64 -64 -62 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 329 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-54 -57 -57 -58 -61]
Recon[4:9]:    [-54 -57 -57 -58 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 330 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-48 -51 -51 -52 -51]
Recon[4:9]:    [-48 -51 -51 -52 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 331 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -58 -56 -54 -56]
Recon[4:9]:    [-56 -58 -56 -54 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 332 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-46 -47 -46 -45 -45]
Recon[4:9]:    [-46 -47 -46 -45 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 333 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-45 -47 -47 -44 -44]
Recon[4:9]:    [-45 -47 -47 -44 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 334 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -54 -53 -52 -53]
Recon[4:9]:    [-56 -54 -53 -52 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 335 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -61 -63 -60 -59]
Recon[4:9]:    [-59 -61 -63 -60 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 336 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-50 -52 -54 -53 -51]
Recon[4:9]:    [-50 -52 -54 -53 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 337 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-49 -48 -46 -50 -52]
Recon[4:9]:    [-49 -48 -46 -50 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 338 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -58 -58 -59 -59]
Recon[4:9]:    [-56 -58 -58 -59 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 339 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-62 -62 -65 -64 -63]
Recon[4:9]:    [-62 -62 -65 -64 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 340 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-51 -53 -55 -57 -56]
Recon[4:9]:    [-51 -53 -55 -57 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 341 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-53 -53 -52 -52 -53]
Recon[4:9]:    [-53 -53 -52 -52 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 342 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-72 -72 -69 -66 -65]
Recon[4:9]:    [-72 -72 -69 -66 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 343 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-79 -82 -78 -78 -78]
Recon[4:9]:    [-79 -82 -78 -78 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 344 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-58 -57 -55 -56 -60]
Recon[4:9]:    [-58 -57 -55 -56 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 345 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-49 -49 -46 -49 -54]
Recon[4:9]:    [-49 -49 -46 -49 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 346 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-58 -56 -54 -57 -59]
Recon[4:9]:    [-58 -56 -54 -57 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 347 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-64 -63 -62 -61 -63]
Recon[4:9]:    [-64 -63 -62 -61 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 348 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-60 -61 -63 -65 -65]
Recon[4:9]:    [-60 -61 -63 -65 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 349 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-67 -67 -68 -67 -69]
Recon[4:9]:    [-67 -67 -68 -67 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 350 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-79 -77 -77 -77 -80]
Recon[4:9]:    [-79 -77 -77 -77 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 351 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-60 -60 -63 -62 -61]
Recon[4:9]:    [-60 -60 -63 -62 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 352 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-53 -54 -56 -57 -57]
Recon[4:9]:    [-53 -54 -56 -57 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 353 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-61 -60 -61 -61 -63]
Recon[4:9]:    [-61 -60 -61 -61 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 354 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-60 -59 -63 -64 -62]
Recon[4:9]:    [-60 -59 -63 -64 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 355 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-60 -62 -63 -63 -61]
Recon[4:9]:    [-60 -62 -63 -63 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 356 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -57 -58 -59 -63]
Recon[4:9]:    [-59 -57 -58 -59 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 357 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -61 -62 -63 -60]
Recon[4:9]:    [-56 -61 -62 -63 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 358 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-47 -46 -46 -44 -43]
Recon[4:9]:    [-47 -46 -46 -44 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 359 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-44 -44 -45 -49 -49]
Recon[4:9]:    [-44 -44 -45 -49 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 360 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -62 -60 -58 -59]
Recon[4:9]:    [-59 -62 -60 -58 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 361 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-68 -71 -71 -72 -69]
Recon[4:9]:    [-68 -71 -71 -72 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 362 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-63 -63 -65 -68 -64]
Recon[4:9]:    [-63 -63 -65 -68 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 363 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-61 -64 -63 -62 -61]
Recon[4:9]:    [-61 -64 -63 -62 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 364 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-61 -61 -61 -62 -60]
Recon[4:9]:    [-61 -61 -61 -62 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 365 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-51 -52 -51 -50 -50]
Recon[4:9]:    [-51 -52 -51 -50 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 366 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-40 -41 -43 -42 -40]
Recon[4:9]:    [-40 -41 -43 -42 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 367 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-55 -52 -49 -51 -52]
Recon[4:9]:    [-55 -52 -49 -51 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 368 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-68 -70 -71 -73 -70]
Recon[4:9]:    [-68 -70 -71 -73 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 369 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-65 -62 -62 -62 -65]
Recon[4:9]:    [-65 -62 -62 -62 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 370 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -55 -59 -60 -58]
Recon[4:9]:    [-56 -55 -59 -60 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- NLMS Hamilton Beats (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added NLMS results for Hamilton Beats: CR Rice=1.546, CR Huff=1.756, mean L2=33.96949
Best params for GASS Hamilton Beats (10s): {'order': 4, 'mu': 1e-07, 'rho': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (GASS Hamilton Beats (5min)):
Original[4:9]: [-29 -29 -29 -29 -24]
Recon[4:9]:    [-29 -29 -29 -29 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (GASS Hamilton Beats (5min)):
Original[4:9]: [-58 -55 -54 -52 -56]
Recon[4:9]:    [-58 -55 -54 -52 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (GASS Hamilton Beats (5min)):
Original[4:9]: [-62 -64 -63 -60 -63]
Recon[4:9]:    [-62 -64 -63 -60 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (GASS Hamilton Beats (5min)):
Original[4:9]: [-70 -70 -68 -67 -66]
Recon[4:9]:    [-70 -70 -68 -67 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (GASS Hamilton Beats (5min)):
Original[4:9]: [-60 -62 -66 -68 -66]
Recon[4:9]:    [-60 -62 -66 -68 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (GASS Hamilton Beats (5min)):
Original[4:9]: [-65 -67 -65 -63 -64]
Recon[4:9]:    [-65 -67 -65 -63 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (GASS Hamilton Beats (5min)):
Original[4:9]: [-61 -62 -59 -60 -61]
Recon[4:9]:    [-61 -62 -59 -60 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (GASS Hamilton Beats (5min)):
Original[4:9]: [-59 -56 -54 -56 -56]
Recon[4:9]:    [-59 -56 -54 -56 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (GASS Hamilton Beats (5min)):
Original[4:9]: [-70 -69 -70 -71 -72]
Recon[4:9]:    [-70 -69 -70 -71 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (GASS Hamilton Beats (5min)):
Original[4:9]: [-64 -66 -67 -66 -63]
Recon[4:9]:    [-64 -66 -67 -66 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (GASS Hamilton Beats (5min)):
Original[4:9]: [-60 -59 -61 -60 -61]
Recon[4:9]:    [-60 -59 -61 -60 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (GASS Hamilton Beats (5min)):
Original[4:9]: [-56 -54 -54 -55 -57]
Recon[4:9]:    [-56 -54 -54 -55 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (GASS Hamilton Beats (5min)):
Original[4:9]: [-58 -56 -57 -55 -58]
Recon[4:9]:    [-58 -56 -57 -55 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (GASS Hamilton Beats (5min)):
Original[4:9]: [-60 -59 -61 -61 -63]
Recon[4:9]:    [-60 -59 -61 -61 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (GASS Hamilton Beats (5min)):
Original[4:9]: [-56 -57 -56 -57 -60]
Recon[4:9]:    [-56 -57 -56 -57 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (GASS Hamilton Beats (5min)):
Original[4:9]: [-57 -60 -62 -60 -58]
Recon[4:9]:    [-57 -60 -62 -60 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (GASS Hamilton Beats (5min)):
Original[4:9]: [-67 -64 -60 -60 -64]
Recon[4:9]:    [-67 -64 -60 -60 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (GASS Hamilton Beats (5min)):
Original[4:9]: [-65 -68 -69 -69 -68]
Recon[4:9]:    [-65 -68 -69 -69 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (GASS Hamilton Beats (5min)):
Original[4:9]: [-61 -57 -57 -57 -59]
Recon[4:9]:    [-61 -57 -57 -57 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (GASS Hamilton Beats (5min)):
Original[4:9]: [-60 -62 -62 -59 -59]
Recon[4:9]:    [-60 -62 -62 -59 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (GASS Hamilton Beats (5min)):
Original[4:9]: [-64 -68 -68 -67 -66]
Recon[4:9]:    [-64 -68 -68 -67 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (GASS Hamilton Beats (5min)):
Original[4:9]: [-63 -61 -60 -58 -62]
Recon[4:9]:    [-63 -61 -60 -58 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (GASS Hamilton Beats (5min)):
Original[4:9]: [-58 -60 -62 -62 -62]
Recon[4:9]:    [-58 -60 -62 -62 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (GASS Hamilton Beats (5min)):
Original[4:9]: [-57 -59 -60 -63 -62]
Recon[4:9]:    [-57 -59 -60 -63 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (GASS Hamilton Beats (5min)):
Original[4:9]: [-63 -65 -66 -65 -65]
Recon[4:9]:    [-63 -65 -66 -65 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (GASS Hamilton Beats (5min)):
Original[4:9]: [-59 -56 -55 -56 -57]
Recon[4:9]:    [-59 -56 -55 -56 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (GASS Hamilton Beats (5min)):
Original[4:9]: [-60 -56 -56 -54 -56]
Recon[4:9]:    [-60 -56 -56 -54 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (GASS Hamilton Beats (5min)):
Original[4:9]: [-64 -64 -65 -64 -64]
Recon[4:9]:    [-64 -64 -65 -64 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (GASS Hamilton Beats (5min)):
Original[4:9]: [-67 -72 -70 -69 -71]
Recon[4:9]:    [-67 -72 -70 -69 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (GASS Hamilton Beats (5min)):
Original[4:9]: [-71 -71 -75 -75 -74]
Recon[4:9]:    [-71 -71 -75 -75 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (GASS Hamilton Beats (5min)):
Original[4:9]: [-83 -83 -82 -79 -79]
Recon[4:9]:    [-83 -83 -82 -79 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (GASS Hamilton Beats (5min)):
Original[4:9]: [-85 -82 -80 -81 -84]
Recon[4:9]:    [-85 -82 -80 -81 -84]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (GASS Hamilton Beats (5min)):
Original[4:9]: [-80 -82 -82 -82 -80]
Recon[4:9]:    [-80 -82 -82 -82 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (GASS Hamilton Beats (5min)):
Original[4:9]: [-71 -68 -69 -70 -72]
Recon[4:9]:    [-71 -68 -69 -70 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (GASS Hamilton Beats (5min)):
Original[4:9]: [-70 -68 -67 -69 -72]
Recon[4:9]:    [-70 -68 -67 -69 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (GASS Hamilton Beats (5min)):
Original[4:9]: [-75 -76 -77 -73 -73]
Recon[4:9]:    [-75 -76 -77 -73 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (GASS Hamilton Beats (5min)):
Original[4:9]: [-69 -66 -69 -70 -71]
Recon[4:9]:    [-69 -66 -69 -70 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (GASS Hamilton Beats (5min)):
Original[4:9]: [-68 -69 -68 -71 -72]
Recon[4:9]:    [-68 -69 -68 -71 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (GASS Hamilton Beats (5min)):
Original[4:9]: [-71 -68 -69 -72 -77]
Recon[4:9]:    [-71 -68 -69 -72 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (GASS Hamilton Beats (5min)):
Original[4:9]: [-72 -70 -70 -70 -73]
Recon[4:9]:    [-72 -70 -70 -70 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (GASS Hamilton Beats (5min)):
Original[4:9]: [-69 -66 -65 -68 -67]
Recon[4:9]:    [-69 -66 -65 -68 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (GASS Hamilton Beats (5min)):
Original[4:9]: [-72 -69 -67 -69 -71]
Recon[4:9]:    [-72 -69 -67 -69 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (GASS Hamilton Beats (5min)):
Original[4:9]: [-73 -74 -74 -75 -73]
Recon[4:9]:    [-73 -74 -74 -75 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (GASS Hamilton Beats (5min)):
Original[4:9]: [-81 -84 -82 -81 -80]
Recon[4:9]:    [-81 -84 -82 -81 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (GASS Hamilton Beats (5min)):
Original[4:9]: [-79 -81 -82 -79 -78]
Recon[4:9]:    [-79 -81 -82 -79 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (GASS Hamilton Beats (5min)):
Original[4:9]: [-72 -73 -76 -76 -74]
Recon[4:9]:    [-72 -73 -76 -76 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (GASS Hamilton Beats (5min)):
Original[4:9]: [-70 -71 -75 -76 -73]
Recon[4:9]:    [-70 -71 -75 -76 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (GASS Hamilton Beats (5min)):
Original[4:9]: [-68 -69 -72 -74 -68]
Recon[4:9]:    [-68 -69 -72 -74 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (GASS Hamilton Beats (5min)):
Original[4:9]: [-64 -66 -65 -61 -65]
Recon[4:9]:    [-64 -66 -65 -61 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (GASS Hamilton Beats (5min)):
Original[4:9]: [-64 -63 -65 -66 -66]
Recon[4:9]:    [-64 -63 -65 -66 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (GASS Hamilton Beats (5min)):
Original[4:9]: [-73 -75 -75 -77 -76]
Recon[4:9]:    [-73 -75 -75 -77 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (GASS Hamilton Beats (5min)):
Original[4:9]: [-72 -74 -78 -77 -76]
Recon[4:9]:    [-72 -74 -78 -77 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (GASS Hamilton Beats (5min)):
Original[4:9]: [-60 -61 -65 -67 -65]
Recon[4:9]:    [-60 -61 -65 -67 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 53 (GASS Hamilton Beats (5min)):
Original[4:9]: [-64 -62 -63 -66 -68]
Recon[4:9]:    [-64 -62 -63 -66 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 54 (GASS Hamilton Beats (5min)):
Original[4:9]: [-66 -66 -67 -67 -69]
Recon[4:9]:    [-66 -66 -67 -67 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 55 (GASS Hamilton Beats (5min)):
Original[4:9]: [-66 -65 -65 -70 -70]
Recon[4:9]:    [-66 -65 -65 -70 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 56 (GASS Hamilton Beats (5min)):
Original[4:9]: [-65 -65 -68 -68 -67]
Recon[4:9]:    [-65 -65 -68 -68 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 57 (GASS Hamilton Beats (5min)):
Original[4:9]: [-71 -70 -71 -70 -73]
Recon[4:9]:    [-71 -70 -71 -70 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 58 (GASS Hamilton Beats (5min)):
Original[4:9]: [-70 -73 -73 -74 -74]
Recon[4:9]:    [-70 -73 -73 -74 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 59 (GASS Hamilton Beats (5min)):
Original[4:9]: [-64 -63 -62 -60 -58]
Recon[4:9]:    [-64 -63 -62 -60 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 60 (GASS Hamilton Beats (5min)):
Original[4:9]: [-58 -59 -60 -59 -57]
Recon[4:9]:    [-58 -59 -60 -59 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 61 (GASS Hamilton Beats (5min)):
Original[4:9]: [-66 -67 -66 -65 -62]
Recon[4:9]:    [-66 -67 -66 -65 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 62 (GASS Hamilton Beats (5min)):
Original[4:9]: [-72 -71 -74 -74 -76]
Recon[4:9]:    [-72 -71 -74 -74 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 63 (GASS Hamilton Beats (5min)):
Original[4:9]: [-64 -67 -67 -71 -68]
Recon[4:9]:    [-64 -67 -67 -71 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 64 (GASS Hamilton Beats (5min)):
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DEBUG Segment 65 (GASS Hamilton Beats (5min)):
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DEBUG Segment 66 (GASS Hamilton Beats (5min)):
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DEBUG Segment 67 (GASS Hamilton Beats (5min)):
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DEBUG Segment 68 (GASS Hamilton Beats (5min)):
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DEBUG Segment 69 (GASS Hamilton Beats (5min)):
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DEBUG Segment 70 (GASS Hamilton Beats (5min)):
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DEBUG Segment 71 (GASS Hamilton Beats (5min)):
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DEBUG Segment 72 (GASS Hamilton Beats (5min)):
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DEBUG Segment 73 (GASS Hamilton Beats (5min)):
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DEBUG Segment 74 (GASS Hamilton Beats (5min)):
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DEBUG Segment 75 (GASS Hamilton Beats (5min)):
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DEBUG Segment 76 (GASS Hamilton Beats (5min)):
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DEBUG Segment 77 (GASS Hamilton Beats (5min)):
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DEBUG Segment 78 (GASS Hamilton Beats (5min)):
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DEBUG Segment 79 (GASS Hamilton Beats (5min)):
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DEBUG Segment 80 (GASS Hamilton Beats (5min)):
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DEBUG Segment 81 (GASS Hamilton Beats (5min)):
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DEBUG Segment 82 (GASS Hamilton Beats (5min)):
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DEBUG Segment 83 (GASS Hamilton Beats (5min)):
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DEBUG Segment 84 (GASS Hamilton Beats (5min)):
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DEBUG Segment 85 (GASS Hamilton Beats (5min)):
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DEBUG Segment 86 (GASS Hamilton Beats (5min)):
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DEBUG Segment 87 (GASS Hamilton Beats (5min)):
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DEBUG Segment 88 (GASS Hamilton Beats (5min)):
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DEBUG Segment 89 (GASS Hamilton Beats (5min)):
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DEBUG Segment 90 (GASS Hamilton Beats (5min)):
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DEBUG Segment 91 (GASS Hamilton Beats (5min)):
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DEBUG Segment 92 (GASS Hamilton Beats (5min)):
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DEBUG Segment 93 (GASS Hamilton Beats (5min)):
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DEBUG Segment 94 (GASS Hamilton Beats (5min)):
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DEBUG Segment 95 (GASS Hamilton Beats (5min)):
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DEBUG Segment 96 (GASS Hamilton Beats (5min)):
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DEBUG Segment 97 (GASS Hamilton Beats (5min)):
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DEBUG Segment 98 (GASS Hamilton Beats (5min)):
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DEBUG Segment 99 (GASS Hamilton Beats (5min)):
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DEBUG Segment 100 (GASS Hamilton Beats (5min)):
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DEBUG Segment 101 (GASS Hamilton Beats (5min)):
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DEBUG Segment 102 (GASS Hamilton Beats (5min)):
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DEBUG Segment 103 (GASS Hamilton Beats (5min)):
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DEBUG Segment 104 (GASS Hamilton Beats (5min)):
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DEBUG Segment 105 (GASS Hamilton Beats (5min)):
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DEBUG Segment 106 (GASS Hamilton Beats (5min)):
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DEBUG Segment 107 (GASS Hamilton Beats (5min)):
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DEBUG Segment 108 (GASS Hamilton Beats (5min)):
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DEBUG Segment 109 (GASS Hamilton Beats (5min)):
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DEBUG Segment 110 (GASS Hamilton Beats (5min)):
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DEBUG Segment 111 (GASS Hamilton Beats (5min)):
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DEBUG Segment 112 (GASS Hamilton Beats (5min)):
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DEBUG Segment 113 (GASS Hamilton Beats (5min)):
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DEBUG Segment 114 (GASS Hamilton Beats (5min)):
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DEBUG Segment 115 (GASS Hamilton Beats (5min)):
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DEBUG Segment 116 (GASS Hamilton Beats (5min)):
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DEBUG Segment 117 (GASS Hamilton Beats (5min)):
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DEBUG Segment 118 (GASS Hamilton Beats (5min)):
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DEBUG Segment 119 (GASS Hamilton Beats (5min)):
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DEBUG Segment 120 (GASS Hamilton Beats (5min)):
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DEBUG Segment 121 (GASS Hamilton Beats (5min)):
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DEBUG Segment 122 (GASS Hamilton Beats (5min)):
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DEBUG Segment 123 (GASS Hamilton Beats (5min)):
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DEBUG Segment 124 (GASS Hamilton Beats (5min)):
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DEBUG Segment 125 (GASS Hamilton Beats (5min)):
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DEBUG Segment 126 (GASS Hamilton Beats (5min)):
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DEBUG Segment 127 (GASS Hamilton Beats (5min)):
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DEBUG Segment 128 (GASS Hamilton Beats (5min)):
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DEBUG Segment 129 (GASS Hamilton Beats (5min)):
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DEBUG Segment 130 (GASS Hamilton Beats (5min)):
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DEBUG Segment 131 (GASS Hamilton Beats (5min)):
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DEBUG Segment 132 (GASS Hamilton Beats (5min)):
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DEBUG Segment 133 (GASS Hamilton Beats (5min)):
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DEBUG Segment 134 (GASS Hamilton Beats (5min)):
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DEBUG Segment 135 (GASS Hamilton Beats (5min)):
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DEBUG Segment 136 (GASS Hamilton Beats (5min)):
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DEBUG Segment 137 (GASS Hamilton Beats (5min)):
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DEBUG Segment 138 (GASS Hamilton Beats (5min)):
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DEBUG Segment 139 (GASS Hamilton Beats (5min)):
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DEBUG Segment 140 (GASS Hamilton Beats (5min)):
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DEBUG Segment 141 (GASS Hamilton Beats (5min)):
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DEBUG Segment 142 (GASS Hamilton Beats (5min)):
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DEBUG Segment 143 (GASS Hamilton Beats (5min)):
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DEBUG Segment 144 (GASS Hamilton Beats (5min)):
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DEBUG Segment 145 (GASS Hamilton Beats (5min)):
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DEBUG Segment 146 (GASS Hamilton Beats (5min)):
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DEBUG Segment 147 (GASS Hamilton Beats (5min)):
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DEBUG Segment 148 (GASS Hamilton Beats (5min)):
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DEBUG Segment 149 (GASS Hamilton Beats (5min)):
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DEBUG Segment 150 (GASS Hamilton Beats (5min)):
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DEBUG Segment 151 (GASS Hamilton Beats (5min)):
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DEBUG Segment 152 (GASS Hamilton Beats (5min)):
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DEBUG Segment 153 (GASS Hamilton Beats (5min)):
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DEBUG Segment 154 (GASS Hamilton Beats (5min)):
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DEBUG Segment 155 (GASS Hamilton Beats (5min)):
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DEBUG Segment 156 (GASS Hamilton Beats (5min)):
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DEBUG Segment 157 (GASS Hamilton Beats (5min)):
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DEBUG Segment 158 (GASS Hamilton Beats (5min)):
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DEBUG Segment 159 (GASS Hamilton Beats (5min)):
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DEBUG Segment 160 (GASS Hamilton Beats (5min)):
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DEBUG Segment 161 (GASS Hamilton Beats (5min)):
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DEBUG Segment 162 (GASS Hamilton Beats (5min)):
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DEBUG Segment 163 (GASS Hamilton Beats (5min)):
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DEBUG Segment 164 (GASS Hamilton Beats (5min)):
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DEBUG Segment 165 (GASS Hamilton Beats (5min)):
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DEBUG Segment 166 (GASS Hamilton Beats (5min)):
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DEBUG Segment 167 (GASS Hamilton Beats (5min)):
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DEBUG Segment 168 (GASS Hamilton Beats (5min)):
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DEBUG Segment 169 (GASS Hamilton Beats (5min)):
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DEBUG Segment 170 (GASS Hamilton Beats (5min)):
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DEBUG Segment 171 (GASS Hamilton Beats (5min)):
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DEBUG Segment 172 (GASS Hamilton Beats (5min)):
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DEBUG Segment 173 (GASS Hamilton Beats (5min)):
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DEBUG Segment 174 (GASS Hamilton Beats (5min)):
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DEBUG Segment 175 (GASS Hamilton Beats (5min)):
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DEBUG Segment 176 (GASS Hamilton Beats (5min)):
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DEBUG Segment 177 (GASS Hamilton Beats (5min)):
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DEBUG Segment 178 (GASS Hamilton Beats (5min)):
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DEBUG Segment 179 (GASS Hamilton Beats (5min)):
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DEBUG Segment 180 (GASS Hamilton Beats (5min)):
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DEBUG Segment 181 (GASS Hamilton Beats (5min)):
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DEBUG Segment 182 (GASS Hamilton Beats (5min)):
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DEBUG Segment 183 (GASS Hamilton Beats (5min)):
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DEBUG Segment 184 (GASS Hamilton Beats (5min)):
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DEBUG Segment 185 (GASS Hamilton Beats (5min)):
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DEBUG Segment 186 (GASS Hamilton Beats (5min)):
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DEBUG Segment 187 (GASS Hamilton Beats (5min)):
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DEBUG Segment 188 (GASS Hamilton Beats (5min)):
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DEBUG Segment 189 (GASS Hamilton Beats (5min)):
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DEBUG Segment 190 (GASS Hamilton Beats (5min)):
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DEBUG Segment 191 (GASS Hamilton Beats (5min)):
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DEBUG Segment 192 (GASS Hamilton Beats (5min)):
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DEBUG Segment 193 (GASS Hamilton Beats (5min)):
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DEBUG Segment 194 (GASS Hamilton Beats (5min)):
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DEBUG Segment 195 (GASS Hamilton Beats (5min)):
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DEBUG Segment 196 (GASS Hamilton Beats (5min)):
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DEBUG Segment 197 (GASS Hamilton Beats (5min)):
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DEBUG Segment 198 (GASS Hamilton Beats (5min)):
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DEBUG Segment 199 (GASS Hamilton Beats (5min)):
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DEBUG Segment 200 (GASS Hamilton Beats (5min)):
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DEBUG Segment 201 (GASS Hamilton Beats (5min)):
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DEBUG Segment 202 (GASS Hamilton Beats (5min)):
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DEBUG Segment 203 (GASS Hamilton Beats (5min)):
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DEBUG Segment 204 (GASS Hamilton Beats (5min)):
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DEBUG Segment 205 (GASS Hamilton Beats (5min)):
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DEBUG Segment 206 (GASS Hamilton Beats (5min)):
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DEBUG Segment 207 (GASS Hamilton Beats (5min)):
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DEBUG Segment 208 (GASS Hamilton Beats (5min)):
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DEBUG Segment 209 (GASS Hamilton Beats (5min)):
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DEBUG Segment 210 (GASS Hamilton Beats (5min)):
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DEBUG Segment 211 (GASS Hamilton Beats (5min)):
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DEBUG Segment 212 (GASS Hamilton Beats (5min)):
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DEBUG Segment 213 (GASS Hamilton Beats (5min)):
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DEBUG Segment 214 (GASS Hamilton Beats (5min)):
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DEBUG Segment 215 (GASS Hamilton Beats (5min)):
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DEBUG Segment 216 (GASS Hamilton Beats (5min)):
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DEBUG Segment 217 (GASS Hamilton Beats (5min)):
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DEBUG Segment 218 (GASS Hamilton Beats (5min)):
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DEBUG Segment 219 (GASS Hamilton Beats (5min)):
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DEBUG Segment 220 (GASS Hamilton Beats (5min)):
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DEBUG Segment 221 (GASS Hamilton Beats (5min)):
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DEBUG Segment 222 (GASS Hamilton Beats (5min)):
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DEBUG Segment 223 (GASS Hamilton Beats (5min)):
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DEBUG Segment 224 (GASS Hamilton Beats (5min)):
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DEBUG Segment 225 (GASS Hamilton Beats (5min)):
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DEBUG Segment 226 (GASS Hamilton Beats (5min)):
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DEBUG Segment 227 (GASS Hamilton Beats (5min)):
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DEBUG Segment 228 (GASS Hamilton Beats (5min)):
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DEBUG Segment 229 (GASS Hamilton Beats (5min)):
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DEBUG Segment 230 (GASS Hamilton Beats (5min)):
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DEBUG Segment 231 (GASS Hamilton Beats (5min)):
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DEBUG Segment 232 (GASS Hamilton Beats (5min)):
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DEBUG Segment 233 (GASS Hamilton Beats (5min)):
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DEBUG Segment 234 (GASS Hamilton Beats (5min)):
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DEBUG Segment 235 (GASS Hamilton Beats (5min)):
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DEBUG Segment 236 (GASS Hamilton Beats (5min)):
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DEBUG Segment 237 (GASS Hamilton Beats (5min)):
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DEBUG Segment 238 (GASS Hamilton Beats (5min)):
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DEBUG Segment 239 (GASS Hamilton Beats (5min)):
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DEBUG Segment 240 (GASS Hamilton Beats (5min)):
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DEBUG Segment 241 (GASS Hamilton Beats (5min)):
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DEBUG Segment 242 (GASS Hamilton Beats (5min)):
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DEBUG Segment 243 (GASS Hamilton Beats (5min)):
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DEBUG Segment 244 (GASS Hamilton Beats (5min)):
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DEBUG Segment 245 (GASS Hamilton Beats (5min)):
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DEBUG Segment 246 (GASS Hamilton Beats (5min)):
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DEBUG Segment 247 (GASS Hamilton Beats (5min)):
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DEBUG Segment 248 (GASS Hamilton Beats (5min)):
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DEBUG Segment 249 (GASS Hamilton Beats (5min)):
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DEBUG Segment 250 (GASS Hamilton Beats (5min)):
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DEBUG Segment 251 (GASS Hamilton Beats (5min)):
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DEBUG Segment 252 (GASS Hamilton Beats (5min)):
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DEBUG Segment 253 (GASS Hamilton Beats (5min)):
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DEBUG Segment 254 (GASS Hamilton Beats (5min)):
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DEBUG Segment 255 (GASS Hamilton Beats (5min)):
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DEBUG Segment 256 (GASS Hamilton Beats (5min)):
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DEBUG Segment 257 (GASS Hamilton Beats (5min)):
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DEBUG Segment 258 (GASS Hamilton Beats (5min)):
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DEBUG Segment 259 (GASS Hamilton Beats (5min)):
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DEBUG Segment 260 (GASS Hamilton Beats (5min)):
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DEBUG Segment 261 (GASS Hamilton Beats (5min)):
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DEBUG Segment 262 (GASS Hamilton Beats (5min)):
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DEBUG Segment 263 (GASS Hamilton Beats (5min)):
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DEBUG Segment 264 (GASS Hamilton Beats (5min)):
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DEBUG Segment 265 (GASS Hamilton Beats (5min)):
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DEBUG Segment 266 (GASS Hamilton Beats (5min)):
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DEBUG Segment 267 (GASS Hamilton Beats (5min)):
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DEBUG Segment 268 (GASS Hamilton Beats (5min)):
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DEBUG Segment 269 (GASS Hamilton Beats (5min)):
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DEBUG Segment 270 (GASS Hamilton Beats (5min)):
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DEBUG Segment 271 (GASS Hamilton Beats (5min)):
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DEBUG Segment 272 (GASS Hamilton Beats (5min)):
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DEBUG Segment 273 (GASS Hamilton Beats (5min)):
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DEBUG Segment 274 (GASS Hamilton Beats (5min)):
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DEBUG Segment 275 (GASS Hamilton Beats (5min)):
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DEBUG Segment 276 (GASS Hamilton Beats (5min)):
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DEBUG Segment 277 (GASS Hamilton Beats (5min)):
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DEBUG Segment 278 (GASS Hamilton Beats (5min)):
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DEBUG Segment 279 (GASS Hamilton Beats (5min)):
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DEBUG Segment 280 (GASS Hamilton Beats (5min)):
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DEBUG Segment 281 (GASS Hamilton Beats (5min)):
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DEBUG Segment 282 (GASS Hamilton Beats (5min)):
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DEBUG Segment 283 (GASS Hamilton Beats (5min)):
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DEBUG Segment 284 (GASS Hamilton Beats (5min)):
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DEBUG Segment 285 (GASS Hamilton Beats (5min)):
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DEBUG Segment 286 (GASS Hamilton Beats (5min)):
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DEBUG Segment 287 (GASS Hamilton Beats (5min)):
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DEBUG Segment 288 (GASS Hamilton Beats (5min)):
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DEBUG Segment 289 (GASS Hamilton Beats (5min)):
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DEBUG Segment 290 (GASS Hamilton Beats (5min)):
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DEBUG Segment 291 (GASS Hamilton Beats (5min)):
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DEBUG Segment 292 (GASS Hamilton Beats (5min)):
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DEBUG Segment 293 (GASS Hamilton Beats (5min)):
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DEBUG Segment 294 (GASS Hamilton Beats (5min)):
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DEBUG Segment 295 (GASS Hamilton Beats (5min)):
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DEBUG Segment 296 (GASS Hamilton Beats (5min)):
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DEBUG Segment 297 (GASS Hamilton Beats (5min)):
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DEBUG Segment 298 (GASS Hamilton Beats (5min)):
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DEBUG Segment 299 (GASS Hamilton Beats (5min)):
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DEBUG Segment 300 (GASS Hamilton Beats (5min)):
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DEBUG Segment 301 (GASS Hamilton Beats (5min)):
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DEBUG Segment 302 (GASS Hamilton Beats (5min)):
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DEBUG Segment 303 (GASS Hamilton Beats (5min)):
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DEBUG Segment 304 (GASS Hamilton Beats (5min)):
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DEBUG Segment 305 (GASS Hamilton Beats (5min)):
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DEBUG Segment 306 (GASS Hamilton Beats (5min)):
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DEBUG Segment 307 (GASS Hamilton Beats (5min)):
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DEBUG Segment 308 (GASS Hamilton Beats (5min)):
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DEBUG Segment 309 (GASS Hamilton Beats (5min)):
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DEBUG Segment 310 (GASS Hamilton Beats (5min)):
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DEBUG Segment 311 (GASS Hamilton Beats (5min)):
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DEBUG Segment 312 (GASS Hamilton Beats (5min)):
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DEBUG Segment 313 (GASS Hamilton Beats (5min)):
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DEBUG Segment 314 (GASS Hamilton Beats (5min)):
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DEBUG Segment 315 (GASS Hamilton Beats (5min)):
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DEBUG Segment 316 (GASS Hamilton Beats (5min)):
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DEBUG Segment 317 (GASS Hamilton Beats (5min)):
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DEBUG Segment 318 (GASS Hamilton Beats (5min)):
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DEBUG Segment 319 (GASS Hamilton Beats (5min)):
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DEBUG Segment 320 (GASS Hamilton Beats (5min)):
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DEBUG Segment 321 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 322 (GASS Hamilton Beats (5min)):
Original[4:9]: [-45 -47 -47 -48 -49]
Recon[4:9]:    [-45 -47 -47 -48 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 323 (GASS Hamilton Beats (5min)):
Original[4:9]: [-55 -56 -55 -50 -53]
Recon[4:9]:    [-55 -56 -55 -50 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 324 (GASS Hamilton Beats (5min)):
Original[4:9]: [-40 -41 -44 -44 -42]
Recon[4:9]:    [-40 -41 -44 -44 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 325 (GASS Hamilton Beats (5min)):
Original[4:9]: [-30 -30 -32 -32 -30]
Recon[4:9]:    [-30 -30 -32 -32 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 326 (GASS Hamilton Beats (5min)):
Original[4:9]: [-37 -39 -41 -40 -42]
Recon[4:9]:    [-37 -39 -41 -40 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 327 (GASS Hamilton Beats (5min)):
Original[4:9]: [-66 -68 -67 -70 -70]
Recon[4:9]:    [-66 -68 -67 -70 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 328 (GASS Hamilton Beats (5min)):
Original[4:9]: [-65 -64 -64 -62 -63]
Recon[4:9]:    [-65 -64 -64 -62 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 329 (GASS Hamilton Beats (5min)):
Original[4:9]: [-54 -57 -57 -58 -61]
Recon[4:9]:    [-54 -57 -57 -58 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 330 (GASS Hamilton Beats (5min)):
Original[4:9]: [-48 -51 -51 -52 -51]
Recon[4:9]:    [-48 -51 -51 -52 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 331 (GASS Hamilton Beats (5min)):
Original[4:9]: [-56 -58 -56 -54 -56]
Recon[4:9]:    [-56 -58 -56 -54 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 332 (GASS Hamilton Beats (5min)):
Original[4:9]: [-46 -47 -46 -45 -45]
Recon[4:9]:    [-46 -47 -46 -45 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 333 (GASS Hamilton Beats (5min)):
Original[4:9]: [-45 -47 -47 -44 -44]
Recon[4:9]:    [-45 -47 -47 -44 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 334 (GASS Hamilton Beats (5min)):
Original[4:9]: [-56 -54 -53 -52 -53]
Recon[4:9]:    [-56 -54 -53 -52 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 335 (GASS Hamilton Beats (5min)):
Original[4:9]: [-59 -61 -63 -60 -59]
Recon[4:9]:    [-59 -61 -63 -60 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 336 (GASS Hamilton Beats (5min)):
Original[4:9]: [-50 -52 -54 -53 -51]
Recon[4:9]:    [-50 -52 -54 -53 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 337 (GASS Hamilton Beats (5min)):
Original[4:9]: [-49 -48 -46 -50 -52]
Recon[4:9]:    [-49 -48 -46 -50 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 338 (GASS Hamilton Beats (5min)):
Original[4:9]: [-56 -58 -58 -59 -59]
Recon[4:9]:    [-56 -58 -58 -59 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 339 (GASS Hamilton Beats (5min)):
Original[4:9]: [-62 -62 -65 -64 -63]
Recon[4:9]:    [-62 -62 -65 -64 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 340 (GASS Hamilton Beats (5min)):
Original[4:9]: [-51 -53 -55 -57 -56]
Recon[4:9]:    [-51 -53 -55 -57 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 341 (GASS Hamilton Beats (5min)):
Original[4:9]: [-53 -53 -52 -52 -53]
Recon[4:9]:    [-53 -53 -52 -52 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 342 (GASS Hamilton Beats (5min)):
Original[4:9]: [-72 -72 -69 -66 -65]
Recon[4:9]:    [-72 -72 -69 -66 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 343 (GASS Hamilton Beats (5min)):
Original[4:9]: [-79 -82 -78 -78 -78]
Recon[4:9]:    [-79 -82 -78 -78 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 344 (GASS Hamilton Beats (5min)):
Original[4:9]: [-58 -57 -55 -56 -60]
Recon[4:9]:    [-58 -57 -55 -56 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 345 (GASS Hamilton Beats (5min)):
Original[4:9]: [-49 -49 -46 -49 -54]
Recon[4:9]:    [-49 -49 -46 -49 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 346 (GASS Hamilton Beats (5min)):
Original[4:9]: [-58 -56 -54 -57 -59]
Recon[4:9]:    [-58 -56 -54 -57 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 347 (GASS Hamilton Beats (5min)):
Original[4:9]: [-64 -63 -62 -61 -63]
Recon[4:9]:    [-64 -63 -62 -61 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 348 (GASS Hamilton Beats (5min)):
Original[4:9]: [-60 -61 -63 -65 -65]
Recon[4:9]:    [-60 -61 -63 -65 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 349 (GASS Hamilton Beats (5min)):
Original[4:9]: [-67 -67 -68 -67 -69]
Recon[4:9]:    [-67 -67 -68 -67 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 350 (GASS Hamilton Beats (5min)):
Original[4:9]: [-79 -77 -77 -77 -80]
Recon[4:9]:    [-79 -77 -77 -77 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 351 (GASS Hamilton Beats (5min)):
Original[4:9]: [-60 -60 -63 -62 -61]
Recon[4:9]:    [-60 -60 -63 -62 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 352 (GASS Hamilton Beats (5min)):
Original[4:9]: [-53 -54 -56 -57 -57]
Recon[4:9]:    [-53 -54 -56 -57 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 353 (GASS Hamilton Beats (5min)):
Original[4:9]: [-61 -60 -61 -61 -63]
Recon[4:9]:    [-61 -60 -61 -61 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 354 (GASS Hamilton Beats (5min)):
Original[4:9]: [-60 -59 -63 -64 -62]
Recon[4:9]:    [-60 -59 -63 -64 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 355 (GASS Hamilton Beats (5min)):
Original[4:9]: [-60 -62 -63 -63 -61]
Recon[4:9]:    [-60 -62 -63 -63 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 356 (GASS Hamilton Beats (5min)):
Original[4:9]: [-59 -57 -58 -59 -63]
Recon[4:9]:    [-59 -57 -58 -59 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 357 (GASS Hamilton Beats (5min)):
Original[4:9]: [-56 -61 -62 -63 -60]
Recon[4:9]:    [-56 -61 -62 -63 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 358 (GASS Hamilton Beats (5min)):
Original[4:9]: [-47 -46 -46 -44 -43]
Recon[4:9]:    [-47 -46 -46 -44 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 359 (GASS Hamilton Beats (5min)):
Original[4:9]: [-44 -44 -45 -49 -49]
Recon[4:9]:    [-44 -44 -45 -49 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 360 (GASS Hamilton Beats (5min)):
Original[4:9]: [-59 -62 -60 -58 -59]
Recon[4:9]:    [-59 -62 -60 -58 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 361 (GASS Hamilton Beats (5min)):
Original[4:9]: [-68 -71 -71 -72 -69]
Recon[4:9]:    [-68 -71 -71 -72 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 362 (GASS Hamilton Beats (5min)):
Original[4:9]: [-63 -63 -65 -68 -64]
Recon[4:9]:    [-63 -63 -65 -68 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 363 (GASS Hamilton Beats (5min)):
Original[4:9]: [-61 -64 -63 -62 -61]
Recon[4:9]:    [-61 -64 -63 -62 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 364 (GASS Hamilton Beats (5min)):
Original[4:9]: [-61 -61 -61 -62 -60]
Recon[4:9]:    [-61 -61 -61 -62 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 365 (GASS Hamilton Beats (5min)):
Original[4:9]: [-51 -52 -51 -50 -50]
Recon[4:9]:    [-51 -52 -51 -50 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 366 (GASS Hamilton Beats (5min)):
Original[4:9]: [-40 -41 -43 -42 -40]
Recon[4:9]:    [-40 -41 -43 -42 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 367 (GASS Hamilton Beats (5min)):
Original[4:9]: [-55 -52 -49 -51 -52]
Recon[4:9]:    [-55 -52 -49 -51 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 368 (GASS Hamilton Beats (5min)):
Original[4:9]: [-68 -70 -71 -73 -70]
Recon[4:9]:    [-68 -70 -71 -73 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 369 (GASS Hamilton Beats (5min)):
Original[4:9]: [-65 -62 -62 -62 -65]
Recon[4:9]:    [-65 -62 -62 -62 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 370 (GASS Hamilton Beats (5min)):
Original[4:9]: [-56 -55 -59 -60 -58]
Recon[4:9]:    [-56 -55 -59 -60 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- GASS Hamilton Beats (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added GASS results for Hamilton Beats: CR Rice=2.006, CR Huff=2.307, mean L2=17.54316

=== Record 101 ===

Loading FULL record 101 (ADC units)...
Loaded 650000 ADC samples at 360 Hz
Best params for LMS Block 512 (10s): {'order': 4, 'mu': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (LMS Block 512 (5min)):
Original[4:9]: [-69 -69 -69 -69 -66]
Recon[4:9]:    [-69 -69 -69 -69 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (LMS Block 512 (5min)):
Original[4:9]: [-47 -48 -47 -47 -48]
Recon[4:9]:    [-47 -48 -47 -47 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (LMS Block 512 (5min)):
Original[4:9]: [ 41  92 143 195 219]
Recon[4:9]:    [ 41  92 143 195 219]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (LMS Block 512 (5min)):
Original[4:9]: [-68 -69 -69 -68 -64]
Recon[4:9]:    [-68 -69 -69 -68 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (LMS Block 512 (5min)):
Original[4:9]: [-118 -115 -111 -111 -112]
Recon[4:9]:    [-118 -115 -111 -111 -112]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (LMS Block 512 (5min)):
Original[4:9]: [-57 -56 -57 -58 -60]
Recon[4:9]:    [-57 -56 -57 -58 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (LMS Block 512 (5min)):
Original[4:9]: [-39 -40 -39 -31 -26]
Recon[4:9]:    [-39 -40 -39 -31 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (LMS Block 512 (5min)):
Original[4:9]: [-51 -51 -54 -56 -57]
Recon[4:9]:    [-51 -51 -54 -56 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (LMS Block 512 (5min)):
Original[4:9]: [-65 -62 -62 -66 -69]
Recon[4:9]:    [-65 -62 -62 -66 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (LMS Block 512 (5min)):
Original[4:9]: [79 30 10 11  7]
Recon[4:9]:    [79 30 10 11  7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (LMS Block 512 (5min)):
Original[4:9]: [-70 -71 -67 -67 -65]
Recon[4:9]:    [-70 -71 -67 -67 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (LMS Block 512 (5min)):
Original[4:9]: [-80 -74 -75 -74 -73]
Recon[4:9]:    [-80 -74 -75 -74 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (LMS Block 512 (5min)):
Original[4:9]: [-67 -65 -65 -66 -63]
Recon[4:9]:    [-67 -65 -65 -66 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (LMS Block 512 (5min)):
Original[4:9]: [-44 -47 -47 -47 -48]
Recon[4:9]:    [-44 -47 -47 -47 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (LMS Block 512 (5min)):
Original[4:9]: [-97 -96 -94 -94 -95]
Recon[4:9]:    [-97 -96 -94 -94 -95]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (LMS Block 512 (5min)):
Original[4:9]: [-72 -72 -72 -74 -72]
Recon[4:9]:    [-72 -72 -72 -74 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (LMS Block 512 (5min)):
Original[4:9]: [-73 -72 -71 -67 -63]
Recon[4:9]:    [-73 -72 -71 -67 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (LMS Block 512 (5min)):
Original[4:9]: [-61 -61 -65 -73 -78]
Recon[4:9]:    [-61 -61 -65 -73 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (LMS Block 512 (5min)):
Original[4:9]: [-64 -60 -60 -62 -62]
Recon[4:9]:    [-64 -60 -60 -62 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (LMS Block 512 (5min)):
Original[4:9]: [-1  3  5  9 11]
Recon[4:9]:    [-1  3  5  9 11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (LMS Block 512 (5min)):
Original[4:9]: [-36 -39 -41 -43 -46]
Recon[4:9]:    [-36 -39 -41 -43 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (LMS Block 512 (5min)):
Original[4:9]: [-72 -74 -70 -71 -71]
Recon[4:9]:    [-72 -74 -70 -71 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (LMS Block 512 (5min)):
Original[4:9]: [-66 -61 -62 -68 -73]
Recon[4:9]:    [-66 -61 -62 -68 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (LMS Block 512 (5min)):
Original[4:9]: [-79 -80 -73 -69 -70]
Recon[4:9]:    [-79 -80 -73 -69 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (LMS Block 512 (5min)):
Original[4:9]: [-35 -40 -40 -43 -40]
Recon[4:9]:    [-35 -40 -40 -43 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (LMS Block 512 (5min)):
Original[4:9]: [-58 -57 -59 -59 -57]
Recon[4:9]:    [-58 -57 -59 -59 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (LMS Block 512 (5min)):
Original[4:9]: [-82 -84 -83 -82 -83]
Recon[4:9]:    [-82 -84 -83 -82 -83]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (LMS Block 512 (5min)):
Original[4:9]: [ -97 -101  -95  -74  -51]
Recon[4:9]:    [ -97 -101  -95  -74  -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (LMS Block 512 (5min)):
Original[4:9]: [ 19  10  -7 -14 -17]
Recon[4:9]:    [ 19  10  -7 -14 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (LMS Block 512 (5min)):
Original[4:9]: [-74 -78 -69 -57 -46]
Recon[4:9]:    [-74 -78 -69 -57 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (LMS Block 512 (5min)):
Original[4:9]: [-60 -56 -56 -56 -58]
Recon[4:9]:    [-60 -56 -56 -56 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (LMS Block 512 (5min)):
Original[4:9]: [-41 -42 -50 -52 -54]
Recon[4:9]:    [-41 -42 -50 -52 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (LMS Block 512 (5min)):
Original[4:9]: [-78 -79 -79 -78 -76]
Recon[4:9]:    [-78 -79 -79 -78 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (LMS Block 512 (5min)):
Original[4:9]: [-5  2  3  8  6]
Recon[4:9]:    [-5  2  3  8  6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (LMS Block 512 (5min)):
Original[4:9]: [-54 -54 -53 -58 -57]
Recon[4:9]:    [-54 -54 -53 -58 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (LMS Block 512 (5min)):
Original[4:9]: [-39 -42 -44 -45 -47]
Recon[4:9]:    [-39 -42 -44 -45 -47]
Raw difference: [0 0 0 0 0]
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DEBUG Segment 36 (LMS Block 512 (5min)):
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DEBUG Segment 37 (LMS Block 512 (5min)):
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DEBUG Segment 38 (LMS Block 512 (5min)):
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DEBUG Segment 39 (LMS Block 512 (5min)):
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DEBUG Segment 40 (LMS Block 512 (5min)):
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DEBUG Segment 41 (LMS Block 512 (5min)):
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DEBUG Segment 42 (LMS Block 512 (5min)):
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DEBUG Segment 43 (LMS Block 512 (5min)):
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DEBUG Segment 44 (LMS Block 512 (5min)):
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DEBUG Segment 45 (LMS Block 512 (5min)):
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DEBUG Segment 46 (LMS Block 512 (5min)):
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DEBUG Segment 47 (LMS Block 512 (5min)):
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DEBUG Segment 48 (LMS Block 512 (5min)):
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DEBUG Segment 49 (LMS Block 512 (5min)):
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DEBUG Segment 50 (LMS Block 512 (5min)):
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DEBUG Segment 51 (LMS Block 512 (5min)):
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DEBUG Segment 52 (LMS Block 512 (5min)):
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DEBUG Segment 53 (LMS Block 512 (5min)):
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DEBUG Segment 54 (LMS Block 512 (5min)):
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DEBUG Segment 55 (LMS Block 512 (5min)):
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DEBUG Segment 56 (LMS Block 512 (5min)):
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DEBUG Segment 57 (LMS Block 512 (5min)):
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DEBUG Segment 58 (LMS Block 512 (5min)):
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DEBUG Segment 59 (LMS Block 512 (5min)):
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DEBUG Segment 60 (LMS Block 512 (5min)):
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DEBUG Segment 61 (LMS Block 512 (5min)):
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DEBUG Segment 62 (LMS Block 512 (5min)):
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DEBUG Segment 63 (LMS Block 512 (5min)):
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DEBUG Segment 64 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 65 (LMS Block 512 (5min)):
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DEBUG Segment 66 (LMS Block 512 (5min)):
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DEBUG Segment 67 (LMS Block 512 (5min)):
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DEBUG Segment 68 (LMS Block 512 (5min)):
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DEBUG Segment 69 (LMS Block 512 (5min)):
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DEBUG Segment 70 (LMS Block 512 (5min)):
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DEBUG Segment 71 (LMS Block 512 (5min)):
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DEBUG Segment 72 (LMS Block 512 (5min)):
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DEBUG Segment 73 (LMS Block 512 (5min)):
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DEBUG Segment 74 (LMS Block 512 (5min)):
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DEBUG Segment 75 (LMS Block 512 (5min)):
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DEBUG Segment 76 (LMS Block 512 (5min)):
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DEBUG Segment 77 (LMS Block 512 (5min)):
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DEBUG Segment 78 (LMS Block 512 (5min)):
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DEBUG Segment 79 (LMS Block 512 (5min)):
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DEBUG Segment 80 (LMS Block 512 (5min)):
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DEBUG Segment 81 (LMS Block 512 (5min)):
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DEBUG Segment 82 (LMS Block 512 (5min)):
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DEBUG Segment 83 (LMS Block 512 (5min)):
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DEBUG Segment 84 (LMS Block 512 (5min)):
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DEBUG Segment 85 (LMS Block 512 (5min)):
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DEBUG Segment 86 (LMS Block 512 (5min)):
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DEBUG Segment 87 (LMS Block 512 (5min)):
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DEBUG Segment 88 (LMS Block 512 (5min)):
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DEBUG Segment 89 (LMS Block 512 (5min)):
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DEBUG Segment 90 (LMS Block 512 (5min)):
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DEBUG Segment 91 (LMS Block 512 (5min)):
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DEBUG Segment 92 (LMS Block 512 (5min)):
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DEBUG Segment 93 (LMS Block 512 (5min)):
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DEBUG Segment 94 (LMS Block 512 (5min)):
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DEBUG Segment 95 (LMS Block 512 (5min)):
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DEBUG Segment 96 (LMS Block 512 (5min)):
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DEBUG Segment 97 (LMS Block 512 (5min)):
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DEBUG Segment 98 (LMS Block 512 (5min)):
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DEBUG Segment 99 (LMS Block 512 (5min)):
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DEBUG Segment 100 (LMS Block 512 (5min)):
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DEBUG Segment 101 (LMS Block 512 (5min)):
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DEBUG Segment 102 (LMS Block 512 (5min)):
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DEBUG Segment 103 (LMS Block 512 (5min)):
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DEBUG Segment 104 (LMS Block 512 (5min)):
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DEBUG Segment 105 (LMS Block 512 (5min)):
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DEBUG Segment 106 (LMS Block 512 (5min)):
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DEBUG Segment 107 (LMS Block 512 (5min)):
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DEBUG Segment 108 (LMS Block 512 (5min)):
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DEBUG Segment 109 (LMS Block 512 (5min)):
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DEBUG Segment 110 (LMS Block 512 (5min)):
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DEBUG Segment 111 (LMS Block 512 (5min)):
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DEBUG Segment 112 (LMS Block 512 (5min)):
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DEBUG Segment 113 (LMS Block 512 (5min)):
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DEBUG Segment 114 (LMS Block 512 (5min)):
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DEBUG Segment 115 (LMS Block 512 (5min)):
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DEBUG Segment 116 (LMS Block 512 (5min)):
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DEBUG Segment 117 (LMS Block 512 (5min)):
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DEBUG Segment 118 (LMS Block 512 (5min)):
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DEBUG Segment 119 (LMS Block 512 (5min)):
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DEBUG Segment 120 (LMS Block 512 (5min)):
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DEBUG Segment 121 (LMS Block 512 (5min)):
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DEBUG Segment 122 (LMS Block 512 (5min)):
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DEBUG Segment 123 (LMS Block 512 (5min)):
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DEBUG Segment 124 (LMS Block 512 (5min)):
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DEBUG Segment 125 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 126 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 127 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 128 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 129 (LMS Block 512 (5min)):
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DEBUG Segment 130 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 131 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 132 (LMS Block 512 (5min)):
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DEBUG Segment 133 (LMS Block 512 (5min)):
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DEBUG Segment 134 (LMS Block 512 (5min)):
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DEBUG Segment 135 (LMS Block 512 (5min)):
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DEBUG Segment 136 (LMS Block 512 (5min)):
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DEBUG Segment 137 (LMS Block 512 (5min)):
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DEBUG Segment 138 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 139 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 140 (LMS Block 512 (5min)):
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DEBUG Segment 141 (LMS Block 512 (5min)):
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DEBUG Segment 142 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 143 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 144 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 145 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 146 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 147 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 148 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 149 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 150 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 151 (LMS Block 512 (5min)):
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DEBUG Segment 152 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 153 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 154 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 155 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 156 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 157 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 158 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 159 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 160 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 161 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 162 (LMS Block 512 (5min)):
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DEBUG Segment 163 (LMS Block 512 (5min)):
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DEBUG Segment 164 (LMS Block 512 (5min)):
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DEBUG Segment 165 (LMS Block 512 (5min)):
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DEBUG Segment 166 (LMS Block 512 (5min)):
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DEBUG Segment 167 (LMS Block 512 (5min)):
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DEBUG Segment 168 (LMS Block 512 (5min)):
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DEBUG Segment 169 (LMS Block 512 (5min)):
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DEBUG Segment 170 (LMS Block 512 (5min)):
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DEBUG Segment 171 (LMS Block 512 (5min)):
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DEBUG Segment 172 (LMS Block 512 (5min)):
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DEBUG Segment 173 (LMS Block 512 (5min)):
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DEBUG Segment 174 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 175 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 176 (LMS Block 512 (5min)):
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DEBUG Segment 177 (LMS Block 512 (5min)):
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DEBUG Segment 178 (LMS Block 512 (5min)):
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DEBUG Segment 179 (LMS Block 512 (5min)):
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DEBUG Segment 180 (LMS Block 512 (5min)):
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DEBUG Segment 181 (LMS Block 512 (5min)):
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DEBUG Segment 182 (LMS Block 512 (5min)):
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DEBUG Segment 183 (LMS Block 512 (5min)):
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DEBUG Segment 184 (LMS Block 512 (5min)):
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DEBUG Segment 185 (LMS Block 512 (5min)):
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DEBUG Segment 186 (LMS Block 512 (5min)):
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DEBUG Segment 187 (LMS Block 512 (5min)):
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DEBUG Segment 188 (LMS Block 512 (5min)):
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DEBUG Segment 189 (LMS Block 512 (5min)):
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DEBUG Segment 190 (LMS Block 512 (5min)):
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DEBUG Segment 191 (LMS Block 512 (5min)):
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DEBUG Segment 192 (LMS Block 512 (5min)):
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DEBUG Segment 193 (LMS Block 512 (5min)):
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DEBUG Segment 194 (LMS Block 512 (5min)):
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DEBUG Segment 195 (LMS Block 512 (5min)):
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DEBUG Segment 196 (LMS Block 512 (5min)):
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DEBUG Segment 197 (LMS Block 512 (5min)):
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DEBUG Segment 198 (LMS Block 512 (5min)):
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DEBUG Segment 199 (LMS Block 512 (5min)):
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DEBUG Segment 200 (LMS Block 512 (5min)):
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DEBUG Segment 201 (LMS Block 512 (5min)):
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DEBUG Segment 202 (LMS Block 512 (5min)):
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DEBUG Segment 203 (LMS Block 512 (5min)):
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DEBUG Segment 204 (LMS Block 512 (5min)):
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DEBUG Segment 205 (LMS Block 512 (5min)):
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DEBUG Segment 206 (LMS Block 512 (5min)):
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DEBUG Segment 207 (LMS Block 512 (5min)):
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DEBUG Segment 208 (LMS Block 512 (5min)):
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DEBUG Segment 209 (LMS Block 512 (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 210 (LMS Block 512 (5min)):
Original[4:9]: [-63 -66 -68 -70 -70]
Recon[4:9]:    [-63 -66 -68 -70 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- LMS Block 512 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added LMS results for Block 512: CR Rice=1.747, CR Huff=1.873, mean L2=26.20369
Best params for NLMS Block 512 (10s): {'order': 4, 'mu': 0.01} (avg l2-norm=0.00000)

DEBUG Segment 0 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-69 -69 -69 -69 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (NLMS Block 512 (5min)):
Original[4:9]: [-47 -48 -47 -47 -48]
Recon[4:9]:    [-47 -48 -47 -47 -48]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (NLMS Block 512 (5min)):
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Recon[4:9]:    [ 41  92 143 195 219]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (NLMS Block 512 (5min)):
Original[4:9]: [-68 -69 -69 -68 -64]
Recon[4:9]:    [-68 -69 -69 -68 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-118 -115 -111 -111 -112]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (NLMS Block 512 (5min)):
Original[4:9]: [-57 -56 -57 -58 -60]
Recon[4:9]:    [-57 -56 -57 -58 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (NLMS Block 512 (5min)):
Original[4:9]: [-39 -40 -39 -31 -26]
Recon[4:9]:    [-39 -40 -39 -31 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-51 -51 -54 -56 -57]
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L2 calculation: 0.0

DEBUG Segment 8 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-65 -62 -62 -66 -69]
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L2 calculation: 0.0

DEBUG Segment 9 (NLMS Block 512 (5min)):
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Recon[4:9]:    [79 30 10 11  7]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-70 -71 -67 -67 -65]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-80 -74 -75 -74 -73]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-67 -65 -65 -66 -63]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-44 -47 -47 -47 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-97 -96 -94 -94 -95]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-72 -72 -72 -74 -72]
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L2 calculation: 0.0

DEBUG Segment 16 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-73 -72 -71 -67 -63]
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L2 calculation: 0.0

DEBUG Segment 17 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-61 -61 -65 -73 -78]
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L2 calculation: 0.0

DEBUG Segment 18 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-64 -60 -60 -62 -62]
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L2 calculation: 0.0

DEBUG Segment 19 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-1  3  5  9 11]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-36 -39 -41 -43 -46]
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L2 calculation: 0.0

DEBUG Segment 21 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-72 -74 -70 -71 -71]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (NLMS Block 512 (5min)):
Original[4:9]: [-66 -61 -62 -68 -73]
Recon[4:9]:    [-66 -61 -62 -68 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (NLMS Block 512 (5min)):
Original[4:9]: [-79 -80 -73 -69 -70]
Recon[4:9]:    [-79 -80 -73 -69 -70]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-35 -40 -40 -43 -40]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (NLMS Block 512 (5min)):
Original[4:9]: [-58 -57 -59 -59 -57]
Recon[4:9]:    [-58 -57 -59 -59 -57]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (NLMS Block 512 (5min)):
Original[4:9]: [-82 -84 -83 -82 -83]
Recon[4:9]:    [-82 -84 -83 -82 -83]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (NLMS Block 512 (5min)):
Original[4:9]: [ -97 -101  -95  -74  -51]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (NLMS Block 512 (5min)):
Original[4:9]: [ 19  10  -7 -14 -17]
Recon[4:9]:    [ 19  10  -7 -14 -17]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (NLMS Block 512 (5min)):
Original[4:9]: [-74 -78 -69 -57 -46]
Recon[4:9]:    [-74 -78 -69 -57 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (NLMS Block 512 (5min)):
Original[4:9]: [-60 -56 -56 -56 -58]
Recon[4:9]:    [-60 -56 -56 -56 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (NLMS Block 512 (5min)):
Original[4:9]: [-41 -42 -50 -52 -54]
Recon[4:9]:    [-41 -42 -50 -52 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (NLMS Block 512 (5min)):
Original[4:9]: [-78 -79 -79 -78 -76]
Recon[4:9]:    [-78 -79 -79 -78 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (NLMS Block 512 (5min)):
Original[4:9]: [-5  2  3  8  6]
Recon[4:9]:    [-5  2  3  8  6]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (NLMS Block 512 (5min)):
Original[4:9]: [-54 -54 -53 -58 -57]
Recon[4:9]:    [-54 -54 -53 -58 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (NLMS Block 512 (5min)):
Original[4:9]: [-39 -42 -44 -45 -47]
Recon[4:9]:    [-39 -42 -44 -45 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (NLMS Block 512 (5min)):
Original[4:9]: [-78 -77 -76 -75 -76]
Recon[4:9]:    [-78 -77 -76 -75 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (NLMS Block 512 (5min)):
Original[4:9]: [-59 -57 -57 -59 -62]
Recon[4:9]:    [-59 -57 -57 -59 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (NLMS Block 512 (5min)):
Original[4:9]: [-71 -72 -74 -76 -74]
Recon[4:9]:    [-71 -72 -74 -76 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (NLMS Block 512 (5min)):
Original[4:9]: [-40 -44 -45 -45 -45]
Recon[4:9]:    [-40 -44 -45 -45 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (NLMS Block 512 (5min)):
Original[4:9]: [-119 -114 -101  -75  -37]
Recon[4:9]:    [-119 -114 -101  -75  -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (NLMS Block 512 (5min)):
Original[4:9]: [-88 -89 -92 -91 -89]
Recon[4:9]:    [-88 -89 -92 -91 -89]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (NLMS Block 512 (5min)):
Original[4:9]: [-68 -72 -73 -75 -79]
Recon[4:9]:    [-68 -72 -73 -75 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (NLMS Block 512 (5min)):
Original[4:9]: [-64 -63 -63 -64 -66]
Recon[4:9]:    [-64 -63 -63 -64 -66]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (NLMS Block 512 (5min)):
Original[4:9]: [-80 -78 -79 -77 -76]
Recon[4:9]:    [-80 -78 -79 -77 -76]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (NLMS Block 512 (5min)):
Original[4:9]: [-85 -84 -86 -85 -84]
Recon[4:9]:    [-85 -84 -86 -85 -84]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (NLMS Block 512 (5min)):
Original[4:9]: [-18 -17 -14 -13 -14]
Recon[4:9]:    [-18 -17 -14 -13 -14]
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L2 calculation: 0.0

DEBUG Segment 47 (NLMS Block 512 (5min)):
Original[4:9]: [-26 -24 -26 -27 -27]
Recon[4:9]:    [-26 -24 -26 -27 -27]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (NLMS Block 512 (5min)):
Original[4:9]: [-6 -9 -9 -7 -8]
Recon[4:9]:    [-6 -9 -9 -7 -8]
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L2 calculation: 0.0

DEBUG Segment 49 (NLMS Block 512 (5min)):
Original[4:9]: [-52 -54 -51 -52 -56]
Recon[4:9]:    [-52 -54 -51 -52 -56]
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L2 calculation: 0.0

DEBUG Segment 50 (NLMS Block 512 (5min)):
Original[4:9]: [-46 -46 -46 -49 -49]
Recon[4:9]:    [-46 -46 -46 -49 -49]
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L2 calculation: 0.0

DEBUG Segment 51 (NLMS Block 512 (5min)):
Original[4:9]: [-44 -46 -47 -49 -50]
Recon[4:9]:    [-44 -46 -47 -49 -50]
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L2 calculation: 0.0

DEBUG Segment 52 (NLMS Block 512 (5min)):
Original[4:9]: [-83 -78 -53 -15  31]
Recon[4:9]:    [-83 -78 -53 -15  31]
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L2 calculation: 0.0

DEBUG Segment 53 (NLMS Block 512 (5min)):
Original[4:9]: [-68 -64 -65 -67 -69]
Recon[4:9]:    [-68 -64 -65 -67 -69]
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L2 calculation: 0.0

DEBUG Segment 54 (NLMS Block 512 (5min)):
Original[4:9]: [-105 -109 -110 -109 -108]
Recon[4:9]:    [-105 -109 -110 -109 -108]
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L2 calculation: 0.0

DEBUG Segment 55 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-70 -72 -73 -68 -66]
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L2 calculation: 0.0

DEBUG Segment 56 (NLMS Block 512 (5min)):
Original[4:9]: [-48 -50 -48 -49 -52]
Recon[4:9]:    [-48 -50 -48 -49 -52]
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L2 calculation: 0.0

DEBUG Segment 57 (NLMS Block 512 (5min)):
Original[4:9]: [-59 -60 -61 -65 -65]
Recon[4:9]:    [-59 -60 -61 -65 -65]
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L2 calculation: 0.0

DEBUG Segment 58 (NLMS Block 512 (5min)):
Original[4:9]: [-61 -65 -66 -62 -61]
Recon[4:9]:    [-61 -65 -66 -62 -61]
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L2 calculation: 0.0

DEBUG Segment 59 (NLMS Block 512 (5min)):
Original[4:9]: [-63 -61 -58 -60 -63]
Recon[4:9]:    [-63 -61 -58 -60 -63]
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L2 calculation: 0.0

DEBUG Segment 60 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-74 -74 -74 -78 -78]
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L2 calculation: 0.0

DEBUG Segment 61 (NLMS Block 512 (5min)):
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DEBUG Segment 62 (NLMS Block 512 (5min)):
Original[4:9]: [-25 -23 -19 -22 -27]
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DEBUG Segment 63 (NLMS Block 512 (5min)):
Original[4:9]: [122 174 191 155  85]
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L2 calculation: 0.0

DEBUG Segment 64 (NLMS Block 512 (5min)):
Original[4:9]: [-93 -96 -99 -95 -93]
Recon[4:9]:    [-93 -96 -99 -95 -93]
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L2 calculation: 0.0

DEBUG Segment 65 (NLMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 66 (NLMS Block 512 (5min)):
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Recon[4:9]:    [128 131 129 127 122]
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L2 calculation: 0.0

DEBUG Segment 67 (NLMS Block 512 (5min)):
Original[4:9]: [-47 -48 -50 -49 -48]
Recon[4:9]:    [-47 -48 -50 -49 -48]
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L2 calculation: 0.0

DEBUG Segment 68 (NLMS Block 512 (5min)):
Original[4:9]: [-144 -145 -148 -145 -147]
Recon[4:9]:    [-144 -145 -148 -145 -147]
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L2 calculation: 0.0

DEBUG Segment 69 (NLMS Block 512 (5min)):
Original[4:9]: [-181 -179 -180 -184 -184]
Recon[4:9]:    [-181 -179 -180 -184 -184]
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L2 calculation: 0.0

DEBUG Segment 70 (NLMS Block 512 (5min)):
Original[4:9]: [-186 -186 -185 -187 -185]
Recon[4:9]:    [-186 -186 -185 -187 -185]
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L2 calculation: 0.0

DEBUG Segment 71 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-174 -174 -177 -180 -184]
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L2 calculation: 0.0

DEBUG Segment 72 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-134 -131 -127 -131 -131]
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DEBUG Segment 73 (NLMS Block 512 (5min)):
Original[4:9]: [-64 -75 -82 -85 -80]
Recon[4:9]:    [-64 -75 -82 -85 -80]
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L2 calculation: 0.0

DEBUG Segment 74 (NLMS Block 512 (5min)):
Original[4:9]: [-24 -27 -32 -31 -32]
Recon[4:9]:    [-24 -27 -32 -31 -32]
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L2 calculation: 0.0

DEBUG Segment 75 (NLMS Block 512 (5min)):
Original[4:9]: [-56 -55 -56 -57 -63]
Recon[4:9]:    [-56 -55 -56 -57 -63]
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L2 calculation: 0.0

DEBUG Segment 76 (NLMS Block 512 (5min)):
Original[4:9]: [-97 -98 -94 -92 -91]
Recon[4:9]:    [-97 -98 -94 -92 -91]
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L2 calculation: 0.0

DEBUG Segment 77 (NLMS Block 512 (5min)):
Original[4:9]: [-85 -80 -80 -81 -84]
Recon[4:9]:    [-85 -80 -80 -81 -84]
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L2 calculation: 0.0

DEBUG Segment 78 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-81 -79 -78 -74 -71]
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L2 calculation: 0.0

DEBUG Segment 79 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-18 -12 -16 -19 -22]
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L2 calculation: 0.0

DEBUG Segment 80 (NLMS Block 512 (5min)):
Original[4:9]: [ -95  -98 -103  -99  -83]
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DEBUG Segment 81 (NLMS Block 512 (5min)):
Original[4:9]: [-90 -87 -84 -84 -83]
Recon[4:9]:    [-90 -87 -84 -84 -83]
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L2 calculation: 0.0

DEBUG Segment 82 (NLMS Block 512 (5min)):
Original[4:9]: [-129 -130 -126 -124 -123]
Recon[4:9]:    [-129 -130 -126 -124 -123]
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L2 calculation: 0.0

DEBUG Segment 83 (NLMS Block 512 (5min)):
Original[4:9]: [-81 -77 -75 -75 -72]
Recon[4:9]:    [-81 -77 -75 -75 -72]
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L2 calculation: 0.0

DEBUG Segment 84 (NLMS Block 512 (5min)):
Original[4:9]: [ -6 -13 -19 -17 -15]
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DEBUG Segment 85 (NLMS Block 512 (5min)):
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DEBUG Segment 86 (NLMS Block 512 (5min)):
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DEBUG Segment 87 (NLMS Block 512 (5min)):
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DEBUG Segment 88 (NLMS Block 512 (5min)):
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DEBUG Segment 89 (NLMS Block 512 (5min)):
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DEBUG Segment 90 (NLMS Block 512 (5min)):
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DEBUG Segment 91 (NLMS Block 512 (5min)):
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DEBUG Segment 92 (NLMS Block 512 (5min)):
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DEBUG Segment 93 (NLMS Block 512 (5min)):
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DEBUG Segment 94 (NLMS Block 512 (5min)):
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DEBUG Segment 95 (NLMS Block 512 (5min)):
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DEBUG Segment 96 (NLMS Block 512 (5min)):
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DEBUG Segment 97 (NLMS Block 512 (5min)):
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DEBUG Segment 98 (NLMS Block 512 (5min)):
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DEBUG Segment 99 (NLMS Block 512 (5min)):
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DEBUG Segment 100 (NLMS Block 512 (5min)):
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DEBUG Segment 101 (NLMS Block 512 (5min)):
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DEBUG Segment 102 (NLMS Block 512 (5min)):
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DEBUG Segment 103 (NLMS Block 512 (5min)):
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DEBUG Segment 104 (NLMS Block 512 (5min)):
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DEBUG Segment 105 (NLMS Block 512 (5min)):
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DEBUG Segment 106 (NLMS Block 512 (5min)):
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DEBUG Segment 107 (NLMS Block 512 (5min)):
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DEBUG Segment 108 (NLMS Block 512 (5min)):
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DEBUG Segment 109 (NLMS Block 512 (5min)):
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DEBUG Segment 110 (NLMS Block 512 (5min)):
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DEBUG Segment 111 (NLMS Block 512 (5min)):
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DEBUG Segment 112 (NLMS Block 512 (5min)):
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DEBUG Segment 113 (NLMS Block 512 (5min)):
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DEBUG Segment 114 (NLMS Block 512 (5min)):
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DEBUG Segment 115 (NLMS Block 512 (5min)):
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DEBUG Segment 116 (NLMS Block 512 (5min)):
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DEBUG Segment 117 (NLMS Block 512 (5min)):
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DEBUG Segment 118 (NLMS Block 512 (5min)):
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DEBUG Segment 119 (NLMS Block 512 (5min)):
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DEBUG Segment 120 (NLMS Block 512 (5min)):
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DEBUG Segment 121 (NLMS Block 512 (5min)):
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DEBUG Segment 122 (NLMS Block 512 (5min)):
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DEBUG Segment 123 (NLMS Block 512 (5min)):
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DEBUG Segment 124 (NLMS Block 512 (5min)):
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DEBUG Segment 125 (NLMS Block 512 (5min)):
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DEBUG Segment 126 (NLMS Block 512 (5min)):
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DEBUG Segment 127 (NLMS Block 512 (5min)):
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DEBUG Segment 128 (NLMS Block 512 (5min)):
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DEBUG Segment 129 (NLMS Block 512 (5min)):
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DEBUG Segment 130 (NLMS Block 512 (5min)):
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DEBUG Segment 131 (NLMS Block 512 (5min)):
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DEBUG Segment 132 (NLMS Block 512 (5min)):
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DEBUG Segment 133 (NLMS Block 512 (5min)):
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DEBUG Segment 134 (NLMS Block 512 (5min)):
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DEBUG Segment 135 (NLMS Block 512 (5min)):
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DEBUG Segment 136 (NLMS Block 512 (5min)):
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DEBUG Segment 137 (NLMS Block 512 (5min)):
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DEBUG Segment 138 (NLMS Block 512 (5min)):
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DEBUG Segment 139 (NLMS Block 512 (5min)):
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DEBUG Segment 140 (NLMS Block 512 (5min)):
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DEBUG Segment 141 (NLMS Block 512 (5min)):
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DEBUG Segment 142 (NLMS Block 512 (5min)):
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DEBUG Segment 143 (NLMS Block 512 (5min)):
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DEBUG Segment 144 (NLMS Block 512 (5min)):
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DEBUG Segment 145 (NLMS Block 512 (5min)):
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DEBUG Segment 146 (NLMS Block 512 (5min)):
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DEBUG Segment 147 (NLMS Block 512 (5min)):
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DEBUG Segment 148 (NLMS Block 512 (5min)):
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DEBUG Segment 149 (NLMS Block 512 (5min)):
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DEBUG Segment 150 (NLMS Block 512 (5min)):
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DEBUG Segment 151 (NLMS Block 512 (5min)):
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DEBUG Segment 152 (NLMS Block 512 (5min)):
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DEBUG Segment 153 (NLMS Block 512 (5min)):
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DEBUG Segment 154 (NLMS Block 512 (5min)):
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DEBUG Segment 155 (NLMS Block 512 (5min)):
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DEBUG Segment 156 (NLMS Block 512 (5min)):
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DEBUG Segment 157 (NLMS Block 512 (5min)):
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DEBUG Segment 158 (NLMS Block 512 (5min)):
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DEBUG Segment 159 (NLMS Block 512 (5min)):
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DEBUG Segment 160 (NLMS Block 512 (5min)):
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DEBUG Segment 161 (NLMS Block 512 (5min)):
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DEBUG Segment 162 (NLMS Block 512 (5min)):
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DEBUG Segment 163 (NLMS Block 512 (5min)):
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DEBUG Segment 164 (NLMS Block 512 (5min)):
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DEBUG Segment 165 (NLMS Block 512 (5min)):
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DEBUG Segment 166 (NLMS Block 512 (5min)):
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DEBUG Segment 167 (NLMS Block 512 (5min)):
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DEBUG Segment 168 (NLMS Block 512 (5min)):
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DEBUG Segment 169 (NLMS Block 512 (5min)):
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DEBUG Segment 170 (NLMS Block 512 (5min)):
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DEBUG Segment 171 (NLMS Block 512 (5min)):
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DEBUG Segment 172 (NLMS Block 512 (5min)):
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DEBUG Segment 173 (NLMS Block 512 (5min)):
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DEBUG Segment 174 (NLMS Block 512 (5min)):
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DEBUG Segment 175 (NLMS Block 512 (5min)):
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DEBUG Segment 176 (NLMS Block 512 (5min)):
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DEBUG Segment 177 (NLMS Block 512 (5min)):
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DEBUG Segment 178 (NLMS Block 512 (5min)):
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DEBUG Segment 179 (NLMS Block 512 (5min)):
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DEBUG Segment 180 (NLMS Block 512 (5min)):
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DEBUG Segment 181 (NLMS Block 512 (5min)):
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DEBUG Segment 182 (NLMS Block 512 (5min)):
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DEBUG Segment 183 (NLMS Block 512 (5min)):
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DEBUG Segment 184 (NLMS Block 512 (5min)):
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DEBUG Segment 185 (NLMS Block 512 (5min)):
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DEBUG Segment 186 (NLMS Block 512 (5min)):
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DEBUG Segment 187 (NLMS Block 512 (5min)):
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DEBUG Segment 188 (NLMS Block 512 (5min)):
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DEBUG Segment 189 (NLMS Block 512 (5min)):
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DEBUG Segment 190 (NLMS Block 512 (5min)):
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DEBUG Segment 191 (NLMS Block 512 (5min)):
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DEBUG Segment 192 (NLMS Block 512 (5min)):
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DEBUG Segment 193 (NLMS Block 512 (5min)):
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DEBUG Segment 194 (NLMS Block 512 (5min)):
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DEBUG Segment 195 (NLMS Block 512 (5min)):
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DEBUG Segment 196 (NLMS Block 512 (5min)):
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DEBUG Segment 197 (NLMS Block 512 (5min)):
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DEBUG Segment 198 (NLMS Block 512 (5min)):
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DEBUG Segment 199 (NLMS Block 512 (5min)):
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DEBUG Segment 200 (NLMS Block 512 (5min)):
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DEBUG Segment 201 (NLMS Block 512 (5min)):
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DEBUG Segment 202 (NLMS Block 512 (5min)):
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DEBUG Segment 203 (NLMS Block 512 (5min)):
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DEBUG Segment 204 (NLMS Block 512 (5min)):
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DEBUG Segment 205 (NLMS Block 512 (5min)):
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DEBUG Segment 206 (NLMS Block 512 (5min)):
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DEBUG Segment 207 (NLMS Block 512 (5min)):
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DEBUG Segment 208 (NLMS Block 512 (5min)):
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DEBUG Segment 209 (NLMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 210 (NLMS Block 512 (5min)):
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Error stats: min=0, max=0, mean=0.0
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---- NLMS Block 512 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added NLMS results for Block 512: CR Rice=1.617, CR Huff=1.752, mean L2=32.08410
Best params for GASS Block 512 (10s): {'order': 4, 'mu': 1e-07, 'rho': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (GASS Block 512 (5min)):
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DEBUG Segment 1 (GASS Block 512 (5min)):
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DEBUG Segment 2 (GASS Block 512 (5min)):
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DEBUG Segment 3 (GASS Block 512 (5min)):
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DEBUG Segment 4 (GASS Block 512 (5min)):
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DEBUG Segment 5 (GASS Block 512 (5min)):
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DEBUG Segment 6 (GASS Block 512 (5min)):
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DEBUG Segment 7 (GASS Block 512 (5min)):
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DEBUG Segment 8 (GASS Block 512 (5min)):
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DEBUG Segment 9 (GASS Block 512 (5min)):
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DEBUG Segment 10 (GASS Block 512 (5min)):
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DEBUG Segment 11 (GASS Block 512 (5min)):
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DEBUG Segment 12 (GASS Block 512 (5min)):
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DEBUG Segment 13 (GASS Block 512 (5min)):
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DEBUG Segment 14 (GASS Block 512 (5min)):
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DEBUG Segment 15 (GASS Block 512 (5min)):
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DEBUG Segment 16 (GASS Block 512 (5min)):
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DEBUG Segment 17 (GASS Block 512 (5min)):
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DEBUG Segment 18 (GASS Block 512 (5min)):
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DEBUG Segment 19 (GASS Block 512 (5min)):
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DEBUG Segment 20 (GASS Block 512 (5min)):
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DEBUG Segment 21 (GASS Block 512 (5min)):
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DEBUG Segment 22 (GASS Block 512 (5min)):
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DEBUG Segment 23 (GASS Block 512 (5min)):
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DEBUG Segment 24 (GASS Block 512 (5min)):
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DEBUG Segment 25 (GASS Block 512 (5min)):
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DEBUG Segment 26 (GASS Block 512 (5min)):
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DEBUG Segment 27 (GASS Block 512 (5min)):
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DEBUG Segment 28 (GASS Block 512 (5min)):
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DEBUG Segment 29 (GASS Block 512 (5min)):
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DEBUG Segment 30 (GASS Block 512 (5min)):
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DEBUG Segment 31 (GASS Block 512 (5min)):
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DEBUG Segment 32 (GASS Block 512 (5min)):
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DEBUG Segment 33 (GASS Block 512 (5min)):
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DEBUG Segment 34 (GASS Block 512 (5min)):
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DEBUG Segment 35 (GASS Block 512 (5min)):
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DEBUG Segment 36 (GASS Block 512 (5min)):
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DEBUG Segment 37 (GASS Block 512 (5min)):
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DEBUG Segment 38 (GASS Block 512 (5min)):
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DEBUG Segment 39 (GASS Block 512 (5min)):
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DEBUG Segment 40 (GASS Block 512 (5min)):
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DEBUG Segment 41 (GASS Block 512 (5min)):
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DEBUG Segment 42 (GASS Block 512 (5min)):
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DEBUG Segment 43 (GASS Block 512 (5min)):
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DEBUG Segment 44 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 45 (GASS Block 512 (5min)):
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Recon[4:9]:    [-85 -84 -86 -85 -84]
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L2 calculation: 0.0

DEBUG Segment 46 (GASS Block 512 (5min)):
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DEBUG Segment 134 (GASS Block 512 (5min)):
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DEBUG Segment 135 (GASS Block 512 (5min)):
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DEBUG Segment 136 (GASS Block 512 (5min)):
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DEBUG Segment 137 (GASS Block 512 (5min)):
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DEBUG Segment 138 (GASS Block 512 (5min)):
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DEBUG Segment 139 (GASS Block 512 (5min)):
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DEBUG Segment 140 (GASS Block 512 (5min)):
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DEBUG Segment 141 (GASS Block 512 (5min)):
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DEBUG Segment 142 (GASS Block 512 (5min)):
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DEBUG Segment 143 (GASS Block 512 (5min)):
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DEBUG Segment 144 (GASS Block 512 (5min)):
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DEBUG Segment 145 (GASS Block 512 (5min)):
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DEBUG Segment 146 (GASS Block 512 (5min)):
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DEBUG Segment 147 (GASS Block 512 (5min)):
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DEBUG Segment 148 (GASS Block 512 (5min)):
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DEBUG Segment 149 (GASS Block 512 (5min)):
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DEBUG Segment 150 (GASS Block 512 (5min)):
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DEBUG Segment 151 (GASS Block 512 (5min)):
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DEBUG Segment 152 (GASS Block 512 (5min)):
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DEBUG Segment 153 (GASS Block 512 (5min)):
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DEBUG Segment 154 (GASS Block 512 (5min)):
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DEBUG Segment 155 (GASS Block 512 (5min)):
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DEBUG Segment 156 (GASS Block 512 (5min)):
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DEBUG Segment 157 (GASS Block 512 (5min)):
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DEBUG Segment 158 (GASS Block 512 (5min)):
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DEBUG Segment 159 (GASS Block 512 (5min)):
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DEBUG Segment 160 (GASS Block 512 (5min)):
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DEBUG Segment 161 (GASS Block 512 (5min)):
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DEBUG Segment 162 (GASS Block 512 (5min)):
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DEBUG Segment 163 (GASS Block 512 (5min)):
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DEBUG Segment 164 (GASS Block 512 (5min)):
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DEBUG Segment 165 (GASS Block 512 (5min)):
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DEBUG Segment 166 (GASS Block 512 (5min)):
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DEBUG Segment 167 (GASS Block 512 (5min)):
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DEBUG Segment 168 (GASS Block 512 (5min)):
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DEBUG Segment 169 (GASS Block 512 (5min)):
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DEBUG Segment 170 (GASS Block 512 (5min)):
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DEBUG Segment 171 (GASS Block 512 (5min)):
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DEBUG Segment 172 (GASS Block 512 (5min)):
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DEBUG Segment 173 (GASS Block 512 (5min)):
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DEBUG Segment 174 (GASS Block 512 (5min)):
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DEBUG Segment 175 (GASS Block 512 (5min)):
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DEBUG Segment 176 (GASS Block 512 (5min)):
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DEBUG Segment 177 (GASS Block 512 (5min)):
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DEBUG Segment 178 (GASS Block 512 (5min)):
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DEBUG Segment 179 (GASS Block 512 (5min)):
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DEBUG Segment 180 (GASS Block 512 (5min)):
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DEBUG Segment 181 (GASS Block 512 (5min)):
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DEBUG Segment 182 (GASS Block 512 (5min)):
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DEBUG Segment 183 (GASS Block 512 (5min)):
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DEBUG Segment 184 (GASS Block 512 (5min)):
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DEBUG Segment 185 (GASS Block 512 (5min)):
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DEBUG Segment 186 (GASS Block 512 (5min)):
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DEBUG Segment 187 (GASS Block 512 (5min)):
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DEBUG Segment 188 (GASS Block 512 (5min)):
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DEBUG Segment 189 (GASS Block 512 (5min)):
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DEBUG Segment 190 (GASS Block 512 (5min)):
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DEBUG Segment 191 (GASS Block 512 (5min)):
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DEBUG Segment 192 (GASS Block 512 (5min)):
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DEBUG Segment 193 (GASS Block 512 (5min)):
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DEBUG Segment 194 (GASS Block 512 (5min)):
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DEBUG Segment 195 (GASS Block 512 (5min)):
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DEBUG Segment 196 (GASS Block 512 (5min)):
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DEBUG Segment 197 (GASS Block 512 (5min)):
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DEBUG Segment 198 (GASS Block 512 (5min)):
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DEBUG Segment 199 (GASS Block 512 (5min)):
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DEBUG Segment 200 (GASS Block 512 (5min)):
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DEBUG Segment 201 (GASS Block 512 (5min)):
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DEBUG Segment 202 (GASS Block 512 (5min)):
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DEBUG Segment 203 (GASS Block 512 (5min)):
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DEBUG Segment 204 (GASS Block 512 (5min)):
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DEBUG Segment 205 (GASS Block 512 (5min)):
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DEBUG Segment 206 (GASS Block 512 (5min)):
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DEBUG Segment 207 (GASS Block 512 (5min)):
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DEBUG Segment 208 (GASS Block 512 (5min)):
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DEBUG Segment 209 (GASS Block 512 (5min)):
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DEBUG Segment 210 (GASS Block 512 (5min)):
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---- GASS Block 512 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added GASS results for Block 512: CR Rice=2.106, CR Huff=2.279, mean L2=16.31605
Best params for LMS Block 1024 (10s): {'order': 4, 'mu': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (LMS Block 1024 (5min)):
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DEBUG Segment 1 (LMS Block 1024 (5min)):
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DEBUG Segment 2 (LMS Block 1024 (5min)):
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DEBUG Segment 3 (LMS Block 1024 (5min)):
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DEBUG Segment 4 (LMS Block 1024 (5min)):
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DEBUG Segment 5 (LMS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 6 (LMS Block 1024 (5min)):
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DEBUG Segment 7 (LMS Block 1024 (5min)):
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DEBUG Segment 8 (LMS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 9 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-64 -60 -60 -62 -62]
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L2 calculation: 0.0

DEBUG Segment 10 (LMS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 11 (LMS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 12 (LMS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 13 (LMS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 14 (LMS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 15 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-60 -56 -56 -56 -58]
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L2 calculation: 0.0

DEBUG Segment 16 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-78 -79 -79 -78 -76]
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L2 calculation: 0.0

DEBUG Segment 17 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-54 -54 -53 -58 -57]
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L2 calculation: 0.0

DEBUG Segment 18 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-78 -77 -76 -75 -76]
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L2 calculation: 0.0

DEBUG Segment 19 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-71 -72 -74 -76 -74]
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L2 calculation: 0.0

DEBUG Segment 20 (LMS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 21 (LMS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 22 (LMS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 23 (LMS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 24 (LMS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 25 (LMS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 26 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-83 -78 -53 -15  31]
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L2 calculation: 0.0

DEBUG Segment 27 (LMS Block 1024 (5min)):
Original[4:9]: [-105 -109 -110 -109 -108]
Recon[4:9]:    [-105 -109 -110 -109 -108]
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L2 calculation: 0.0

DEBUG Segment 28 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-48 -50 -48 -49 -52]
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L2 calculation: 0.0

DEBUG Segment 29 (LMS Block 1024 (5min)):
Original[4:9]: [-61 -65 -66 -62 -61]
Recon[4:9]:    [-61 -65 -66 -62 -61]
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L2 calculation: 0.0

DEBUG Segment 30 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-74 -74 -74 -78 -78]
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L2 calculation: 0.0

DEBUG Segment 31 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-25 -23 -19 -22 -27]
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L2 calculation: 0.0

DEBUG Segment 32 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-93 -96 -99 -95 -93]
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L2 calculation: 0.0

DEBUG Segment 33 (LMS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 34 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-144 -145 -148 -145 -147]
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L2 calculation: 0.0

DEBUG Segment 35 (LMS Block 1024 (5min)):
Original[4:9]: [-186 -186 -185 -187 -185]
Recon[4:9]:    [-186 -186 -185 -187 -185]
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L2 calculation: 0.0

DEBUG Segment 36 (LMS Block 1024 (5min)):
Original[4:9]: [-134 -131 -127 -131 -131]
Recon[4:9]:    [-134 -131 -127 -131 -131]
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L2 calculation: 0.0

DEBUG Segment 37 (LMS Block 1024 (5min)):
Original[4:9]: [-24 -27 -32 -31 -32]
Recon[4:9]:    [-24 -27 -32 -31 -32]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (LMS Block 1024 (5min)):
Original[4:9]: [-97 -98 -94 -92 -91]
Recon[4:9]:    [-97 -98 -94 -92 -91]
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L2 calculation: 0.0

DEBUG Segment 39 (LMS Block 1024 (5min)):
Original[4:9]: [-81 -79 -78 -74 -71]
Recon[4:9]:    [-81 -79 -78 -74 -71]
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L2 calculation: 0.0

DEBUG Segment 40 (LMS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 41 (LMS Block 1024 (5min)):
Original[4:9]: [-129 -130 -126 -124 -123]
Recon[4:9]:    [-129 -130 -126 -124 -123]
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L2 calculation: 0.0

DEBUG Segment 42 (LMS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 43 (LMS Block 1024 (5min)):
Original[4:9]: [-77 -71 -66 -59 -54]
Recon[4:9]:    [-77 -71 -66 -59 -54]
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L2 calculation: 0.0

DEBUG Segment 44 (LMS Block 1024 (5min)):
Original[4:9]: [-180 -175 -165 -157 -152]
Recon[4:9]:    [-180 -175 -165 -157 -152]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (LMS Block 1024 (5min)):
Original[4:9]: [-56 -57 -58 -61 -63]
Recon[4:9]:    [-56 -57 -58 -61 -63]
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L2 calculation: 0.0

DEBUG Segment 46 (LMS Block 1024 (5min)):
Original[4:9]: [-5 -5 -5 -5 -7]
Recon[4:9]:    [-5 -5 -5 -5 -7]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (LMS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 48 (LMS Block 1024 (5min)):
Original[4:9]: [ -93 -106 -113 -109 -102]
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L2 calculation: 0.0

DEBUG Segment 49 (LMS Block 1024 (5min)):
Original[4:9]: [-126 -117 -117 -117 -121]
Recon[4:9]:    [-126 -117 -117 -117 -121]
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L2 calculation: 0.0

DEBUG Segment 50 (LMS Block 1024 (5min)):
Original[4:9]: [-137 -133 -132 -134 -136]
Recon[4:9]:    [-137 -133 -132 -134 -136]
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L2 calculation: 0.0

DEBUG Segment 51 (LMS Block 1024 (5min)):
Original[4:9]: [-50 -55 -67 -77 -69]
Recon[4:9]:    [-50 -55 -67 -77 -69]
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L2 calculation: 0.0

DEBUG Segment 52 (LMS Block 1024 (5min)):
Original[4:9]: [-90 -92 -90 -87 -88]
Recon[4:9]:    [-90 -92 -90 -87 -88]
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L2 calculation: 0.0

DEBUG Segment 53 (LMS Block 1024 (5min)):
Original[4:9]: [-32 -35 -38 -40 -37]
Recon[4:9]:    [-32 -35 -38 -40 -37]
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L2 calculation: 0.0

DEBUG Segment 54 (LMS Block 1024 (5min)):
Original[4:9]: [-116 -116 -109 -107 -111]
Recon[4:9]:    [-116 -116 -109 -107 -111]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 55 (LMS Block 1024 (5min)):
Original[4:9]: [-85 -87 -86 -89 -90]
Recon[4:9]:    [-85 -87 -86 -89 -90]
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L2 calculation: 0.0

DEBUG Segment 56 (LMS Block 1024 (5min)):
Original[4:9]: [-42 -40 -41 -40 -41]
Recon[4:9]:    [-42 -40 -41 -40 -41]
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L2 calculation: 0.0

DEBUG Segment 57 (LMS Block 1024 (5min)):
Original[4:9]: [-103  -99  -93  -96 -104]
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L2 calculation: 0.0

DEBUG Segment 58 (LMS Block 1024 (5min)):
Original[4:9]: [-59 -60 -60 -60 -56]
Recon[4:9]:    [-59 -60 -60 -60 -56]
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L2 calculation: 0.0

DEBUG Segment 59 (LMS Block 1024 (5min)):
Original[4:9]: [-56 -49 -45 -40 -39]
Recon[4:9]:    [-56 -49 -45 -40 -39]
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L2 calculation: 0.0

DEBUG Segment 60 (LMS Block 1024 (5min)):
Original[4:9]: [-112 -111 -109 -108 -108]
Recon[4:9]:    [-112 -111 -109 -108 -108]
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L2 calculation: 0.0

DEBUG Segment 61 (LMS Block 1024 (5min)):
Original[4:9]: [-58 -57 -58 -61 -61]
Recon[4:9]:    [-58 -57 -58 -61 -61]
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L2 calculation: 0.0

DEBUG Segment 62 (LMS Block 1024 (5min)):
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Recon[4:9]:    [259 261 263 264 260]
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L2 calculation: 0.0

DEBUG Segment 63 (LMS Block 1024 (5min)):
Original[4:9]: [-72 -71 -68 -68 -66]
Recon[4:9]:    [-72 -71 -68 -68 -66]
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L2 calculation: 0.0

DEBUG Segment 64 (LMS Block 1024 (5min)):
Original[4:9]: [-75 -77 -77 -79 -79]
Recon[4:9]:    [-75 -77 -77 -79 -79]
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L2 calculation: 0.0

DEBUG Segment 65 (LMS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 66 (LMS Block 1024 (5min)):
Original[4:9]: [-48 -48 -50 -46 -46]
Recon[4:9]:    [-48 -48 -50 -46 -46]
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L2 calculation: 0.0

DEBUG Segment 67 (LMS Block 1024 (5min)):
Original[4:9]: [-24 -20 -20 -23 -20]
Recon[4:9]:    [-24 -20 -20 -23 -20]
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L2 calculation: 0.0

DEBUG Segment 68 (LMS Block 1024 (5min)):
Original[4:9]: [-67 -67 -65 -65 -66]
Recon[4:9]:    [-67 -67 -65 -65 -66]
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L2 calculation: 0.0

DEBUG Segment 69 (LMS Block 1024 (5min)):
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DEBUG Segment 70 (LMS Block 1024 (5min)):
Original[4:9]: [-103 -102  -99  -98 -102]
Recon[4:9]:    [-103 -102  -99  -98 -102]
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L2 calculation: 0.0

DEBUG Segment 71 (LMS Block 1024 (5min)):
Original[4:9]: [-70 -75 -76 -75 -73]
Recon[4:9]:    [-70 -75 -76 -75 -73]
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L2 calculation: 0.0

DEBUG Segment 72 (LMS Block 1024 (5min)):
Original[4:9]: [-26 -25 -29 -35 -29]
Recon[4:9]:    [-26 -25 -29 -35 -29]
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L2 calculation: 0.0

DEBUG Segment 73 (LMS Block 1024 (5min)):
Original[4:9]: [-91 -90 -90 -91 -94]
Recon[4:9]:    [-91 -90 -90 -91 -94]
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L2 calculation: 0.0

DEBUG Segment 74 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-65 -67 -73 -71 -71]
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L2 calculation: 0.0

DEBUG Segment 75 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-56 -53 -54 -57 -61]
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L2 calculation: 0.0

DEBUG Segment 76 (LMS Block 1024 (5min)):
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Recon[4:9]:    [269 194 124  77  54]
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L2 calculation: 0.0

DEBUG Segment 77 (LMS Block 1024 (5min)):
Original[4:9]: [-73 -73 -73 -78 -77]
Recon[4:9]:    [-73 -73 -73 -78 -77]
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L2 calculation: 0.0

DEBUG Segment 78 (LMS Block 1024 (5min)):
Original[4:9]: [-69 -67 -67 -68 -70]
Recon[4:9]:    [-69 -67 -67 -68 -70]
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L2 calculation: 0.0

DEBUG Segment 79 (LMS Block 1024 (5min)):
Original[4:9]: [-25 -26 -26 -26 -30]
Recon[4:9]:    [-25 -26 -26 -26 -30]
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L2 calculation: 0.0

DEBUG Segment 80 (LMS Block 1024 (5min)):
Original[4:9]: [-37 -37 -37 -34 -33]
Recon[4:9]:    [-37 -37 -37 -34 -33]
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L2 calculation: 0.0

DEBUG Segment 81 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-88 -87 -85 -85 -85]
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L2 calculation: 0.0

DEBUG Segment 82 (LMS Block 1024 (5min)):
Original[4:9]: [-64 -64 -66 -66 -64]
Recon[4:9]:    [-64 -64 -66 -66 -64]
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L2 calculation: 0.0

DEBUG Segment 83 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-99 -96 -97 -96 -97]
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L2 calculation: 0.0

DEBUG Segment 84 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-57 -54 -52 -54 -56]
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L2 calculation: 0.0

DEBUG Segment 85 (LMS Block 1024 (5min)):
Original[4:9]: [-38 -42 -42 -41 -41]
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DEBUG Segment 86 (LMS Block 1024 (5min)):
Original[4:9]: [-83 -79 -78 -83 -83]
Recon[4:9]:    [-83 -79 -78 -83 -83]
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L2 calculation: 0.0

DEBUG Segment 87 (LMS Block 1024 (5min)):
Original[4:9]: [-62 -59 -53 -49 -48]
Recon[4:9]:    [-62 -59 -53 -49 -48]
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L2 calculation: 0.0

DEBUG Segment 88 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-97 -97 -97 -91 -89]
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DEBUG Segment 89 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-91 -86 -86 -86 -83]
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DEBUG Segment 90 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-95 -94 -91 -86 -87]
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L2 calculation: 0.0

DEBUG Segment 91 (LMS Block 1024 (5min)):
Original[4:9]: [-70 -71 -73 -73 -72]
Recon[4:9]:    [-70 -71 -73 -73 -72]
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L2 calculation: 0.0

DEBUG Segment 92 (LMS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 93 (LMS Block 1024 (5min)):
Original[4:9]: [-107 -110 -109 -110 -111]
Recon[4:9]:    [-107 -110 -109 -110 -111]
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L2 calculation: 0.0

DEBUG Segment 94 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-70 -71 -71 -73 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 95 (LMS Block 1024 (5min)):
Original[4:9]: [247 201 132  71  30]
Recon[4:9]:    [247 201 132  71  30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 96 (LMS Block 1024 (5min)):
Original[4:9]: [-82 -82 -82 -81 -80]
Recon[4:9]:    [-82 -82 -82 -81 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 97 (LMS Block 1024 (5min)):
Original[4:9]: [-34 -36 -38 -38 -40]
Recon[4:9]:    [-34 -36 -38 -38 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 98 (LMS Block 1024 (5min)):
Original[4:9]: [ 59 128 204 259 278]
Recon[4:9]:    [ 59 128 204 259 278]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 99 (LMS Block 1024 (5min)):
Original[4:9]: [-27 -31 -35 -36 -35]
Recon[4:9]:    [-27 -31 -35 -36 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 100 (LMS Block 1024 (5min)):
Original[4:9]: [-42 -44 -44 -47 -47]
Recon[4:9]:    [-42 -44 -44 -47 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 101 (LMS Block 1024 (5min)):
Original[4:9]: [-56 -57 -57 -55 -55]
Recon[4:9]:    [-56 -57 -57 -55 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 102 (LMS Block 1024 (5min)):
Original[4:9]: [-64 -64 -67 -68 -65]
Recon[4:9]:    [-64 -64 -67 -68 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 103 (LMS Block 1024 (5min)):
Original[4:9]: [ 0  2  3 -4 -7]
Recon[4:9]:    [ 0  2  3 -4 -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 104 (LMS Block 1024 (5min)):
Original[4:9]: [ 38 104 174 238 277]
Recon[4:9]:    [ 38 104 174 238 277]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 105 (LMS Block 1024 (5min)):
Original[4:9]: [-63 -66 -68 -70 -70]
Recon[4:9]:    [-63 -66 -68 -70 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- LMS Block 1024 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added LMS results for Block 1024: CR Rice=1.852, CR Huff=2.003, mean L2=22.50627
Best params for NLMS Block 1024 (10s): {'order': 4, 'mu': 0.01} (avg l2-norm=0.00000)

DEBUG Segment 0 (NLMS Block 1024 (5min)):
Original[4:9]: [-69 -69 -69 -69 -66]
Recon[4:9]:    [-69 -69 -69 -69 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (NLMS Block 1024 (5min)):
Original[4:9]: [ 41  92 143 195 219]
Recon[4:9]:    [ 41  92 143 195 219]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (NLMS Block 1024 (5min)):
Original[4:9]: [-118 -115 -111 -111 -112]
Recon[4:9]:    [-118 -115 -111 -111 -112]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (NLMS Block 1024 (5min)):
Original[4:9]: [-39 -40 -39 -31 -26]
Recon[4:9]:    [-39 -40 -39 -31 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (NLMS Block 1024 (5min)):
Original[4:9]: [-65 -62 -62 -66 -69]
Recon[4:9]:    [-65 -62 -62 -66 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (NLMS Block 1024 (5min)):
Original[4:9]: [-70 -71 -67 -67 -65]
Recon[4:9]:    [-70 -71 -67 -67 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (NLMS Block 1024 (5min)):
Original[4:9]: [-67 -65 -65 -66 -63]
Recon[4:9]:    [-67 -65 -65 -66 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (NLMS Block 1024 (5min)):
Original[4:9]: [-97 -96 -94 -94 -95]
Recon[4:9]:    [-97 -96 -94 -94 -95]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (NLMS Block 1024 (5min)):
Original[4:9]: [-73 -72 -71 -67 -63]
Recon[4:9]:    [-73 -72 -71 -67 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (NLMS Block 1024 (5min)):
Original[4:9]: [-64 -60 -60 -62 -62]
Recon[4:9]:    [-64 -60 -60 -62 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (NLMS Block 1024 (5min)):
Original[4:9]: [-36 -39 -41 -43 -46]
Recon[4:9]:    [-36 -39 -41 -43 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (NLMS Block 1024 (5min)):
Original[4:9]: [-66 -61 -62 -68 -73]
Recon[4:9]:    [-66 -61 -62 -68 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (NLMS Block 1024 (5min)):
Original[4:9]: [-35 -40 -40 -43 -40]
Recon[4:9]:    [-35 -40 -40 -43 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (NLMS Block 1024 (5min)):
Original[4:9]: [-82 -84 -83 -82 -83]
Recon[4:9]:    [-82 -84 -83 -82 -83]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (NLMS Block 1024 (5min)):
Original[4:9]: [ 19  10  -7 -14 -17]
Recon[4:9]:    [ 19  10  -7 -14 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (NLMS Block 1024 (5min)):
Original[4:9]: [-60 -56 -56 -56 -58]
Recon[4:9]:    [-60 -56 -56 -56 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (NLMS Block 1024 (5min)):
Original[4:9]: [-78 -79 -79 -78 -76]
Recon[4:9]:    [-78 -79 -79 -78 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (NLMS Block 1024 (5min)):
Original[4:9]: [-54 -54 -53 -58 -57]
Recon[4:9]:    [-54 -54 -53 -58 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (NLMS Block 1024 (5min)):
Original[4:9]: [-78 -77 -76 -75 -76]
Recon[4:9]:    [-78 -77 -76 -75 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (NLMS Block 1024 (5min)):
Original[4:9]: [-71 -72 -74 -76 -74]
Recon[4:9]:    [-71 -72 -74 -76 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (NLMS Block 1024 (5min)):
Original[4:9]: [-119 -114 -101  -75  -37]
Recon[4:9]:    [-119 -114 -101  -75  -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (NLMS Block 1024 (5min)):
Original[4:9]: [-68 -72 -73 -75 -79]
Recon[4:9]:    [-68 -72 -73 -75 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (NLMS Block 1024 (5min)):
Original[4:9]: [-80 -78 -79 -77 -76]
Recon[4:9]:    [-80 -78 -79 -77 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (NLMS Block 1024 (5min)):
Original[4:9]: [-18 -17 -14 -13 -14]
Recon[4:9]:    [-18 -17 -14 -13 -14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (NLMS Block 1024 (5min)):
Original[4:9]: [-6 -9 -9 -7 -8]
Recon[4:9]:    [-6 -9 -9 -7 -8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (NLMS Block 1024 (5min)):
Original[4:9]: [-46 -46 -46 -49 -49]
Recon[4:9]:    [-46 -46 -46 -49 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (NLMS Block 1024 (5min)):
Original[4:9]: [-83 -78 -53 -15  31]
Recon[4:9]:    [-83 -78 -53 -15  31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (NLMS Block 1024 (5min)):
Original[4:9]: [-105 -109 -110 -109 -108]
Recon[4:9]:    [-105 -109 -110 -109 -108]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (NLMS Block 1024 (5min)):
Original[4:9]: [-48 -50 -48 -49 -52]
Recon[4:9]:    [-48 -50 -48 -49 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (NLMS Block 1024 (5min)):
Original[4:9]: [-61 -65 -66 -62 -61]
Recon[4:9]:    [-61 -65 -66 -62 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (NLMS Block 1024 (5min)):
Original[4:9]: [-74 -74 -74 -78 -78]
Recon[4:9]:    [-74 -74 -74 -78 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (NLMS Block 1024 (5min)):
Original[4:9]: [-25 -23 -19 -22 -27]
Recon[4:9]:    [-25 -23 -19 -22 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (NLMS Block 1024 (5min)):
Original[4:9]: [-93 -96 -99 -95 -93]
Recon[4:9]:    [-93 -96 -99 -95 -93]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (NLMS Block 1024 (5min)):
Original[4:9]: [128 131 129 127 122]
Recon[4:9]:    [128 131 129 127 122]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (NLMS Block 1024 (5min)):
Original[4:9]: [-144 -145 -148 -145 -147]
Recon[4:9]:    [-144 -145 -148 -145 -147]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (NLMS Block 1024 (5min)):
Original[4:9]: [-186 -186 -185 -187 -185]
Recon[4:9]:    [-186 -186 -185 -187 -185]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (NLMS Block 1024 (5min)):
Original[4:9]: [-134 -131 -127 -131 -131]
Recon[4:9]:    [-134 -131 -127 -131 -131]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (NLMS Block 1024 (5min)):
Original[4:9]: [-24 -27 -32 -31 -32]
Recon[4:9]:    [-24 -27 -32 -31 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (NLMS Block 1024 (5min)):
Original[4:9]: [-97 -98 -94 -92 -91]
Recon[4:9]:    [-97 -98 -94 -92 -91]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (NLMS Block 1024 (5min)):
Original[4:9]: [-81 -79 -78 -74 -71]
Recon[4:9]:    [-81 -79 -78 -74 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (NLMS Block 1024 (5min)):
Original[4:9]: [ -95  -98 -103  -99  -83]
Recon[4:9]:    [ -95  -98 -103  -99  -83]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (NLMS Block 1024 (5min)):
Original[4:9]: [-129 -130 -126 -124 -123]
Recon[4:9]:    [-129 -130 -126 -124 -123]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (NLMS Block 1024 (5min)):
Original[4:9]: [ -6 -13 -19 -17 -15]
Recon[4:9]:    [ -6 -13 -19 -17 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (NLMS Block 1024 (5min)):
Original[4:9]: [-77 -71 -66 -59 -54]
Recon[4:9]:    [-77 -71 -66 -59 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (NLMS Block 1024 (5min)):
Original[4:9]: [-180 -175 -165 -157 -152]
Recon[4:9]:    [-180 -175 -165 -157 -152]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (NLMS Block 1024 (5min)):
Original[4:9]: [-56 -57 -58 -61 -63]
Recon[4:9]:    [-56 -57 -58 -61 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (NLMS Block 1024 (5min)):
Original[4:9]: [-5 -5 -5 -5 -7]
Recon[4:9]:    [-5 -5 -5 -5 -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (NLMS Block 1024 (5min)):
Original[4:9]: [ 4 16 12  0 -8]
Recon[4:9]:    [ 4 16 12  0 -8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (NLMS Block 1024 (5min)):
Original[4:9]: [ -93 -106 -113 -109 -102]
Recon[4:9]:    [ -93 -106 -113 -109 -102]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (NLMS Block 1024 (5min)):
Original[4:9]: [-126 -117 -117 -117 -121]
Recon[4:9]:    [-126 -117 -117 -117 -121]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (NLMS Block 1024 (5min)):
Original[4:9]: [-137 -133 -132 -134 -136]
Recon[4:9]:    [-137 -133 -132 -134 -136]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (NLMS Block 1024 (5min)):
Original[4:9]: [-50 -55 -67 -77 -69]
Recon[4:9]:    [-50 -55 -67 -77 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (NLMS Block 1024 (5min)):
Original[4:9]: [-90 -92 -90 -87 -88]
Recon[4:9]:    [-90 -92 -90 -87 -88]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 53 (NLMS Block 1024 (5min)):
Original[4:9]: [-32 -35 -38 -40 -37]
Recon[4:9]:    [-32 -35 -38 -40 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 54 (NLMS Block 1024 (5min)):
Original[4:9]: [-116 -116 -109 -107 -111]
Recon[4:9]:    [-116 -116 -109 -107 -111]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 55 (NLMS Block 1024 (5min)):
Original[4:9]: [-85 -87 -86 -89 -90]
Recon[4:9]:    [-85 -87 -86 -89 -90]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 56 (NLMS Block 1024 (5min)):
Original[4:9]: [-42 -40 -41 -40 -41]
Recon[4:9]:    [-42 -40 -41 -40 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 57 (NLMS Block 1024 (5min)):
Original[4:9]: [-103  -99  -93  -96 -104]
Recon[4:9]:    [-103  -99  -93  -96 -104]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 58 (NLMS Block 1024 (5min)):
Original[4:9]: [-59 -60 -60 -60 -56]
Recon[4:9]:    [-59 -60 -60 -60 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 59 (NLMS Block 1024 (5min)):
Original[4:9]: [-56 -49 -45 -40 -39]
Recon[4:9]:    [-56 -49 -45 -40 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 60 (NLMS Block 1024 (5min)):
Original[4:9]: [-112 -111 -109 -108 -108]
Recon[4:9]:    [-112 -111 -109 -108 -108]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 61 (NLMS Block 1024 (5min)):
Original[4:9]: [-58 -57 -58 -61 -61]
Recon[4:9]:    [-58 -57 -58 -61 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 62 (NLMS Block 1024 (5min)):
Original[4:9]: [259 261 263 264 260]
Recon[4:9]:    [259 261 263 264 260]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 63 (NLMS Block 1024 (5min)):
Original[4:9]: [-72 -71 -68 -68 -66]
Recon[4:9]:    [-72 -71 -68 -68 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 64 (NLMS Block 1024 (5min)):
Original[4:9]: [-75 -77 -77 -79 -79]
Recon[4:9]:    [-75 -77 -77 -79 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 65 (NLMS Block 1024 (5min)):
Original[4:9]: [310 285 218 143  71]
Recon[4:9]:    [310 285 218 143  71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 66 (NLMS Block 1024 (5min)):
Original[4:9]: [-48 -48 -50 -46 -46]
Recon[4:9]:    [-48 -48 -50 -46 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 67 (NLMS Block 1024 (5min)):
Original[4:9]: [-24 -20 -20 -23 -20]
Recon[4:9]:    [-24 -20 -20 -23 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 68 (NLMS Block 1024 (5min)):
Original[4:9]: [-67 -67 -65 -65 -66]
Recon[4:9]:    [-67 -67 -65 -65 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 69 (NLMS Block 1024 (5min)):
Original[4:9]: [-100  -99  -99  -99  -97]
Recon[4:9]:    [-100  -99  -99  -99  -97]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 70 (NLMS Block 1024 (5min)):
Original[4:9]: [-103 -102  -99  -98 -102]
Recon[4:9]:    [-103 -102  -99  -98 -102]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 71 (NLMS Block 1024 (5min)):
Original[4:9]: [-70 -75 -76 -75 -73]
Recon[4:9]:    [-70 -75 -76 -75 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 72 (NLMS Block 1024 (5min)):
Original[4:9]: [-26 -25 -29 -35 -29]
Recon[4:9]:    [-26 -25 -29 -35 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 73 (NLMS Block 1024 (5min)):
Original[4:9]: [-91 -90 -90 -91 -94]
Recon[4:9]:    [-91 -90 -90 -91 -94]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 74 (NLMS Block 1024 (5min)):
Original[4:9]: [-65 -67 -73 -71 -71]
Recon[4:9]:    [-65 -67 -73 -71 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 75 (NLMS Block 1024 (5min)):
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Recon[4:9]:    [-56 -53 -54 -57 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 76 (NLMS Block 1024 (5min)):
Original[4:9]: [269 194 124  77  54]
Recon[4:9]:    [269 194 124  77  54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 77 (NLMS Block 1024 (5min)):
Original[4:9]: [-73 -73 -73 -78 -77]
Recon[4:9]:    [-73 -73 -73 -78 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 78 (NLMS Block 1024 (5min)):
Original[4:9]: [-69 -67 -67 -68 -70]
Recon[4:9]:    [-69 -67 -67 -68 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 79 (NLMS Block 1024 (5min)):
Original[4:9]: [-25 -26 -26 -26 -30]
Recon[4:9]:    [-25 -26 -26 -26 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 80 (NLMS Block 1024 (5min)):
Original[4:9]: [-37 -37 -37 -34 -33]
Recon[4:9]:    [-37 -37 -37 -34 -33]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 81 (NLMS Block 1024 (5min)):
Original[4:9]: [-88 -87 -85 -85 -85]
Recon[4:9]:    [-88 -87 -85 -85 -85]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 82 (NLMS Block 1024 (5min)):
Original[4:9]: [-64 -64 -66 -66 -64]
Recon[4:9]:    [-64 -64 -66 -66 -64]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 83 (NLMS Block 1024 (5min)):
Original[4:9]: [-99 -96 -97 -96 -97]
Recon[4:9]:    [-99 -96 -97 -96 -97]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 84 (NLMS Block 1024 (5min)):
Original[4:9]: [-57 -54 -52 -54 -56]
Recon[4:9]:    [-57 -54 -52 -54 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 85 (NLMS Block 1024 (5min)):
Original[4:9]: [-38 -42 -42 -41 -41]
Recon[4:9]:    [-38 -42 -42 -41 -41]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 86 (NLMS Block 1024 (5min)):
Original[4:9]: [-83 -79 -78 -83 -83]
Recon[4:9]:    [-83 -79 -78 -83 -83]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 87 (NLMS Block 1024 (5min)):
Original[4:9]: [-62 -59 -53 -49 -48]
Recon[4:9]:    [-62 -59 -53 -49 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 88 (NLMS Block 1024 (5min)):
Original[4:9]: [-97 -97 -97 -91 -89]
Recon[4:9]:    [-97 -97 -97 -91 -89]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 89 (NLMS Block 1024 (5min)):
Original[4:9]: [-91 -86 -86 -86 -83]
Recon[4:9]:    [-91 -86 -86 -86 -83]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 90 (NLMS Block 1024 (5min)):
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Recon[4:9]:    [-95 -94 -91 -86 -87]
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L2 calculation: 0.0

DEBUG Segment 91 (NLMS Block 1024 (5min)):
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Recon[4:9]:    [-70 -71 -73 -73 -72]
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L2 calculation: 0.0

DEBUG Segment 92 (NLMS Block 1024 (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 93 (NLMS Block 1024 (5min)):
Original[4:9]: [-107 -110 -109 -110 -111]
Recon[4:9]:    [-107 -110 -109 -110 -111]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 94 (NLMS Block 1024 (5min)):
Original[4:9]: [-70 -71 -71 -73 -73]
Recon[4:9]:    [-70 -71 -71 -73 -73]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 95 (NLMS Block 1024 (5min)):
Original[4:9]: [247 201 132  71  30]
Recon[4:9]:    [247 201 132  71  30]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 96 (NLMS Block 1024 (5min)):
Original[4:9]: [-82 -82 -82 -81 -80]
Recon[4:9]:    [-82 -82 -82 -81 -80]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 97 (NLMS Block 1024 (5min)):
Original[4:9]: [-34 -36 -38 -38 -40]
Recon[4:9]:    [-34 -36 -38 -38 -40]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 98 (NLMS Block 1024 (5min)):
Original[4:9]: [ 59 128 204 259 278]
Recon[4:9]:    [ 59 128 204 259 278]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 99 (NLMS Block 1024 (5min)):
Original[4:9]: [-27 -31 -35 -36 -35]
Recon[4:9]:    [-27 -31 -35 -36 -35]
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L2 calculation: 0.0

DEBUG Segment 100 (NLMS Block 1024 (5min)):
Original[4:9]: [-42 -44 -44 -47 -47]
Recon[4:9]:    [-42 -44 -44 -47 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 101 (NLMS Block 1024 (5min)):
Original[4:9]: [-56 -57 -57 -55 -55]
Recon[4:9]:    [-56 -57 -57 -55 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 102 (NLMS Block 1024 (5min)):
Original[4:9]: [-64 -64 -67 -68 -65]
Recon[4:9]:    [-64 -64 -67 -68 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 103 (NLMS Block 1024 (5min)):
Original[4:9]: [ 0  2  3 -4 -7]
Recon[4:9]:    [ 0  2  3 -4 -7]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 104 (NLMS Block 1024 (5min)):
Original[4:9]: [ 38 104 174 238 277]
Recon[4:9]:    [ 38 104 174 238 277]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 105 (NLMS Block 1024 (5min)):
Original[4:9]: [-63 -66 -68 -70 -70]
Recon[4:9]:    [-63 -66 -68 -70 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- NLMS Block 1024 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added NLMS results for Block 1024: CR Rice=1.758, CR Huff=1.923, mean L2=27.25943
Best params for GASS Block 1024 (10s): {'order': 4, 'mu': 1e-07, 'rho': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (GASS Block 1024 (5min)):
Original[4:9]: [-69 -69 -69 -69 -66]
Recon[4:9]:    [-69 -69 -69 -69 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (GASS Block 1024 (5min)):
Original[4:9]: [ 41  92 143 195 219]
Recon[4:9]:    [ 41  92 143 195 219]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (GASS Block 1024 (5min)):
Original[4:9]: [-118 -115 -111 -111 -112]
Recon[4:9]:    [-118 -115 -111 -111 -112]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (GASS Block 1024 (5min)):
Original[4:9]: [-39 -40 -39 -31 -26]
Recon[4:9]:    [-39 -40 -39 -31 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (GASS Block 1024 (5min)):
Original[4:9]: [-65 -62 -62 -66 -69]
Recon[4:9]:    [-65 -62 -62 -66 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (GASS Block 1024 (5min)):
Original[4:9]: [-70 -71 -67 -67 -65]
Recon[4:9]:    [-70 -71 -67 -67 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (GASS Block 1024 (5min)):
Original[4:9]: [-67 -65 -65 -66 -63]
Recon[4:9]:    [-67 -65 -65 -66 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (GASS Block 1024 (5min)):
Original[4:9]: [-97 -96 -94 -94 -95]
Recon[4:9]:    [-97 -96 -94 -94 -95]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (GASS Block 1024 (5min)):
Original[4:9]: [-73 -72 -71 -67 -63]
Recon[4:9]:    [-73 -72 -71 -67 -63]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (GASS Block 1024 (5min)):
Original[4:9]: [-64 -60 -60 -62 -62]
Recon[4:9]:    [-64 -60 -60 -62 -62]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (GASS Block 1024 (5min)):
Original[4:9]: [-36 -39 -41 -43 -46]
Recon[4:9]:    [-36 -39 -41 -43 -46]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (GASS Block 1024 (5min)):
Original[4:9]: [-66 -61 -62 -68 -73]
Recon[4:9]:    [-66 -61 -62 -68 -73]
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L2 calculation: 0.0

DEBUG Segment 12 (GASS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 13 (GASS Block 1024 (5min)):
Original[4:9]: [-82 -84 -83 -82 -83]
Recon[4:9]:    [-82 -84 -83 -82 -83]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (GASS Block 1024 (5min)):
Original[4:9]: [ 19  10  -7 -14 -17]
Recon[4:9]:    [ 19  10  -7 -14 -17]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (GASS Block 1024 (5min)):
Original[4:9]: [-60 -56 -56 -56 -58]
Recon[4:9]:    [-60 -56 -56 -56 -58]
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L2 calculation: 0.0

DEBUG Segment 16 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-78 -79 -79 -78 -76]
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L2 calculation: 0.0

DEBUG Segment 17 (GASS Block 1024 (5min)):
Original[4:9]: [-54 -54 -53 -58 -57]
Recon[4:9]:    [-54 -54 -53 -58 -57]
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L2 calculation: 0.0

DEBUG Segment 18 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-78 -77 -76 -75 -76]
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L2 calculation: 0.0

DEBUG Segment 19 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-71 -72 -74 -76 -74]
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L2 calculation: 0.0

DEBUG Segment 20 (GASS Block 1024 (5min)):
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DEBUG Segment 21 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-68 -72 -73 -75 -79]
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L2 calculation: 0.0

DEBUG Segment 22 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-80 -78 -79 -77 -76]
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L2 calculation: 0.0

DEBUG Segment 23 (GASS Block 1024 (5min)):
Original[4:9]: [-18 -17 -14 -13 -14]
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DEBUG Segment 24 (GASS Block 1024 (5min)):
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DEBUG Segment 25 (GASS Block 1024 (5min)):
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DEBUG Segment 26 (GASS Block 1024 (5min)):
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DEBUG Segment 27 (GASS Block 1024 (5min)):
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DEBUG Segment 28 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-48 -50 -48 -49 -52]
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DEBUG Segment 29 (GASS Block 1024 (5min)):
Original[4:9]: [-61 -65 -66 -62 -61]
Recon[4:9]:    [-61 -65 -66 -62 -61]
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DEBUG Segment 30 (GASS Block 1024 (5min)):
Original[4:9]: [-74 -74 -74 -78 -78]
Recon[4:9]:    [-74 -74 -74 -78 -78]
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L2 calculation: 0.0

DEBUG Segment 31 (GASS Block 1024 (5min)):
Original[4:9]: [-25 -23 -19 -22 -27]
Recon[4:9]:    [-25 -23 -19 -22 -27]
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DEBUG Segment 32 (GASS Block 1024 (5min)):
Original[4:9]: [-93 -96 -99 -95 -93]
Recon[4:9]:    [-93 -96 -99 -95 -93]
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L2 calculation: 0.0

DEBUG Segment 33 (GASS Block 1024 (5min)):
Original[4:9]: [128 131 129 127 122]
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L2 calculation: 0.0

DEBUG Segment 34 (GASS Block 1024 (5min)):
Original[4:9]: [-144 -145 -148 -145 -147]
Recon[4:9]:    [-144 -145 -148 -145 -147]
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DEBUG Segment 35 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-186 -186 -185 -187 -185]
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DEBUG Segment 36 (GASS Block 1024 (5min)):
Original[4:9]: [-134 -131 -127 -131 -131]
Recon[4:9]:    [-134 -131 -127 -131 -131]
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DEBUG Segment 37 (GASS Block 1024 (5min)):
Original[4:9]: [-24 -27 -32 -31 -32]
Recon[4:9]:    [-24 -27 -32 -31 -32]
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DEBUG Segment 38 (GASS Block 1024 (5min)):
Original[4:9]: [-97 -98 -94 -92 -91]
Recon[4:9]:    [-97 -98 -94 -92 -91]
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L2 calculation: 0.0

DEBUG Segment 39 (GASS Block 1024 (5min)):
Original[4:9]: [-81 -79 -78 -74 -71]
Recon[4:9]:    [-81 -79 -78 -74 -71]
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L2 calculation: 0.0

DEBUG Segment 40 (GASS Block 1024 (5min)):
Original[4:9]: [ -95  -98 -103  -99  -83]
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L2 calculation: 0.0

DEBUG Segment 41 (GASS Block 1024 (5min)):
Original[4:9]: [-129 -130 -126 -124 -123]
Recon[4:9]:    [-129 -130 -126 -124 -123]
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L2 calculation: 0.0

DEBUG Segment 42 (GASS Block 1024 (5min)):
Original[4:9]: [ -6 -13 -19 -17 -15]
Recon[4:9]:    [ -6 -13 -19 -17 -15]
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L2 calculation: 0.0

DEBUG Segment 43 (GASS Block 1024 (5min)):
Original[4:9]: [-77 -71 -66 -59 -54]
Recon[4:9]:    [-77 -71 -66 -59 -54]
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L2 calculation: 0.0

DEBUG Segment 44 (GASS Block 1024 (5min)):
Original[4:9]: [-180 -175 -165 -157 -152]
Recon[4:9]:    [-180 -175 -165 -157 -152]
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L2 calculation: 0.0

DEBUG Segment 45 (GASS Block 1024 (5min)):
Original[4:9]: [-56 -57 -58 -61 -63]
Recon[4:9]:    [-56 -57 -58 -61 -63]
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L2 calculation: 0.0

DEBUG Segment 46 (GASS Block 1024 (5min)):
Original[4:9]: [-5 -5 -5 -5 -7]
Recon[4:9]:    [-5 -5 -5 -5 -7]
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L2 calculation: 0.0

DEBUG Segment 47 (GASS Block 1024 (5min)):
Original[4:9]: [ 4 16 12  0 -8]
Recon[4:9]:    [ 4 16 12  0 -8]
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L2 calculation: 0.0

DEBUG Segment 48 (GASS Block 1024 (5min)):
Original[4:9]: [ -93 -106 -113 -109 -102]
Recon[4:9]:    [ -93 -106 -113 -109 -102]
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L2 calculation: 0.0

DEBUG Segment 49 (GASS Block 1024 (5min)):
Original[4:9]: [-126 -117 -117 -117 -121]
Recon[4:9]:    [-126 -117 -117 -117 -121]
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L2 calculation: 0.0

DEBUG Segment 50 (GASS Block 1024 (5min)):
Original[4:9]: [-137 -133 -132 -134 -136]
Recon[4:9]:    [-137 -133 -132 -134 -136]
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L2 calculation: 0.0

DEBUG Segment 51 (GASS Block 1024 (5min)):
Original[4:9]: [-50 -55 -67 -77 -69]
Recon[4:9]:    [-50 -55 -67 -77 -69]
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L2 calculation: 0.0

DEBUG Segment 52 (GASS Block 1024 (5min)):
Original[4:9]: [-90 -92 -90 -87 -88]
Recon[4:9]:    [-90 -92 -90 -87 -88]
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L2 calculation: 0.0

DEBUG Segment 53 (GASS Block 1024 (5min)):
Original[4:9]: [-32 -35 -38 -40 -37]
Recon[4:9]:    [-32 -35 -38 -40 -37]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 54 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-116 -116 -109 -107 -111]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 55 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-85 -87 -86 -89 -90]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 56 (GASS Block 1024 (5min)):
Original[4:9]: [-42 -40 -41 -40 -41]
Recon[4:9]:    [-42 -40 -41 -40 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 57 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-103  -99  -93  -96 -104]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 58 (GASS Block 1024 (5min)):
Original[4:9]: [-59 -60 -60 -60 -56]
Recon[4:9]:    [-59 -60 -60 -60 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 59 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-56 -49 -45 -40 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 60 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-112 -111 -109 -108 -108]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 61 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-58 -57 -58 -61 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 62 (GASS Block 1024 (5min)):
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Recon[4:9]:    [259 261 263 264 260]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 63 (GASS Block 1024 (5min)):
Original[4:9]: [-72 -71 -68 -68 -66]
Recon[4:9]:    [-72 -71 -68 -68 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 64 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-75 -77 -77 -79 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 65 (GASS Block 1024 (5min)):
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Recon[4:9]:    [310 285 218 143  71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 66 (GASS Block 1024 (5min)):
Original[4:9]: [-48 -48 -50 -46 -46]
Recon[4:9]:    [-48 -48 -50 -46 -46]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 67 (GASS Block 1024 (5min)):
Original[4:9]: [-24 -20 -20 -23 -20]
Recon[4:9]:    [-24 -20 -20 -23 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 68 (GASS Block 1024 (5min)):
Original[4:9]: [-67 -67 -65 -65 -66]
Recon[4:9]:    [-67 -67 -65 -65 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 69 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-100  -99  -99  -99  -97]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 70 (GASS Block 1024 (5min)):
Original[4:9]: [-103 -102  -99  -98 -102]
Recon[4:9]:    [-103 -102  -99  -98 -102]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 71 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-70 -75 -76 -75 -73]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 72 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-26 -25 -29 -35 -29]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 73 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-91 -90 -90 -91 -94]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 74 (GASS Block 1024 (5min)):
Original[4:9]: [-65 -67 -73 -71 -71]
Recon[4:9]:    [-65 -67 -73 -71 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 75 (GASS Block 1024 (5min)):
Original[4:9]: [-56 -53 -54 -57 -61]
Recon[4:9]:    [-56 -53 -54 -57 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 76 (GASS Block 1024 (5min)):
Original[4:9]: [269 194 124  77  54]
Recon[4:9]:    [269 194 124  77  54]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 77 (GASS Block 1024 (5min)):
Original[4:9]: [-73 -73 -73 -78 -77]
Recon[4:9]:    [-73 -73 -73 -78 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 78 (GASS Block 1024 (5min)):
Original[4:9]: [-69 -67 -67 -68 -70]
Recon[4:9]:    [-69 -67 -67 -68 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 79 (GASS Block 1024 (5min)):
Original[4:9]: [-25 -26 -26 -26 -30]
Recon[4:9]:    [-25 -26 -26 -26 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 80 (GASS Block 1024 (5min)):
Original[4:9]: [-37 -37 -37 -34 -33]
Recon[4:9]:    [-37 -37 -37 -34 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 81 (GASS Block 1024 (5min)):
Original[4:9]: [-88 -87 -85 -85 -85]
Recon[4:9]:    [-88 -87 -85 -85 -85]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 82 (GASS Block 1024 (5min)):
Original[4:9]: [-64 -64 -66 -66 -64]
Recon[4:9]:    [-64 -64 -66 -66 -64]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 83 (GASS Block 1024 (5min)):
Original[4:9]: [-99 -96 -97 -96 -97]
Recon[4:9]:    [-99 -96 -97 -96 -97]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 84 (GASS Block 1024 (5min)):
Original[4:9]: [-57 -54 -52 -54 -56]
Recon[4:9]:    [-57 -54 -52 -54 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 85 (GASS Block 1024 (5min)):
Original[4:9]: [-38 -42 -42 -41 -41]
Recon[4:9]:    [-38 -42 -42 -41 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 86 (GASS Block 1024 (5min)):
Original[4:9]: [-83 -79 -78 -83 -83]
Recon[4:9]:    [-83 -79 -78 -83 -83]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 87 (GASS Block 1024 (5min)):
Original[4:9]: [-62 -59 -53 -49 -48]
Recon[4:9]:    [-62 -59 -53 -49 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 88 (GASS Block 1024 (5min)):
Original[4:9]: [-97 -97 -97 -91 -89]
Recon[4:9]:    [-97 -97 -97 -91 -89]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 89 (GASS Block 1024 (5min)):
Original[4:9]: [-91 -86 -86 -86 -83]
Recon[4:9]:    [-91 -86 -86 -86 -83]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 90 (GASS Block 1024 (5min)):
Original[4:9]: [-95 -94 -91 -86 -87]
Recon[4:9]:    [-95 -94 -91 -86 -87]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 91 (GASS Block 1024 (5min)):
Original[4:9]: [-70 -71 -73 -73 -72]
Recon[4:9]:    [-70 -71 -73 -73 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 92 (GASS Block 1024 (5min)):
Original[4:9]: [ -97  -95  -95  -97 -100]
Recon[4:9]:    [ -97  -95  -95  -97 -100]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 93 (GASS Block 1024 (5min)):
Original[4:9]: [-107 -110 -109 -110 -111]
Recon[4:9]:    [-107 -110 -109 -110 -111]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 94 (GASS Block 1024 (5min)):
Original[4:9]: [-70 -71 -71 -73 -73]
Recon[4:9]:    [-70 -71 -71 -73 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 95 (GASS Block 1024 (5min)):
Original[4:9]: [247 201 132  71  30]
Recon[4:9]:    [247 201 132  71  30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 96 (GASS Block 1024 (5min)):
Original[4:9]: [-82 -82 -82 -81 -80]
Recon[4:9]:    [-82 -82 -82 -81 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 97 (GASS Block 1024 (5min)):
Original[4:9]: [-34 -36 -38 -38 -40]
Recon[4:9]:    [-34 -36 -38 -38 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 98 (GASS Block 1024 (5min)):
Original[4:9]: [ 59 128 204 259 278]
Recon[4:9]:    [ 59 128 204 259 278]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 99 (GASS Block 1024 (5min)):
Original[4:9]: [-27 -31 -35 -36 -35]
Recon[4:9]:    [-27 -31 -35 -36 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 100 (GASS Block 1024 (5min)):
Original[4:9]: [-42 -44 -44 -47 -47]
Recon[4:9]:    [-42 -44 -44 -47 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 101 (GASS Block 1024 (5min)):
Original[4:9]: [-56 -57 -57 -55 -55]
Recon[4:9]:    [-56 -57 -57 -55 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 102 (GASS Block 1024 (5min)):
Original[4:9]: [-64 -64 -67 -68 -65]
Recon[4:9]:    [-64 -64 -67 -68 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 103 (GASS Block 1024 (5min)):
Original[4:9]: [ 0  2  3 -4 -7]
Recon[4:9]:    [ 0  2  3 -4 -7]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 104 (GASS Block 1024 (5min)):
Original[4:9]: [ 38 104 174 238 277]
Recon[4:9]:    [ 38 104 174 238 277]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 105 (GASS Block 1024 (5min)):
Original[4:9]: [-63 -66 -68 -70 -70]
Recon[4:9]:    [-63 -66 -68 -70 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- GASS Block 1024 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added GASS results for Block 1024: CR Rice=2.218, CR Huff=2.367, mean L2=13.39122
Best params for LMS Block 2048 (10s): {'order': 4, 'mu': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (LMS Block 2048 (5min)):
Original[4:9]: [-69 -69 -69 -69 -66]
Recon[4:9]:    [-69 -69 -69 -69 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (LMS Block 2048 (5min)):
Original[4:9]: [-118 -115 -111 -111 -112]
Recon[4:9]:    [-118 -115 -111 -111 -112]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (LMS Block 2048 (5min)):
Original[4:9]: [-65 -62 -62 -66 -69]
Recon[4:9]:    [-65 -62 -62 -66 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (LMS Block 2048 (5min)):
Original[4:9]: [-67 -65 -65 -66 -63]
Recon[4:9]:    [-67 -65 -65 -66 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (LMS Block 2048 (5min)):
Original[4:9]: [-73 -72 -71 -67 -63]
Recon[4:9]:    [-73 -72 -71 -67 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (LMS Block 2048 (5min)):
Original[4:9]: [-36 -39 -41 -43 -46]
Recon[4:9]:    [-36 -39 -41 -43 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (LMS Block 2048 (5min)):
Original[4:9]: [-35 -40 -40 -43 -40]
Recon[4:9]:    [-35 -40 -40 -43 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (LMS Block 2048 (5min)):
Original[4:9]: [ 19  10  -7 -14 -17]
Recon[4:9]:    [ 19  10  -7 -14 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (LMS Block 2048 (5min)):
Original[4:9]: [-78 -79 -79 -78 -76]
Recon[4:9]:    [-78 -79 -79 -78 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (LMS Block 2048 (5min)):
Original[4:9]: [-78 -77 -76 -75 -76]
Recon[4:9]:    [-78 -77 -76 -75 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (LMS Block 2048 (5min)):
Original[4:9]: [-119 -114 -101  -75  -37]
Recon[4:9]:    [-119 -114 -101  -75  -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (LMS Block 2048 (5min)):
Original[4:9]: [-80 -78 -79 -77 -76]
Recon[4:9]:    [-80 -78 -79 -77 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (LMS Block 2048 (5min)):
Original[4:9]: [-6 -9 -9 -7 -8]
Recon[4:9]:    [-6 -9 -9 -7 -8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (LMS Block 2048 (5min)):
Original[4:9]: [-83 -78 -53 -15  31]
Recon[4:9]:    [-83 -78 -53 -15  31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (LMS Block 2048 (5min)):
Original[4:9]: [-48 -50 -48 -49 -52]
Recon[4:9]:    [-48 -50 -48 -49 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (LMS Block 2048 (5min)):
Original[4:9]: [-74 -74 -74 -78 -78]
Recon[4:9]:    [-74 -74 -74 -78 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (LMS Block 2048 (5min)):
Original[4:9]: [-93 -96 -99 -95 -93]
Recon[4:9]:    [-93 -96 -99 -95 -93]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (LMS Block 2048 (5min)):
Original[4:9]: [-144 -145 -148 -145 -147]
Recon[4:9]:    [-144 -145 -148 -145 -147]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (LMS Block 2048 (5min)):
Original[4:9]: [-134 -131 -127 -131 -131]
Recon[4:9]:    [-134 -131 -127 -131 -131]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (LMS Block 2048 (5min)):
Original[4:9]: [-97 -98 -94 -92 -91]
Recon[4:9]:    [-97 -98 -94 -92 -91]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (LMS Block 2048 (5min)):
Original[4:9]: [ -95  -98 -103  -99  -83]
Recon[4:9]:    [ -95  -98 -103  -99  -83]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (LMS Block 2048 (5min)):
Original[4:9]: [ -6 -13 -19 -17 -15]
Recon[4:9]:    [ -6 -13 -19 -17 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (LMS Block 2048 (5min)):
Original[4:9]: [-180 -175 -165 -157 -152]
Recon[4:9]:    [-180 -175 -165 -157 -152]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (LMS Block 2048 (5min)):
Original[4:9]: [-5 -5 -5 -5 -7]
Recon[4:9]:    [-5 -5 -5 -5 -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (LMS Block 2048 (5min)):
Original[4:9]: [ -93 -106 -113 -109 -102]
Recon[4:9]:    [ -93 -106 -113 -109 -102]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (LMS Block 2048 (5min)):
Original[4:9]: [-137 -133 -132 -134 -136]
Recon[4:9]:    [-137 -133 -132 -134 -136]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (LMS Block 2048 (5min)):
Original[4:9]: [-90 -92 -90 -87 -88]
Recon[4:9]:    [-90 -92 -90 -87 -88]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (LMS Block 2048 (5min)):
Original[4:9]: [-116 -116 -109 -107 -111]
Recon[4:9]:    [-116 -116 -109 -107 -111]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (LMS Block 2048 (5min)):
Original[4:9]: [-42 -40 -41 -40 -41]
Recon[4:9]:    [-42 -40 -41 -40 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (LMS Block 2048 (5min)):
Original[4:9]: [-59 -60 -60 -60 -56]
Recon[4:9]:    [-59 -60 -60 -60 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (LMS Block 2048 (5min)):
Original[4:9]: [-112 -111 -109 -108 -108]
Recon[4:9]:    [-112 -111 -109 -108 -108]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (LMS Block 2048 (5min)):
Original[4:9]: [259 261 263 264 260]
Recon[4:9]:    [259 261 263 264 260]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (LMS Block 2048 (5min)):
Original[4:9]: [-75 -77 -77 -79 -79]
Recon[4:9]:    [-75 -77 -77 -79 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (LMS Block 2048 (5min)):
Original[4:9]: [-48 -48 -50 -46 -46]
Recon[4:9]:    [-48 -48 -50 -46 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (LMS Block 2048 (5min)):
Original[4:9]: [-67 -67 -65 -65 -66]
Recon[4:9]:    [-67 -67 -65 -65 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (LMS Block 2048 (5min)):
Original[4:9]: [-103 -102  -99  -98 -102]
Recon[4:9]:    [-103 -102  -99  -98 -102]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (LMS Block 2048 (5min)):
Original[4:9]: [-26 -25 -29 -35 -29]
Recon[4:9]:    [-26 -25 -29 -35 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (LMS Block 2048 (5min)):
Original[4:9]: [-65 -67 -73 -71 -71]
Recon[4:9]:    [-65 -67 -73 -71 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (LMS Block 2048 (5min)):
Original[4:9]: [269 194 124  77  54]
Recon[4:9]:    [269 194 124  77  54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (LMS Block 2048 (5min)):
Original[4:9]: [-69 -67 -67 -68 -70]
Recon[4:9]:    [-69 -67 -67 -68 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (LMS Block 2048 (5min)):
Original[4:9]: [-37 -37 -37 -34 -33]
Recon[4:9]:    [-37 -37 -37 -34 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (LMS Block 2048 (5min)):
Original[4:9]: [-64 -64 -66 -66 -64]
Recon[4:9]:    [-64 -64 -66 -66 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (LMS Block 2048 (5min)):
Original[4:9]: [-57 -54 -52 -54 -56]
Recon[4:9]:    [-57 -54 -52 -54 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (LMS Block 2048 (5min)):
Original[4:9]: [-83 -79 -78 -83 -83]
Recon[4:9]:    [-83 -79 -78 -83 -83]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (LMS Block 2048 (5min)):
Original[4:9]: [-97 -97 -97 -91 -89]
Recon[4:9]:    [-97 -97 -97 -91 -89]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (LMS Block 2048 (5min)):
Original[4:9]: [-95 -94 -91 -86 -87]
Recon[4:9]:    [-95 -94 -91 -86 -87]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (LMS Block 2048 (5min)):
Original[4:9]: [ -97  -95  -95  -97 -100]
Recon[4:9]:    [ -97  -95  -95  -97 -100]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (LMS Block 2048 (5min)):
Original[4:9]: [-70 -71 -71 -73 -73]
Recon[4:9]:    [-70 -71 -71 -73 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (LMS Block 2048 (5min)):
Original[4:9]: [-82 -82 -82 -81 -80]
Recon[4:9]:    [-82 -82 -82 -81 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (LMS Block 2048 (5min)):
Original[4:9]: [ 59 128 204 259 278]
Recon[4:9]:    [ 59 128 204 259 278]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (LMS Block 2048 (5min)):
Original[4:9]: [-42 -44 -44 -47 -47]
Recon[4:9]:    [-42 -44 -44 -47 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (LMS Block 2048 (5min)):
Original[4:9]: [-64 -64 -67 -68 -65]
Recon[4:9]:    [-64 -64 -67 -68 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (LMS Block 2048 (5min)):
Original[4:9]: [ 38 104 174 238 277]
Recon[4:9]:    [ 38 104 174 238 277]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- LMS Block 2048 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added LMS results for Block 2048: CR Rice=1.930, CR Huff=2.110, mean L2=19.08174
Best params for NLMS Block 2048 (10s): {'order': 4, 'mu': 0.01} (avg l2-norm=0.00000)

DEBUG Segment 0 (NLMS Block 2048 (5min)):
Original[4:9]: [-69 -69 -69 -69 -66]
Recon[4:9]:    [-69 -69 -69 -69 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (NLMS Block 2048 (5min)):
Original[4:9]: [-118 -115 -111 -111 -112]
Recon[4:9]:    [-118 -115 -111 -111 -112]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (NLMS Block 2048 (5min)):
Original[4:9]: [-65 -62 -62 -66 -69]
Recon[4:9]:    [-65 -62 -62 -66 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (NLMS Block 2048 (5min)):
Original[4:9]: [-67 -65 -65 -66 -63]
Recon[4:9]:    [-67 -65 -65 -66 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (NLMS Block 2048 (5min)):
Original[4:9]: [-73 -72 -71 -67 -63]
Recon[4:9]:    [-73 -72 -71 -67 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (NLMS Block 2048 (5min)):
Original[4:9]: [-36 -39 -41 -43 -46]
Recon[4:9]:    [-36 -39 -41 -43 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (NLMS Block 2048 (5min)):
Original[4:9]: [-35 -40 -40 -43 -40]
Recon[4:9]:    [-35 -40 -40 -43 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (NLMS Block 2048 (5min)):
Original[4:9]: [ 19  10  -7 -14 -17]
Recon[4:9]:    [ 19  10  -7 -14 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (NLMS Block 2048 (5min)):
Original[4:9]: [-78 -79 -79 -78 -76]
Recon[4:9]:    [-78 -79 -79 -78 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (NLMS Block 2048 (5min)):
Original[4:9]: [-78 -77 -76 -75 -76]
Recon[4:9]:    [-78 -77 -76 -75 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (NLMS Block 2048 (5min)):
Original[4:9]: [-119 -114 -101  -75  -37]
Recon[4:9]:    [-119 -114 -101  -75  -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (NLMS Block 2048 (5min)):
Original[4:9]: [-80 -78 -79 -77 -76]
Recon[4:9]:    [-80 -78 -79 -77 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (NLMS Block 2048 (5min)):
Original[4:9]: [-6 -9 -9 -7 -8]
Recon[4:9]:    [-6 -9 -9 -7 -8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (NLMS Block 2048 (5min)):
Original[4:9]: [-83 -78 -53 -15  31]
Recon[4:9]:    [-83 -78 -53 -15  31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (NLMS Block 2048 (5min)):
Original[4:9]: [-48 -50 -48 -49 -52]
Recon[4:9]:    [-48 -50 -48 -49 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (NLMS Block 2048 (5min)):
Original[4:9]: [-74 -74 -74 -78 -78]
Recon[4:9]:    [-74 -74 -74 -78 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (NLMS Block 2048 (5min)):
Original[4:9]: [-93 -96 -99 -95 -93]
Recon[4:9]:    [-93 -96 -99 -95 -93]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (NLMS Block 2048 (5min)):
Original[4:9]: [-144 -145 -148 -145 -147]
Recon[4:9]:    [-144 -145 -148 -145 -147]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (NLMS Block 2048 (5min)):
Original[4:9]: [-134 -131 -127 -131 -131]
Recon[4:9]:    [-134 -131 -127 -131 -131]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (NLMS Block 2048 (5min)):
Original[4:9]: [-97 -98 -94 -92 -91]
Recon[4:9]:    [-97 -98 -94 -92 -91]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (NLMS Block 2048 (5min)):
Original[4:9]: [ -95  -98 -103  -99  -83]
Recon[4:9]:    [ -95  -98 -103  -99  -83]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (NLMS Block 2048 (5min)):
Original[4:9]: [ -6 -13 -19 -17 -15]
Recon[4:9]:    [ -6 -13 -19 -17 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (NLMS Block 2048 (5min)):
Original[4:9]: [-180 -175 -165 -157 -152]
Recon[4:9]:    [-180 -175 -165 -157 -152]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (NLMS Block 2048 (5min)):
Original[4:9]: [-5 -5 -5 -5 -7]
Recon[4:9]:    [-5 -5 -5 -5 -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (NLMS Block 2048 (5min)):
Original[4:9]: [ -93 -106 -113 -109 -102]
Recon[4:9]:    [ -93 -106 -113 -109 -102]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (NLMS Block 2048 (5min)):
Original[4:9]: [-137 -133 -132 -134 -136]
Recon[4:9]:    [-137 -133 -132 -134 -136]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (NLMS Block 2048 (5min)):
Original[4:9]: [-90 -92 -90 -87 -88]
Recon[4:9]:    [-90 -92 -90 -87 -88]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (NLMS Block 2048 (5min)):
Original[4:9]: [-116 -116 -109 -107 -111]
Recon[4:9]:    [-116 -116 -109 -107 -111]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (NLMS Block 2048 (5min)):
Original[4:9]: [-42 -40 -41 -40 -41]
Recon[4:9]:    [-42 -40 -41 -40 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (NLMS Block 2048 (5min)):
Original[4:9]: [-59 -60 -60 -60 -56]
Recon[4:9]:    [-59 -60 -60 -60 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (NLMS Block 2048 (5min)):
Original[4:9]: [-112 -111 -109 -108 -108]
Recon[4:9]:    [-112 -111 -109 -108 -108]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (NLMS Block 2048 (5min)):
Original[4:9]: [259 261 263 264 260]
Recon[4:9]:    [259 261 263 264 260]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (NLMS Block 2048 (5min)):
Original[4:9]: [-75 -77 -77 -79 -79]
Recon[4:9]:    [-75 -77 -77 -79 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (NLMS Block 2048 (5min)):
Original[4:9]: [-48 -48 -50 -46 -46]
Recon[4:9]:    [-48 -48 -50 -46 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (NLMS Block 2048 (5min)):
Original[4:9]: [-67 -67 -65 -65 -66]
Recon[4:9]:    [-67 -67 -65 -65 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (NLMS Block 2048 (5min)):
Original[4:9]: [-103 -102  -99  -98 -102]
Recon[4:9]:    [-103 -102  -99  -98 -102]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (NLMS Block 2048 (5min)):
Original[4:9]: [-26 -25 -29 -35 -29]
Recon[4:9]:    [-26 -25 -29 -35 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (NLMS Block 2048 (5min)):
Original[4:9]: [-65 -67 -73 -71 -71]
Recon[4:9]:    [-65 -67 -73 -71 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (NLMS Block 2048 (5min)):
Original[4:9]: [269 194 124  77  54]
Recon[4:9]:    [269 194 124  77  54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (NLMS Block 2048 (5min)):
Original[4:9]: [-69 -67 -67 -68 -70]
Recon[4:9]:    [-69 -67 -67 -68 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (NLMS Block 2048 (5min)):
Original[4:9]: [-37 -37 -37 -34 -33]
Recon[4:9]:    [-37 -37 -37 -34 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (NLMS Block 2048 (5min)):
Original[4:9]: [-64 -64 -66 -66 -64]
Recon[4:9]:    [-64 -64 -66 -66 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (NLMS Block 2048 (5min)):
Original[4:9]: [-57 -54 -52 -54 -56]
Recon[4:9]:    [-57 -54 -52 -54 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (NLMS Block 2048 (5min)):
Original[4:9]: [-83 -79 -78 -83 -83]
Recon[4:9]:    [-83 -79 -78 -83 -83]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (NLMS Block 2048 (5min)):
Original[4:9]: [-97 -97 -97 -91 -89]
Recon[4:9]:    [-97 -97 -97 -91 -89]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (NLMS Block 2048 (5min)):
Original[4:9]: [-95 -94 -91 -86 -87]
Recon[4:9]:    [-95 -94 -91 -86 -87]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (NLMS Block 2048 (5min)):
Original[4:9]: [ -97  -95  -95  -97 -100]
Recon[4:9]:    [ -97  -95  -95  -97 -100]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (NLMS Block 2048 (5min)):
Original[4:9]: [-70 -71 -71 -73 -73]
Recon[4:9]:    [-70 -71 -71 -73 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (NLMS Block 2048 (5min)):
Original[4:9]: [-82 -82 -82 -81 -80]
Recon[4:9]:    [-82 -82 -82 -81 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (NLMS Block 2048 (5min)):
Original[4:9]: [ 59 128 204 259 278]
Recon[4:9]:    [ 59 128 204 259 278]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (NLMS Block 2048 (5min)):
Original[4:9]: [-42 -44 -44 -47 -47]
Recon[4:9]:    [-42 -44 -44 -47 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (NLMS Block 2048 (5min)):
Original[4:9]: [-64 -64 -67 -68 -65]
Recon[4:9]:    [-64 -64 -67 -68 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (NLMS Block 2048 (5min)):
Original[4:9]: [ 38 104 174 238 277]
Recon[4:9]:    [ 38 104 174 238 277]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- NLMS Block 2048 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added NLMS results for Block 2048: CR Rice=1.868, CR Huff=2.080, mean L2=23.33902
Best params for GASS Block 2048 (10s): {'order': 4, 'mu': 1e-07, 'rho': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (GASS Block 2048 (5min)):
Original[4:9]: [-69 -69 -69 -69 -66]
Recon[4:9]:    [-69 -69 -69 -69 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (GASS Block 2048 (5min)):
Original[4:9]: [-118 -115 -111 -111 -112]
Recon[4:9]:    [-118 -115 -111 -111 -112]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (GASS Block 2048 (5min)):
Original[4:9]: [-65 -62 -62 -66 -69]
Recon[4:9]:    [-65 -62 -62 -66 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (GASS Block 2048 (5min)):
Original[4:9]: [-67 -65 -65 -66 -63]
Recon[4:9]:    [-67 -65 -65 -66 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (GASS Block 2048 (5min)):
Original[4:9]: [-73 -72 -71 -67 -63]
Recon[4:9]:    [-73 -72 -71 -67 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (GASS Block 2048 (5min)):
Original[4:9]: [-36 -39 -41 -43 -46]
Recon[4:9]:    [-36 -39 -41 -43 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (GASS Block 2048 (5min)):
Original[4:9]: [-35 -40 -40 -43 -40]
Recon[4:9]:    [-35 -40 -40 -43 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (GASS Block 2048 (5min)):
Original[4:9]: [ 19  10  -7 -14 -17]
Recon[4:9]:    [ 19  10  -7 -14 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (GASS Block 2048 (5min)):
Original[4:9]: [-78 -79 -79 -78 -76]
Recon[4:9]:    [-78 -79 -79 -78 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (GASS Block 2048 (5min)):
Original[4:9]: [-78 -77 -76 -75 -76]
Recon[4:9]:    [-78 -77 -76 -75 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (GASS Block 2048 (5min)):
Original[4:9]: [-119 -114 -101  -75  -37]
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DEBUG Segment 15 (GASS Block 2048 (5min)):
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DEBUG Segment 29 (GASS Block 2048 (5min)):
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DEBUG Segment 30 (GASS Block 2048 (5min)):
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DEBUG Segment 31 (GASS Block 2048 (5min)):
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DEBUG Segment 32 (GASS Block 2048 (5min)):
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DEBUG Segment 33 (GASS Block 2048 (5min)):
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DEBUG Segment 34 (GASS Block 2048 (5min)):
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DEBUG Segment 36 (GASS Block 2048 (5min)):
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DEBUG Segment 37 (GASS Block 2048 (5min)):
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DEBUG Segment 38 (GASS Block 2048 (5min)):
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DEBUG Segment 39 (GASS Block 2048 (5min)):
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DEBUG Segment 40 (GASS Block 2048 (5min)):
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DEBUG Segment 41 (GASS Block 2048 (5min)):
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DEBUG Segment 42 (GASS Block 2048 (5min)):
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DEBUG Segment 43 (GASS Block 2048 (5min)):
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DEBUG Segment 44 (GASS Block 2048 (5min)):
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DEBUG Segment 45 (GASS Block 2048 (5min)):
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DEBUG Segment 47 (GASS Block 2048 (5min)):
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DEBUG Segment 48 (GASS Block 2048 (5min)):
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DEBUG Segment 49 (GASS Block 2048 (5min)):
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DEBUG Segment 50 (GASS Block 2048 (5min)):
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DEBUG Segment 51 (GASS Block 2048 (5min)):
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DEBUG Segment 52 (GASS Block 2048 (5min)):
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---- GASS Block 2048 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added GASS results for Block 2048: CR Rice=2.287, CR Huff=2.429, mean L2=11.44125
Best params for LMS Elgendi Beats (10s): {'order': 4, 'mu': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (LMS Elgendi Beats (5min)):
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DEBUG Segment 1 (LMS Elgendi Beats (5min)):
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DEBUG Segment 2 (LMS Elgendi Beats (5min)):
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DEBUG Segment 3 (LMS Elgendi Beats (5min)):
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DEBUG Segment 4 (LMS Elgendi Beats (5min)):
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DEBUG Segment 5 (LMS Elgendi Beats (5min)):
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DEBUG Segment 6 (LMS Elgendi Beats (5min)):
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DEBUG Segment 7 (LMS Elgendi Beats (5min)):
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DEBUG Segment 8 (LMS Elgendi Beats (5min)):
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DEBUG Segment 9 (LMS Elgendi Beats (5min)):
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DEBUG Segment 10 (LMS Elgendi Beats (5min)):
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DEBUG Segment 11 (LMS Elgendi Beats (5min)):
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DEBUG Segment 12 (LMS Elgendi Beats (5min)):
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DEBUG Segment 13 (LMS Elgendi Beats (5min)):
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DEBUG Segment 14 (LMS Elgendi Beats (5min)):
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DEBUG Segment 15 (LMS Elgendi Beats (5min)):
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DEBUG Segment 16 (LMS Elgendi Beats (5min)):
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DEBUG Segment 17 (LMS Elgendi Beats (5min)):
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DEBUG Segment 18 (LMS Elgendi Beats (5min)):
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DEBUG Segment 19 (LMS Elgendi Beats (5min)):
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DEBUG Segment 20 (LMS Elgendi Beats (5min)):
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DEBUG Segment 21 (LMS Elgendi Beats (5min)):
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DEBUG Segment 22 (LMS Elgendi Beats (5min)):
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DEBUG Segment 23 (LMS Elgendi Beats (5min)):
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DEBUG Segment 24 (LMS Elgendi Beats (5min)):
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DEBUG Segment 25 (LMS Elgendi Beats (5min)):
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DEBUG Segment 26 (LMS Elgendi Beats (5min)):
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DEBUG Segment 27 (LMS Elgendi Beats (5min)):
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DEBUG Segment 28 (LMS Elgendi Beats (5min)):
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DEBUG Segment 29 (LMS Elgendi Beats (5min)):
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DEBUG Segment 30 (LMS Elgendi Beats (5min)):
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DEBUG Segment 31 (LMS Elgendi Beats (5min)):
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DEBUG Segment 32 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-48 -47 -47 -50 -53]
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DEBUG Segment 33 (LMS Elgendi Beats (5min)):
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DEBUG Segment 34 (LMS Elgendi Beats (5min)):
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DEBUG Segment 35 (LMS Elgendi Beats (5min)):
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DEBUG Segment 36 (LMS Elgendi Beats (5min)):
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DEBUG Segment 37 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-75 -73 -62 -58 -59]
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L2 calculation: 0.0

DEBUG Segment 38 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-74 -73 -67 -64 -63]
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L2 calculation: 0.0

DEBUG Segment 39 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-52 -52 -59 -69 -67]
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L2 calculation: 0.0

DEBUG Segment 40 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-53 -51 -54 -57 -56]
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L2 calculation: 0.0

DEBUG Segment 41 (LMS Elgendi Beats (5min)):
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DEBUG Segment 42 (LMS Elgendi Beats (5min)):
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DEBUG Segment 43 (LMS Elgendi Beats (5min)):
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DEBUG Segment 44 (LMS Elgendi Beats (5min)):
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DEBUG Segment 45 (LMS Elgendi Beats (5min)):
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DEBUG Segment 46 (LMS Elgendi Beats (5min)):
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DEBUG Segment 47 (LMS Elgendi Beats (5min)):
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DEBUG Segment 48 (LMS Elgendi Beats (5min)):
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DEBUG Segment 49 (LMS Elgendi Beats (5min)):
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DEBUG Segment 50 (LMS Elgendi Beats (5min)):
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DEBUG Segment 51 (LMS Elgendi Beats (5min)):
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DEBUG Segment 52 (LMS Elgendi Beats (5min)):
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DEBUG Segment 53 (LMS Elgendi Beats (5min)):
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DEBUG Segment 54 (LMS Elgendi Beats (5min)):
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DEBUG Segment 55 (LMS Elgendi Beats (5min)):
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DEBUG Segment 56 (LMS Elgendi Beats (5min)):
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DEBUG Segment 57 (LMS Elgendi Beats (5min)):
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DEBUG Segment 58 (LMS Elgendi Beats (5min)):
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DEBUG Segment 59 (LMS Elgendi Beats (5min)):
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DEBUG Segment 60 (LMS Elgendi Beats (5min)):
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DEBUG Segment 61 (LMS Elgendi Beats (5min)):
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DEBUG Segment 62 (LMS Elgendi Beats (5min)):
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DEBUG Segment 63 (LMS Elgendi Beats (5min)):
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DEBUG Segment 64 (LMS Elgendi Beats (5min)):
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DEBUG Segment 65 (LMS Elgendi Beats (5min)):
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DEBUG Segment 66 (LMS Elgendi Beats (5min)):
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DEBUG Segment 67 (LMS Elgendi Beats (5min)):
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DEBUG Segment 68 (LMS Elgendi Beats (5min)):
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DEBUG Segment 69 (LMS Elgendi Beats (5min)):
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DEBUG Segment 70 (LMS Elgendi Beats (5min)):
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DEBUG Segment 71 (LMS Elgendi Beats (5min)):
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DEBUG Segment 72 (LMS Elgendi Beats (5min)):
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DEBUG Segment 73 (LMS Elgendi Beats (5min)):
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DEBUG Segment 74 (LMS Elgendi Beats (5min)):
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DEBUG Segment 75 (LMS Elgendi Beats (5min)):
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DEBUG Segment 76 (LMS Elgendi Beats (5min)):
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DEBUG Segment 77 (LMS Elgendi Beats (5min)):
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DEBUG Segment 78 (LMS Elgendi Beats (5min)):
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DEBUG Segment 79 (LMS Elgendi Beats (5min)):
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DEBUG Segment 80 (LMS Elgendi Beats (5min)):
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DEBUG Segment 81 (LMS Elgendi Beats (5min)):
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DEBUG Segment 82 (LMS Elgendi Beats (5min)):
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DEBUG Segment 83 (LMS Elgendi Beats (5min)):
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DEBUG Segment 84 (LMS Elgendi Beats (5min)):
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DEBUG Segment 85 (LMS Elgendi Beats (5min)):
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DEBUG Segment 86 (LMS Elgendi Beats (5min)):
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DEBUG Segment 87 (LMS Elgendi Beats (5min)):
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DEBUG Segment 88 (LMS Elgendi Beats (5min)):
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DEBUG Segment 89 (LMS Elgendi Beats (5min)):
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DEBUG Segment 90 (LMS Elgendi Beats (5min)):
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DEBUG Segment 91 (LMS Elgendi Beats (5min)):
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DEBUG Segment 92 (LMS Elgendi Beats (5min)):
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DEBUG Segment 93 (LMS Elgendi Beats (5min)):
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DEBUG Segment 94 (LMS Elgendi Beats (5min)):
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DEBUG Segment 95 (LMS Elgendi Beats (5min)):
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DEBUG Segment 96 (LMS Elgendi Beats (5min)):
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DEBUG Segment 97 (LMS Elgendi Beats (5min)):
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DEBUG Segment 98 (LMS Elgendi Beats (5min)):
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DEBUG Segment 99 (LMS Elgendi Beats (5min)):
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DEBUG Segment 100 (LMS Elgendi Beats (5min)):
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DEBUG Segment 101 (LMS Elgendi Beats (5min)):
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DEBUG Segment 102 (LMS Elgendi Beats (5min)):
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DEBUG Segment 103 (LMS Elgendi Beats (5min)):
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DEBUG Segment 104 (LMS Elgendi Beats (5min)):
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DEBUG Segment 105 (LMS Elgendi Beats (5min)):
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DEBUG Segment 106 (LMS Elgendi Beats (5min)):
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DEBUG Segment 107 (LMS Elgendi Beats (5min)):
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DEBUG Segment 108 (LMS Elgendi Beats (5min)):
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DEBUG Segment 110 (LMS Elgendi Beats (5min)):
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DEBUG Segment 111 (LMS Elgendi Beats (5min)):
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DEBUG Segment 112 (LMS Elgendi Beats (5min)):
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DEBUG Segment 113 (LMS Elgendi Beats (5min)):
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DEBUG Segment 114 (LMS Elgendi Beats (5min)):
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DEBUG Segment 115 (LMS Elgendi Beats (5min)):
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DEBUG Segment 116 (LMS Elgendi Beats (5min)):
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DEBUG Segment 117 (LMS Elgendi Beats (5min)):
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DEBUG Segment 118 (LMS Elgendi Beats (5min)):
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DEBUG Segment 119 (LMS Elgendi Beats (5min)):
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DEBUG Segment 120 (LMS Elgendi Beats (5min)):
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DEBUG Segment 121 (LMS Elgendi Beats (5min)):
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DEBUG Segment 122 (LMS Elgendi Beats (5min)):
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DEBUG Segment 123 (LMS Elgendi Beats (5min)):
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DEBUG Segment 124 (LMS Elgendi Beats (5min)):
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DEBUG Segment 125 (LMS Elgendi Beats (5min)):
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DEBUG Segment 126 (LMS Elgendi Beats (5min)):
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DEBUG Segment 127 (LMS Elgendi Beats (5min)):
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DEBUG Segment 128 (LMS Elgendi Beats (5min)):
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DEBUG Segment 129 (LMS Elgendi Beats (5min)):
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DEBUG Segment 130 (LMS Elgendi Beats (5min)):
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DEBUG Segment 131 (LMS Elgendi Beats (5min)):
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DEBUG Segment 132 (LMS Elgendi Beats (5min)):
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DEBUG Segment 133 (LMS Elgendi Beats (5min)):
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DEBUG Segment 134 (LMS Elgendi Beats (5min)):
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DEBUG Segment 135 (LMS Elgendi Beats (5min)):
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DEBUG Segment 136 (LMS Elgendi Beats (5min)):
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DEBUG Segment 137 (LMS Elgendi Beats (5min)):
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DEBUG Segment 138 (LMS Elgendi Beats (5min)):
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DEBUG Segment 139 (LMS Elgendi Beats (5min)):
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DEBUG Segment 140 (LMS Elgendi Beats (5min)):
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DEBUG Segment 141 (LMS Elgendi Beats (5min)):
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DEBUG Segment 142 (LMS Elgendi Beats (5min)):
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DEBUG Segment 143 (LMS Elgendi Beats (5min)):
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DEBUG Segment 144 (LMS Elgendi Beats (5min)):
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DEBUG Segment 145 (LMS Elgendi Beats (5min)):
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DEBUG Segment 146 (LMS Elgendi Beats (5min)):
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DEBUG Segment 147 (LMS Elgendi Beats (5min)):
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DEBUG Segment 148 (LMS Elgendi Beats (5min)):
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DEBUG Segment 149 (LMS Elgendi Beats (5min)):
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DEBUG Segment 150 (LMS Elgendi Beats (5min)):
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DEBUG Segment 151 (LMS Elgendi Beats (5min)):
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DEBUG Segment 152 (LMS Elgendi Beats (5min)):
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DEBUG Segment 153 (LMS Elgendi Beats (5min)):
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DEBUG Segment 154 (LMS Elgendi Beats (5min)):
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DEBUG Segment 155 (LMS Elgendi Beats (5min)):
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DEBUG Segment 156 (LMS Elgendi Beats (5min)):
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DEBUG Segment 157 (LMS Elgendi Beats (5min)):
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DEBUG Segment 158 (LMS Elgendi Beats (5min)):
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DEBUG Segment 159 (LMS Elgendi Beats (5min)):
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DEBUG Segment 160 (LMS Elgendi Beats (5min)):
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DEBUG Segment 161 (LMS Elgendi Beats (5min)):
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DEBUG Segment 162 (LMS Elgendi Beats (5min)):
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DEBUG Segment 163 (LMS Elgendi Beats (5min)):
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DEBUG Segment 164 (LMS Elgendi Beats (5min)):
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DEBUG Segment 165 (LMS Elgendi Beats (5min)):
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DEBUG Segment 166 (LMS Elgendi Beats (5min)):
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DEBUG Segment 167 (LMS Elgendi Beats (5min)):
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DEBUG Segment 168 (LMS Elgendi Beats (5min)):
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DEBUG Segment 169 (LMS Elgendi Beats (5min)):
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DEBUG Segment 170 (LMS Elgendi Beats (5min)):
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DEBUG Segment 171 (LMS Elgendi Beats (5min)):
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DEBUG Segment 172 (LMS Elgendi Beats (5min)):
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DEBUG Segment 173 (LMS Elgendi Beats (5min)):
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DEBUG Segment 174 (LMS Elgendi Beats (5min)):
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DEBUG Segment 175 (LMS Elgendi Beats (5min)):
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DEBUG Segment 176 (LMS Elgendi Beats (5min)):
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DEBUG Segment 177 (LMS Elgendi Beats (5min)):
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DEBUG Segment 178 (LMS Elgendi Beats (5min)):
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DEBUG Segment 179 (LMS Elgendi Beats (5min)):
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DEBUG Segment 180 (LMS Elgendi Beats (5min)):
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DEBUG Segment 181 (LMS Elgendi Beats (5min)):
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DEBUG Segment 182 (LMS Elgendi Beats (5min)):
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DEBUG Segment 183 (LMS Elgendi Beats (5min)):
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DEBUG Segment 184 (LMS Elgendi Beats (5min)):
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DEBUG Segment 185 (LMS Elgendi Beats (5min)):
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DEBUG Segment 186 (LMS Elgendi Beats (5min)):
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DEBUG Segment 187 (LMS Elgendi Beats (5min)):
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DEBUG Segment 188 (LMS Elgendi Beats (5min)):
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DEBUG Segment 189 (LMS Elgendi Beats (5min)):
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DEBUG Segment 190 (LMS Elgendi Beats (5min)):
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DEBUG Segment 191 (LMS Elgendi Beats (5min)):
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DEBUG Segment 192 (LMS Elgendi Beats (5min)):
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DEBUG Segment 193 (LMS Elgendi Beats (5min)):
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DEBUG Segment 194 (LMS Elgendi Beats (5min)):
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DEBUG Segment 195 (LMS Elgendi Beats (5min)):
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DEBUG Segment 196 (LMS Elgendi Beats (5min)):
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DEBUG Segment 197 (LMS Elgendi Beats (5min)):
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DEBUG Segment 198 (LMS Elgendi Beats (5min)):
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DEBUG Segment 199 (LMS Elgendi Beats (5min)):
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DEBUG Segment 200 (LMS Elgendi Beats (5min)):
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DEBUG Segment 201 (LMS Elgendi Beats (5min)):
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DEBUG Segment 202 (LMS Elgendi Beats (5min)):
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DEBUG Segment 203 (LMS Elgendi Beats (5min)):
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DEBUG Segment 204 (LMS Elgendi Beats (5min)):
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DEBUG Segment 205 (LMS Elgendi Beats (5min)):
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DEBUG Segment 206 (LMS Elgendi Beats (5min)):
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DEBUG Segment 207 (LMS Elgendi Beats (5min)):
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DEBUG Segment 208 (LMS Elgendi Beats (5min)):
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DEBUG Segment 209 (LMS Elgendi Beats (5min)):
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DEBUG Segment 210 (LMS Elgendi Beats (5min)):
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DEBUG Segment 211 (LMS Elgendi Beats (5min)):
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DEBUG Segment 212 (LMS Elgendi Beats (5min)):
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DEBUG Segment 213 (LMS Elgendi Beats (5min)):
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DEBUG Segment 214 (LMS Elgendi Beats (5min)):
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DEBUG Segment 215 (LMS Elgendi Beats (5min)):
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DEBUG Segment 216 (LMS Elgendi Beats (5min)):
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DEBUG Segment 217 (LMS Elgendi Beats (5min)):
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DEBUG Segment 218 (LMS Elgendi Beats (5min)):
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DEBUG Segment 219 (LMS Elgendi Beats (5min)):
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DEBUG Segment 220 (LMS Elgendi Beats (5min)):
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DEBUG Segment 221 (LMS Elgendi Beats (5min)):
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DEBUG Segment 222 (LMS Elgendi Beats (5min)):
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DEBUG Segment 223 (LMS Elgendi Beats (5min)):
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DEBUG Segment 224 (LMS Elgendi Beats (5min)):
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DEBUG Segment 225 (LMS Elgendi Beats (5min)):
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DEBUG Segment 226 (LMS Elgendi Beats (5min)):
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DEBUG Segment 227 (LMS Elgendi Beats (5min)):
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DEBUG Segment 228 (LMS Elgendi Beats (5min)):
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DEBUG Segment 229 (LMS Elgendi Beats (5min)):
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DEBUG Segment 230 (LMS Elgendi Beats (5min)):
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DEBUG Segment 231 (LMS Elgendi Beats (5min)):
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DEBUG Segment 232 (LMS Elgendi Beats (5min)):
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DEBUG Segment 233 (LMS Elgendi Beats (5min)):
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DEBUG Segment 234 (LMS Elgendi Beats (5min)):
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DEBUG Segment 235 (LMS Elgendi Beats (5min)):
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DEBUG Segment 236 (LMS Elgendi Beats (5min)):
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DEBUG Segment 237 (LMS Elgendi Beats (5min)):
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DEBUG Segment 238 (LMS Elgendi Beats (5min)):
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DEBUG Segment 239 (LMS Elgendi Beats (5min)):
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DEBUG Segment 240 (LMS Elgendi Beats (5min)):
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DEBUG Segment 241 (LMS Elgendi Beats (5min)):
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DEBUG Segment 242 (LMS Elgendi Beats (5min)):
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DEBUG Segment 243 (LMS Elgendi Beats (5min)):
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DEBUG Segment 244 (LMS Elgendi Beats (5min)):
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DEBUG Segment 245 (LMS Elgendi Beats (5min)):
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DEBUG Segment 246 (LMS Elgendi Beats (5min)):
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DEBUG Segment 247 (LMS Elgendi Beats (5min)):
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DEBUG Segment 248 (LMS Elgendi Beats (5min)):
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DEBUG Segment 249 (LMS Elgendi Beats (5min)):
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DEBUG Segment 250 (LMS Elgendi Beats (5min)):
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DEBUG Segment 251 (LMS Elgendi Beats (5min)):
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DEBUG Segment 252 (LMS Elgendi Beats (5min)):
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DEBUG Segment 253 (LMS Elgendi Beats (5min)):
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DEBUG Segment 254 (LMS Elgendi Beats (5min)):
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DEBUG Segment 255 (LMS Elgendi Beats (5min)):
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DEBUG Segment 256 (LMS Elgendi Beats (5min)):
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DEBUG Segment 257 (LMS Elgendi Beats (5min)):
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DEBUG Segment 258 (LMS Elgendi Beats (5min)):
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DEBUG Segment 259 (LMS Elgendi Beats (5min)):
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DEBUG Segment 260 (LMS Elgendi Beats (5min)):
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DEBUG Segment 261 (LMS Elgendi Beats (5min)):
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DEBUG Segment 262 (LMS Elgendi Beats (5min)):
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DEBUG Segment 263 (LMS Elgendi Beats (5min)):
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DEBUG Segment 264 (LMS Elgendi Beats (5min)):
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DEBUG Segment 265 (LMS Elgendi Beats (5min)):
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DEBUG Segment 266 (LMS Elgendi Beats (5min)):
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DEBUG Segment 267 (LMS Elgendi Beats (5min)):
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DEBUG Segment 268 (LMS Elgendi Beats (5min)):
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DEBUG Segment 269 (LMS Elgendi Beats (5min)):
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DEBUG Segment 270 (LMS Elgendi Beats (5min)):
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DEBUG Segment 271 (LMS Elgendi Beats (5min)):
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DEBUG Segment 272 (LMS Elgendi Beats (5min)):
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DEBUG Segment 273 (LMS Elgendi Beats (5min)):
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DEBUG Segment 274 (LMS Elgendi Beats (5min)):
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DEBUG Segment 275 (LMS Elgendi Beats (5min)):
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DEBUG Segment 276 (LMS Elgendi Beats (5min)):
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DEBUG Segment 277 (LMS Elgendi Beats (5min)):
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DEBUG Segment 278 (LMS Elgendi Beats (5min)):
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DEBUG Segment 279 (LMS Elgendi Beats (5min)):
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DEBUG Segment 280 (LMS Elgendi Beats (5min)):
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DEBUG Segment 281 (LMS Elgendi Beats (5min)):
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DEBUG Segment 282 (LMS Elgendi Beats (5min)):
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DEBUG Segment 283 (LMS Elgendi Beats (5min)):
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DEBUG Segment 284 (LMS Elgendi Beats (5min)):
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DEBUG Segment 285 (LMS Elgendi Beats (5min)):
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DEBUG Segment 286 (LMS Elgendi Beats (5min)):
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DEBUG Segment 287 (LMS Elgendi Beats (5min)):
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DEBUG Segment 288 (LMS Elgendi Beats (5min)):
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DEBUG Segment 289 (LMS Elgendi Beats (5min)):
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DEBUG Segment 290 (LMS Elgendi Beats (5min)):
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DEBUG Segment 291 (LMS Elgendi Beats (5min)):
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DEBUG Segment 292 (LMS Elgendi Beats (5min)):
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DEBUG Segment 293 (LMS Elgendi Beats (5min)):
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DEBUG Segment 294 (LMS Elgendi Beats (5min)):
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DEBUG Segment 295 (LMS Elgendi Beats (5min)):
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DEBUG Segment 296 (LMS Elgendi Beats (5min)):
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DEBUG Segment 297 (LMS Elgendi Beats (5min)):
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DEBUG Segment 298 (LMS Elgendi Beats (5min)):
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DEBUG Segment 299 (LMS Elgendi Beats (5min)):
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DEBUG Segment 300 (LMS Elgendi Beats (5min)):
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DEBUG Segment 301 (LMS Elgendi Beats (5min)):
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DEBUG Segment 302 (LMS Elgendi Beats (5min)):
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DEBUG Segment 303 (LMS Elgendi Beats (5min)):
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DEBUG Segment 304 (LMS Elgendi Beats (5min)):
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DEBUG Segment 305 (LMS Elgendi Beats (5min)):
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DEBUG Segment 306 (LMS Elgendi Beats (5min)):
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DEBUG Segment 307 (LMS Elgendi Beats (5min)):
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DEBUG Segment 308 (LMS Elgendi Beats (5min)):
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DEBUG Segment 309 (LMS Elgendi Beats (5min)):
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DEBUG Segment 310 (LMS Elgendi Beats (5min)):
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DEBUG Segment 311 (LMS Elgendi Beats (5min)):
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DEBUG Segment 312 (LMS Elgendi Beats (5min)):
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DEBUG Segment 313 (LMS Elgendi Beats (5min)):
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DEBUG Segment 314 (LMS Elgendi Beats (5min)):
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DEBUG Segment 315 (LMS Elgendi Beats (5min)):
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DEBUG Segment 316 (LMS Elgendi Beats (5min)):
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DEBUG Segment 317 (LMS Elgendi Beats (5min)):
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DEBUG Segment 318 (LMS Elgendi Beats (5min)):
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DEBUG Segment 319 (LMS Elgendi Beats (5min)):
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DEBUG Segment 320 (LMS Elgendi Beats (5min)):
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DEBUG Segment 321 (LMS Elgendi Beats (5min)):
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DEBUG Segment 322 (LMS Elgendi Beats (5min)):
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DEBUG Segment 323 (LMS Elgendi Beats (5min)):
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DEBUG Segment 324 (LMS Elgendi Beats (5min)):
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DEBUG Segment 325 (LMS Elgendi Beats (5min)):
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DEBUG Segment 326 (LMS Elgendi Beats (5min)):
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DEBUG Segment 327 (LMS Elgendi Beats (5min)):
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DEBUG Segment 328 (LMS Elgendi Beats (5min)):
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DEBUG Segment 329 (LMS Elgendi Beats (5min)):
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DEBUG Segment 330 (LMS Elgendi Beats (5min)):
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DEBUG Segment 331 (LMS Elgendi Beats (5min)):
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DEBUG Segment 332 (LMS Elgendi Beats (5min)):
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DEBUG Segment 333 (LMS Elgendi Beats (5min)):
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DEBUG Segment 334 (LMS Elgendi Beats (5min)):
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DEBUG Segment 335 (LMS Elgendi Beats (5min)):
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DEBUG Segment 336 (LMS Elgendi Beats (5min)):
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DEBUG Segment 337 (LMS Elgendi Beats (5min)):
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DEBUG Segment 338 (LMS Elgendi Beats (5min)):
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DEBUG Segment 339 (LMS Elgendi Beats (5min)):
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DEBUG Segment 340 (LMS Elgendi Beats (5min)):
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DEBUG Segment 341 (LMS Elgendi Beats (5min)):
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DEBUG Segment 342 (LMS Elgendi Beats (5min)):
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---- LMS Elgendi Beats (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added LMS results for Elgendi Beats: CR Rice=1.634, CR Huff=1.757, mean L2=29.99240
Best params for NLMS Elgendi Beats (10s): {'order': 4, 'mu': 0.01} (avg l2-norm=0.00000)

DEBUG Segment 0 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 1 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 2 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 3 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 4 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 5 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 6 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 7 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 8 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 9 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 10 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 11 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 12 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 13 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 14 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 15 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 16 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 17 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 18 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 19 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 20 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 21 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 22 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 23 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 24 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 25 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 26 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 27 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 28 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 29 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 30 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 31 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 32 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 33 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 34 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 40 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 49 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 50 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 51 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 52 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 53 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 54 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 55 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 56 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 57 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 58 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 59 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 60 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 61 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 62 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 63 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 64 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 65 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 66 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 67 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 68 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 69 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 70 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 71 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 72 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 73 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 74 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 75 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 76 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 77 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 78 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 79 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 80 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 81 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 82 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 83 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 84 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 85 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 86 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 87 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 88 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 89 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 90 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 91 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 92 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 93 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 94 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 95 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 96 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 97 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 98 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 99 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 100 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 102 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 103 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 121 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 122 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 123 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 124 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 126 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 127 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 128 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 129 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 130 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 131 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 136 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 138 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 139 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 141 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 142 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 143 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 146 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 147 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 148 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 149 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 150 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 151 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 152 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 153 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 154 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 155 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 156 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 157 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 158 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 159 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 160 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 161 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 162 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 163 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 164 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 165 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 166 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 167 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 168 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 169 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 170 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 171 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 172 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 173 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 174 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 175 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 176 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 177 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 178 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 179 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 180 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 181 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 182 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 183 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 184 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 185 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 186 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 187 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 188 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 189 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 190 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 191 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 192 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 193 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 194 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 195 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 198 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 199 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 200 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 201 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 202 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 203 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 204 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 206 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 212 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 213 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 214 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 215 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 216 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 217 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 218 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 219 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 220 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 221 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 222 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 223 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 224 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 225 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 226 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 227 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 228 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 229 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 230 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 231 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 232 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 233 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 234 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 235 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 236 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 237 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 238 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 239 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 240 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 241 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 242 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 243 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 244 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 245 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 246 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 247 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 248 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 249 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 250 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 251 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 252 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 253 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 254 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 255 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 256 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 257 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 258 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 259 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 260 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 261 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 262 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 263 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 264 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 265 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 266 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 267 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 268 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 269 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 270 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 271 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 272 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 273 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 274 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 275 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 276 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 277 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 278 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 279 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 280 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 281 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 282 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 283 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 284 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 285 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 286 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 287 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 288 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 289 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 290 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 291 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 292 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 293 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 294 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 295 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 296 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 297 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 298 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 299 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 300 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 301 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 302 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 303 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 304 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 305 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 306 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 307 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 308 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 309 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 310 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 311 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 312 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 313 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 314 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 315 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 316 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 317 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 318 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 319 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 320 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 321 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 322 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 323 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 324 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 325 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 326 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 327 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 328 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 329 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 330 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 331 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 332 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 333 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 334 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 335 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 336 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 337 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 338 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 339 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 340 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 341 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 342 (NLMS Elgendi Beats (5min)):
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---- NLMS Elgendi Beats (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added NLMS results for Elgendi Beats: CR Rice=1.534, CR Huff=1.651, mean L2=37.16927
Best params for GASS Elgendi Beats (10s): {'order': 4, 'mu': 1e-07, 'rho': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (GASS Elgendi Beats (5min)):
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DEBUG Segment 1 (GASS Elgendi Beats (5min)):
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DEBUG Segment 2 (GASS Elgendi Beats (5min)):
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DEBUG Segment 3 (GASS Elgendi Beats (5min)):
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DEBUG Segment 4 (GASS Elgendi Beats (5min)):
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DEBUG Segment 5 (GASS Elgendi Beats (5min)):
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DEBUG Segment 6 (GASS Elgendi Beats (5min)):
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DEBUG Segment 7 (GASS Elgendi Beats (5min)):
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DEBUG Segment 8 (GASS Elgendi Beats (5min)):
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DEBUG Segment 9 (GASS Elgendi Beats (5min)):
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DEBUG Segment 10 (GASS Elgendi Beats (5min)):
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DEBUG Segment 11 (GASS Elgendi Beats (5min)):
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DEBUG Segment 12 (GASS Elgendi Beats (5min)):
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DEBUG Segment 13 (GASS Elgendi Beats (5min)):
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DEBUG Segment 14 (GASS Elgendi Beats (5min)):
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DEBUG Segment 15 (GASS Elgendi Beats (5min)):
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DEBUG Segment 16 (GASS Elgendi Beats (5min)):
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DEBUG Segment 17 (GASS Elgendi Beats (5min)):
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DEBUG Segment 18 (GASS Elgendi Beats (5min)):
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DEBUG Segment 20 (GASS Elgendi Beats (5min)):
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DEBUG Segment 21 (GASS Elgendi Beats (5min)):
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DEBUG Segment 22 (GASS Elgendi Beats (5min)):
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DEBUG Segment 279 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-101  -98  -96  -97  -97]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 280 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-83 -81 -81 -81 -83]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 281 (GASS Elgendi Beats (5min)):
Original[4:9]: [-37 -37 -35 -35 -37]
Recon[4:9]:    [-37 -37 -35 -35 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 282 (GASS Elgendi Beats (5min)):
Original[4:9]: [-31 -34 -37 -32 -28]
Recon[4:9]:    [-31 -34 -37 -32 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 283 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-10 -10  -7   0  -1]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 284 (GASS Elgendi Beats (5min)):
Original[4:9]: [-36 -38 -36 -36 -35]
Recon[4:9]:    [-36 -38 -36 -36 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 285 (GASS Elgendi Beats (5min)):
Original[4:9]: [-59 -60 -57 -57 -54]
Recon[4:9]:    [-59 -60 -57 -57 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 286 (GASS Elgendi Beats (5min)):
Original[4:9]: [-64 -64 -64 -64 -66]
Recon[4:9]:    [-64 -64 -64 -64 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 287 (GASS Elgendi Beats (5min)):
Original[4:9]: [-83 -85 -88 -87 -85]
Recon[4:9]:    [-83 -85 -88 -87 -85]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 288 (GASS Elgendi Beats (5min)):
Original[4:9]: [-85 -82 -81 -83 -83]
Recon[4:9]:    [-85 -82 -81 -83 -83]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 289 (GASS Elgendi Beats (5min)):
Original[4:9]: [-81 -78 -81 -82 -81]
Recon[4:9]:    [-81 -78 -81 -82 -81]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 290 (GASS Elgendi Beats (5min)):
Original[4:9]: [-75 -73 -72 -72 -70]
Recon[4:9]:    [-75 -73 -72 -72 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 291 (GASS Elgendi Beats (5min)):
Original[4:9]: [-81 -77 -77 -80 -82]
Recon[4:9]:    [-81 -77 -77 -80 -82]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 292 (GASS Elgendi Beats (5min)):
Original[4:9]: [-82 -81 -86 -83 -80]
Recon[4:9]:    [-82 -81 -86 -83 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 293 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-75 -75 -79 -77 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 294 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-75 -77 -77 -77 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 295 (GASS Elgendi Beats (5min)):
Original[4:9]: [-76 -75 -75 -75 -74]
Recon[4:9]:    [-76 -75 -75 -75 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 296 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-62 -64 -64 -63 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 297 (GASS Elgendi Beats (5min)):
Original[4:9]: [-69 -69 -70 -69 -68]
Recon[4:9]:    [-69 -69 -70 -69 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 298 (GASS Elgendi Beats (5min)):
Original[4:9]: [-77 -74 -73 -74 -76]
Recon[4:9]:    [-77 -74 -73 -74 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 299 (GASS Elgendi Beats (5min)):
Original[4:9]: [-45 -47 -46 -47 -46]
Recon[4:9]:    [-45 -47 -46 -47 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 300 (GASS Elgendi Beats (5min)):
Original[4:9]: [-46 -42 -40 -40 -39]
Recon[4:9]:    [-46 -42 -40 -40 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 301 (GASS Elgendi Beats (5min)):
Original[4:9]: [-46 -43 -40 -43 -42]
Recon[4:9]:    [-46 -43 -40 -43 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 302 (GASS Elgendi Beats (5min)):
Original[4:9]: [-61 -61 -63 -65 -64]
Recon[4:9]:    [-61 -61 -63 -65 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 303 (GASS Elgendi Beats (5min)):
Original[4:9]: [-79 -77 -78 -77 -76]
Recon[4:9]:    [-79 -77 -78 -77 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 304 (GASS Elgendi Beats (5min)):
Original[4:9]: [-93 -90 -88 -86 -85]
Recon[4:9]:    [-93 -90 -88 -86 -85]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 305 (GASS Elgendi Beats (5min)):
Original[4:9]: [-104 -103  -99  -95  -96]
Recon[4:9]:    [-104 -103  -99  -95  -96]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 306 (GASS Elgendi Beats (5min)):
Original[4:9]: [-81 -84 -88 -84 -85]
Recon[4:9]:    [-81 -84 -88 -84 -85]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 307 (GASS Elgendi Beats (5min)):
Original[4:9]: [-65 -64 -64 -65 -64]
Recon[4:9]:    [-65 -64 -64 -65 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 308 (GASS Elgendi Beats (5min)):
Original[4:9]: [-57 -56 -58 -58 -59]
Recon[4:9]:    [-57 -56 -58 -58 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 309 (GASS Elgendi Beats (5min)):
Original[4:9]: [-59 -63 -60 -58 -55]
Recon[4:9]:    [-59 -63 -60 -58 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 310 (GASS Elgendi Beats (5min)):
Original[4:9]: [-68 -67 -66 -66 -70]
Recon[4:9]:    [-68 -67 -66 -66 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 311 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-70 -67 -64 -67 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 312 (GASS Elgendi Beats (5min)):
Original[4:9]: [-46 -38 -33 -37 -44]
Recon[4:9]:    [-46 -38 -33 -37 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 313 (GASS Elgendi Beats (5min)):
Original[4:9]: [-76 -76 -78 -77 -75]
Recon[4:9]:    [-76 -76 -78 -77 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 314 (GASS Elgendi Beats (5min)):
Original[4:9]: [-76 -76 -72 -72 -73]
Recon[4:9]:    [-76 -76 -72 -72 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 315 (GASS Elgendi Beats (5min)):
Original[4:9]: [-60 -57 -53 -55 -57]
Recon[4:9]:    [-60 -57 -53 -55 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 316 (GASS Elgendi Beats (5min)):
Original[4:9]: [-54 -53 -53 -55 -54]
Recon[4:9]:    [-54 -53 -53 -55 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 317 (GASS Elgendi Beats (5min)):
Original[4:9]: [-35 -40 -37 -35 -35]
Recon[4:9]:    [-35 -40 -37 -35 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 318 (GASS Elgendi Beats (5min)):
Original[4:9]: [-37 -37 -36 -39 -41]
Recon[4:9]:    [-37 -37 -36 -39 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 319 (GASS Elgendi Beats (5min)):
Original[4:9]: [-25 -24 -18 -18 -16]
Recon[4:9]:    [-25 -24 -18 -18 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 320 (GASS Elgendi Beats (5min)):
Original[4:9]: [-49 -50 -49 -48 -47]
Recon[4:9]:    [-49 -50 -49 -48 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 321 (GASS Elgendi Beats (5min)):
Original[4:9]: [-66 -68 -68 -67 -66]
Recon[4:9]:    [-66 -68 -68 -67 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 322 (GASS Elgendi Beats (5min)):
Original[4:9]: [-74 -74 -72 -71 -72]
Recon[4:9]:    [-74 -74 -72 -71 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 323 (GASS Elgendi Beats (5min)):
Original[4:9]: [-50 -51 -53 -52 -50]
Recon[4:9]:    [-50 -51 -53 -52 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 324 (GASS Elgendi Beats (5min)):
Original[4:9]: [-73 -71 -69 -67 -67]
Recon[4:9]:    [-73 -71 -69 -67 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 325 (GASS Elgendi Beats (5min)):
Original[4:9]: [-75 -75 -73 -74 -73]
Recon[4:9]:    [-75 -75 -73 -74 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 326 (GASS Elgendi Beats (5min)):
Original[4:9]: [-70 -68 -66 -67 -68]
Recon[4:9]:    [-70 -68 -66 -67 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 327 (GASS Elgendi Beats (5min)):
Original[4:9]: [-66 -68 -68 -69 -69]
Recon[4:9]:    [-66 -68 -68 -69 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 328 (GASS Elgendi Beats (5min)):
Original[4:9]: [-54 -54 -53 -54 -59]
Recon[4:9]:    [-54 -54 -53 -54 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 329 (GASS Elgendi Beats (5min)):
Original[4:9]: [-57 -55 -55 -53 -53]
Recon[4:9]:    [-57 -55 -55 -53 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 330 (GASS Elgendi Beats (5min)):
Original[4:9]: [-36 -32 -29 -26 -26]
Recon[4:9]:    [-36 -32 -29 -26 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 331 (GASS Elgendi Beats (5min)):
Original[4:9]: [-46 -45 -47 -50 -49]
Recon[4:9]:    [-46 -45 -47 -50 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 332 (GASS Elgendi Beats (5min)):
Original[4:9]: [-76 -72 -69 -70 -69]
Recon[4:9]:    [-76 -72 -69 -70 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 333 (GASS Elgendi Beats (5min)):
Original[4:9]: [-92 -91 -92 -93 -95]
Recon[4:9]:    [-92 -91 -92 -93 -95]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 334 (GASS Elgendi Beats (5min)):
Original[4:9]: [-54 -51 -49 -53 -55]
Recon[4:9]:    [-54 -51 -49 -53 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 335 (GASS Elgendi Beats (5min)):
Original[4:9]: [-38 -40 -39 -38 -41]
Recon[4:9]:    [-38 -40 -39 -38 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 336 (GASS Elgendi Beats (5min)):
Original[4:9]: [-14 -17 -15 -12 -13]
Recon[4:9]:    [-14 -17 -15 -12 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 337 (GASS Elgendi Beats (5min)):
Original[4:9]: [-22 -23 -20 -19 -22]
Recon[4:9]:    [-22 -23 -20 -19 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 338 (GASS Elgendi Beats (5min)):
Original[4:9]: [-34 -36 -35 -39 -40]
Recon[4:9]:    [-34 -36 -35 -39 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 339 (GASS Elgendi Beats (5min)):
Original[4:9]: [-47 -47 -51 -52 -52]
Recon[4:9]:    [-47 -47 -51 -52 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 340 (GASS Elgendi Beats (5min)):
Original[4:9]: [-82 -81 -78 -78 -79]
Recon[4:9]:    [-82 -81 -78 -78 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 341 (GASS Elgendi Beats (5min)):
Original[4:9]: [-89 -86 -90 -89 -90]
Recon[4:9]:    [-89 -86 -90 -89 -90]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 342 (GASS Elgendi Beats (5min)):
Original[4:9]: [-82 -83 -86 -87 -86]
Recon[4:9]:    [-82 -83 -86 -87 -86]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- GASS Elgendi Beats (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added GASS results for Elgendi Beats: CR Rice=1.978, CR Huff=2.186, mean L2=19.36655
Best params for LMS Hamilton Beats (10s): {'order': 4, 'mu': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (LMS Hamilton Beats (5min)):
Original[4:9]: [-69 -69 -69 -69 -66]
Recon[4:9]:    [-69 -69 -69 -69 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (LMS Hamilton Beats (5min)):
Original[4:9]: [-63 -65 -69 -70 -66]
Recon[4:9]:    [-63 -65 -69 -70 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (LMS Hamilton Beats (5min)):
Original[4:9]: [-55 -57 -58 -55 -56]
Recon[4:9]:    [-55 -57 -58 -55 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (LMS Hamilton Beats (5min)):
Original[4:9]: [-66 -70 -70 -70 -68]
Recon[4:9]:    [-66 -70 -70 -70 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (LMS Hamilton Beats (5min)):
Original[4:9]: [-83 -86 -84 -83 -82]
Recon[4:9]:    [-83 -86 -84 -83 -82]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (LMS Hamilton Beats (5min)):
Original[4:9]: [-68 -64 -66 -68 -66]
Recon[4:9]:    [-68 -64 -66 -68 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (LMS Hamilton Beats (5min)):
Original[4:9]: [-96 -98 -93 -87 -86]
Recon[4:9]:    [-96 -98 -93 -87 -86]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (LMS Hamilton Beats (5min)):
Original[4:9]: [-93 -88 -85 -84 -88]
Recon[4:9]:    [-93 -88 -85 -84 -88]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (LMS Hamilton Beats (5min)):
Original[4:9]: [-62 -63 -62 -59 -61]
Recon[4:9]:    [-62 -63 -62 -59 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (LMS Hamilton Beats (5min)):
Original[4:9]: [-78 -79 -76 -75 -74]
Recon[4:9]:    [-78 -79 -76 -75 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -57 -60 -61 -59]
Recon[4:9]:    [-59 -57 -60 -61 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (LMS Hamilton Beats (5min)):
Original[4:9]: [-66 -62 -63 -65 -67]
Recon[4:9]:    [-66 -62 -63 -65 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (LMS Hamilton Beats (5min)):
Original[4:9]: [-70 -66 -63 -65 -66]
Recon[4:9]:    [-70 -66 -63 -65 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (LMS Hamilton Beats (5min)):
Original[4:9]: [-60 -58 -59 -61 -57]
Recon[4:9]:    [-60 -58 -59 -61 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (LMS Hamilton Beats (5min)):
Original[4:9]: [-50 -50 -49 -49 -47]
Recon[4:9]:    [-50 -50 -49 -49 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (LMS Hamilton Beats (5min)):
Original[4:9]: [-49 -49 -49 -49 -51]
Recon[4:9]:    [-49 -49 -49 -49 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (LMS Hamilton Beats (5min)):
Original[4:9]: [-89 -88 -85 -84 -83]
Recon[4:9]:    [-89 -88 -85 -84 -83]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (LMS Hamilton Beats (5min)):
Original[4:9]: [-51 -50 -51 -52 -52]
Recon[4:9]:    [-51 -50 -51 -52 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (LMS Hamilton Beats (5min)):
Original[4:9]: [-66 -66 -62 -60 -61]
Recon[4:9]:    [-66 -66 -62 -60 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (LMS Hamilton Beats (5min)):
Original[4:9]: [-82 -81 -80 -81 -76]
Recon[4:9]:    [-82 -81 -80 -81 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (LMS Hamilton Beats (5min)):
Original[4:9]: [-44 -45 -40 -39 -36]
Recon[4:9]:    [-44 -45 -40 -39 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (LMS Hamilton Beats (5min)):
Original[4:9]: [-45 -44 -46 -47 -47]
Recon[4:9]:    [-45 -44 -46 -47 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -57 -61 -62 -60]
Recon[4:9]:    [-57 -57 -61 -62 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (LMS Hamilton Beats (5min)):
Original[4:9]: [-75 -75 -77 -83 -79]
Recon[4:9]:    [-75 -75 -77 -83 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (LMS Hamilton Beats (5min)):
Original[4:9]: [-79 -76 -75 -75 -75]
Recon[4:9]:    [-79 -76 -75 -75 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (LMS Hamilton Beats (5min)):
Original[4:9]: [-77 -79 -79 -78 -77]
Recon[4:9]:    [-77 -79 -79 -78 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (LMS Hamilton Beats (5min)):
Original[4:9]: [-84 -83 -81 -78 -77]
Recon[4:9]:    [-84 -83 -81 -78 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (LMS Hamilton Beats (5min)):
Original[4:9]: [-67 -64 -65 -65 -67]
Recon[4:9]:    [-67 -64 -65 -65 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (LMS Hamilton Beats (5min)):
Original[4:9]: [-61 -58 -60 -64 -63]
Recon[4:9]:    [-61 -58 -60 -64 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (LMS Hamilton Beats (5min)):
Original[4:9]: [-74 -70 -68 -66 -66]
Recon[4:9]:    [-74 -70 -68 -66 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (LMS Hamilton Beats (5min)):
Original[4:9]: [-45 -45 -43 -44 -44]
Recon[4:9]:    [-45 -45 -43 -44 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (LMS Hamilton Beats (5min)):
Original[4:9]: [-41 -38 -39 -37 -35]
Recon[4:9]:    [-41 -38 -39 -37 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (LMS Hamilton Beats (5min)):
Original[4:9]: [-48 -47 -47 -50 -53]
Recon[4:9]:    [-48 -47 -47 -50 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (LMS Hamilton Beats (5min)):
Original[4:9]: [-44 -39 -42 -48 -52]
Recon[4:9]:    [-44 -39 -42 -48 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (LMS Hamilton Beats (5min)):
Original[4:9]: [-75 -72 -71 -73 -77]
Recon[4:9]:    [-75 -72 -71 -73 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (LMS Hamilton Beats (5min)):
Original[4:9]: [-117 -123 -119 -108 -101]
Recon[4:9]:    [-117 -123 -119 -108 -101]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (LMS Hamilton Beats (5min)):
Original[4:9]: [-74 -84 -87 -84 -84]
Recon[4:9]:    [-74 -84 -87 -84 -84]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (LMS Hamilton Beats (5min)):
Original[4:9]: [-68 -75 -73 -62 -58]
Recon[4:9]:    [-68 -75 -73 -62 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (LMS Hamilton Beats (5min)):
Original[4:9]: [-60 -74 -73 -67 -64]
Recon[4:9]:    [-60 -74 -73 -67 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -52 -52 -59 -69]
Recon[4:9]:    [-56 -52 -52 -59 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (LMS Hamilton Beats (5min)):
Original[4:9]: [-53 -51 -54 -57 -56]
Recon[4:9]:    [-53 -51 -54 -57 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (LMS Hamilton Beats (5min)):
Original[4:9]: [-63 -62 -62 -60 -60]
Recon[4:9]:    [-63 -62 -62 -60 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (LMS Hamilton Beats (5min)):
Original[4:9]: [-75 -74 -73 -69 -67]
Recon[4:9]:    [-75 -74 -73 -69 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (LMS Hamilton Beats (5min)):
Original[4:9]: [-89 -86 -86 -88 -86]
Recon[4:9]:    [-89 -86 -86 -88 -86]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (LMS Hamilton Beats (5min)):
Original[4:9]: [-77 -85 -94 -95 -87]
Recon[4:9]:    [-77 -85 -94 -95 -87]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (LMS Hamilton Beats (5min)):
Original[4:9]: [-72 -78 -80 -77 -77]
Recon[4:9]:    [-72 -78 -80 -77 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (LMS Hamilton Beats (5min)):
Original[4:9]: [-36 -36 -34 -41 -44]
Recon[4:9]:    [-36 -36 -34 -41 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (LMS Hamilton Beats (5min)):
Original[4:9]: [-51 -51 -52 -53 -49]
Recon[4:9]:    [-51 -51 -52 -53 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (LMS Hamilton Beats (5min)):
Original[4:9]: [-51 -60 -44 -16  -9]
Recon[4:9]:    [-51 -60 -44 -16  -9]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (LMS Hamilton Beats (5min)):
Original[4:9]: [-63 -65 -69 -61 -59]
Recon[4:9]:    [-63 -65 -69 -61 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (LMS Hamilton Beats (5min)):
Original[4:9]: [-66 -69 -70 -68 -61]
Recon[4:9]:    [-66 -69 -70 -68 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (LMS Hamilton Beats (5min)):
Original[4:9]: [-66 -68 -67 -67 -65]
Recon[4:9]:    [-66 -68 -67 -67 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (LMS Hamilton Beats (5min)):
Original[4:9]: [-69 -70 -69 -66 -66]
Recon[4:9]:    [-69 -70 -69 -66 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 53 (LMS Hamilton Beats (5min)):
Original[4:9]: [-76 -74 -73 -72 -74]
Recon[4:9]:    [-76 -74 -73 -72 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 54 (LMS Hamilton Beats (5min)):
Original[4:9]: [-47 -50 -48 -49 -52]
Recon[4:9]:    [-47 -50 -48 -49 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 55 (LMS Hamilton Beats (5min)):
Original[4:9]: [-32 -36 -33 -31 -30]
Recon[4:9]:    [-32 -36 -33 -31 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 56 (LMS Hamilton Beats (5min)):
Original[4:9]: [-42 -45 -45 -48 -45]
Recon[4:9]:    [-42 -45 -45 -48 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 57 (LMS Hamilton Beats (5min)):
Original[4:9]: [-63 -58 -56 -58 -61]
Recon[4:9]:    [-63 -58 -56 -58 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 58 (LMS Hamilton Beats (5min)):
Original[4:9]: [-60 -57 -55 -59 -62]
Recon[4:9]:    [-60 -57 -55 -59 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 59 (LMS Hamilton Beats (5min)):
Original[4:9]: [-69 -67 -67 -69 -70]
Recon[4:9]:    [-69 -67 -67 -69 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 60 (LMS Hamilton Beats (5min)):
Original[4:9]: [-64 -61 -63 -61 -63]
Recon[4:9]:    [-64 -61 -63 -61 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 61 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -58 -54 -56 -58]
Recon[4:9]:    [-59 -58 -54 -56 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 62 (LMS Hamilton Beats (5min)):
Original[4:9]: [-58 -59 -60 -59 -62]
Recon[4:9]:    [-58 -59 -60 -59 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 63 (LMS Hamilton Beats (5min)):
Original[4:9]: [-58 -60 -61 -61 -57]
Recon[4:9]:    [-58 -60 -61 -61 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 64 (LMS Hamilton Beats (5min)):
Original[4:9]: [-73 -73 -73 -74 -77]
Recon[4:9]:    [-73 -73 -73 -74 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 65 (LMS Hamilton Beats (5min)):
Original[4:9]: [-76 -74 -77 -73 -72]
Recon[4:9]:    [-76 -74 -77 -73 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 66 (LMS Hamilton Beats (5min)):
Original[4:9]: [-68 -70 -70 -69 -68]
Recon[4:9]:    [-68 -70 -70 -69 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 67 (LMS Hamilton Beats (5min)):
Original[4:9]: [-84 -83 -86 -89 -88]
Recon[4:9]:    [-84 -83 -86 -89 -88]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 68 (LMS Hamilton Beats (5min)):
Original[4:9]: [-90 -92 -95 -93 -92]
Recon[4:9]:    [-90 -92 -95 -93 -92]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 69 (LMS Hamilton Beats (5min)):
Original[4:9]: [-89 -92 -91 -89 -89]
Recon[4:9]:    [-89 -92 -91 -89 -89]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 70 (LMS Hamilton Beats (5min)):
Original[4:9]: [-82 -83 -81 -78 -79]
Recon[4:9]:    [-82 -83 -81 -78 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 71 (LMS Hamilton Beats (5min)):
Original[4:9]: [-69 -72 -73 -72 -69]
Recon[4:9]:    [-69 -72 -73 -72 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 72 (LMS Hamilton Beats (5min)):
Original[4:9]: [-61 -60 -60 -62 -66]
Recon[4:9]:    [-61 -60 -60 -62 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 73 (LMS Hamilton Beats (5min)):
Original[4:9]: [-64 -66 -68 -67 -64]
Recon[4:9]:    [-64 -66 -68 -67 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 74 (LMS Hamilton Beats (5min)):
Original[4:9]: [-82 -77 -74 -77 -78]
Recon[4:9]:    [-82 -77 -74 -77 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 75 (LMS Hamilton Beats (5min)):
Original[4:9]: [-89 -86 -86 -86 -86]
Recon[4:9]:    [-89 -86 -86 -86 -86]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 76 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -57 -58 -60 -57]
Recon[4:9]:    [-59 -57 -58 -60 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 77 (LMS Hamilton Beats (5min)):
Original[4:9]: [-37 -36 -42 -40 -39]
Recon[4:9]:    [-37 -36 -42 -40 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 78 (LMS Hamilton Beats (5min)):
Original[4:9]: [-29 -26 -26 -28 -28]
Recon[4:9]:    [-29 -26 -26 -28 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 79 (LMS Hamilton Beats (5min)):
Original[4:9]: [-14 -14 -14 -13 -12]
Recon[4:9]:    [-14 -14 -14 -13 -12]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 80 (LMS Hamilton Beats (5min)):
Original[4:9]: [-10  -7  -6  -9 -12]
Recon[4:9]:    [-10  -7  -6  -9 -12]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 81 (LMS Hamilton Beats (5min)):
Original[4:9]: [-14 -13 -15 -12 -13]
Recon[4:9]:    [-14 -13 -15 -12 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 82 (LMS Hamilton Beats (5min)):
Original[4:9]: [-41 -43 -45 -44 -42]
Recon[4:9]:    [-41 -43 -45 -44 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 83 (LMS Hamilton Beats (5min)):
Original[4:9]: [-47 -45 -45 -42 -41]
Recon[4:9]:    [-47 -45 -45 -42 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 84 (LMS Hamilton Beats (5min)):
Original[4:9]: [-72 -69 -67 -65 -67]
Recon[4:9]:    [-72 -69 -67 -65 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 85 (LMS Hamilton Beats (5min)):
Original[4:9]: [-73 -74 -75 -71 -70]
Recon[4:9]:    [-73 -74 -75 -71 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 86 (LMS Hamilton Beats (5min)):
Original[4:9]: [-70 -70 -70 -67 -65]
Recon[4:9]:    [-70 -70 -70 -67 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 87 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -57 -58 -55 -57]
Recon[4:9]:    [-57 -57 -58 -55 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 88 (LMS Hamilton Beats (5min)):
Original[4:9]: [-69 -71 -68 -64 -65]
Recon[4:9]:    [-69 -71 -68 -64 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 89 (LMS Hamilton Beats (5min)):
Original[4:9]: [-78 -78 -78 -81 -84]
Recon[4:9]:    [-78 -78 -78 -81 -84]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 90 (LMS Hamilton Beats (5min)):
Original[4:9]: [-87 -84 -81 -79 -83]
Recon[4:9]:    [-87 -84 -81 -79 -83]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 91 (LMS Hamilton Beats (5min)):
Original[4:9]: [-73 -76 -74 -72 -70]
Recon[4:9]:    [-73 -76 -74 -72 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 92 (LMS Hamilton Beats (5min)):
Original[4:9]: [-78 -78 -76 -76 -74]
Recon[4:9]:    [-78 -78 -76 -76 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 93 (LMS Hamilton Beats (5min)):
Original[4:9]: [-60 -59 -60 -59 -58]
Recon[4:9]:    [-60 -59 -60 -59 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 94 (LMS Hamilton Beats (5min)):
Original[4:9]: [-52 -52 -50 -46 -49]
Recon[4:9]:    [-52 -52 -50 -46 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 95 (LMS Hamilton Beats (5min)):
Original[4:9]: [-54 -54 -53 -56 -58]
Recon[4:9]:    [-54 -54 -53 -56 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 96 (LMS Hamilton Beats (5min)):
Original[4:9]: [-67 -68 -69 -66 -63]
Recon[4:9]:    [-67 -68 -69 -66 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 97 (LMS Hamilton Beats (5min)):
Original[4:9]: [-74 -76 -76 -78 -78]
Recon[4:9]:    [-74 -76 -76 -78 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 98 (LMS Hamilton Beats (5min)):
Original[4:9]: [-61 -60 -57 -56 -54]
Recon[4:9]:    [-61 -60 -57 -56 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 99 (LMS Hamilton Beats (5min)):
Original[4:9]: [-48 -49 -49 -49 -46]
Recon[4:9]:    [-48 -49 -49 -49 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 100 (LMS Hamilton Beats (5min)):
Original[4:9]: [-51 -53 -56 -58 -52]
Recon[4:9]:    [-51 -53 -56 -58 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 101 (LMS Hamilton Beats (5min)):
Original[4:9]: [-17 -20 -20 -19 -16]
Recon[4:9]:    [-17 -20 -20 -19 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 102 (LMS Hamilton Beats (5min)):
Original[4:9]: [-24 -24 -25 -26 -22]
Recon[4:9]:    [-24 -24 -25 -26 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 103 (LMS Hamilton Beats (5min)):
Original[4:9]: [-53 -50 -47 -46 -46]
Recon[4:9]:    [-53 -50 -47 -46 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 104 (LMS Hamilton Beats (5min)):
Original[4:9]: [-110 -109 -107 -106 -107]
Recon[4:9]:    [-110 -109 -107 -106 -107]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 105 (LMS Hamilton Beats (5min)):
Original[4:9]: [-118 -117 -117 -118 -118]
Recon[4:9]:    [-118 -117 -117 -118 -118]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 106 (LMS Hamilton Beats (5min)):
Original[4:9]: [-106 -106 -107 -103 -101]
Recon[4:9]:    [-106 -106 -107 -103 -101]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 107 (LMS Hamilton Beats (5min)):
Original[4:9]: [-77 -79 -79 -79 -78]
Recon[4:9]:    [-77 -79 -79 -79 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 108 (LMS Hamilton Beats (5min)):
Original[4:9]: [62 64 66 70 74]
Recon[4:9]:    [62 64 66 70 74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 109 (LMS Hamilton Beats (5min)):
Original[4:9]: [206 203 206 208 210]
Recon[4:9]:    [206 203 206 208 210]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 110 (LMS Hamilton Beats (5min)):
Original[4:9]: [80 77 77 76 78]
Recon[4:9]:    [80 77 77 76 78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 111 (LMS Hamilton Beats (5min)):
Original[4:9]: [-31 -32 -32 -31 -32]
Recon[4:9]:    [-31 -32 -32 -31 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 112 (LMS Hamilton Beats (5min)):
Original[4:9]: [-102 -108 -108 -105 -105]
Recon[4:9]:    [-102 -108 -108 -105 -105]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 113 (LMS Hamilton Beats (5min)):
Original[4:9]: [-155 -152 -149 -149 -150]
Recon[4:9]:    [-155 -152 -149 -149 -150]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 114 (LMS Hamilton Beats (5min)):
Original[4:9]: [-195 -197 -203 -203 -199]
Recon[4:9]:    [-195 -197 -203 -203 -199]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 115 (LMS Hamilton Beats (5min)):
Original[4:9]: [-122 -121 -124 -127 -125]
Recon[4:9]:    [-122 -121 -124 -127 -125]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 116 (LMS Hamilton Beats (5min)):
Original[4:9]: [-168 -168 -166 -168 -171]
Recon[4:9]:    [-168 -168 -166 -168 -171]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 117 (LMS Hamilton Beats (5min)):
Original[4:9]: [-195 -194 -196 -195 -192]
Recon[4:9]:    [-195 -194 -196 -195 -192]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 118 (LMS Hamilton Beats (5min)):
Original[4:9]: [-178 -174 -172 -171 -177]
Recon[4:9]:    [-178 -174 -172 -171 -177]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 119 (LMS Hamilton Beats (5min)):
Original[4:9]: [-127 -122 -119 -118 -118]
Recon[4:9]:    [-127 -122 -119 -118 -118]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 120 (LMS Hamilton Beats (5min)):
Original[4:9]: [-102 -107 -108 -106 -102]
Recon[4:9]:    [-102 -107 -108 -106 -102]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 121 (LMS Hamilton Beats (5min)):
Original[4:9]: [-84 -87 -89 -87 -84]
Recon[4:9]:    [-84 -87 -89 -87 -84]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 122 (LMS Hamilton Beats (5min)):
Original[4:9]: [-49 -49 -53 -58 -59]
Recon[4:9]:    [-49 -49 -53 -58 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 123 (LMS Hamilton Beats (5min)):
Original[4:9]: [-43 -43 -46 -45 -45]
Recon[4:9]:    [-43 -43 -46 -45 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 124 (LMS Hamilton Beats (5min)):
Original[4:9]: [-50 -49 -49 -52 -54]
Recon[4:9]:    [-50 -49 -49 -52 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 125 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -85 -101 -107 -104  -92]
Recon[4:9]:    [ -85 -101 -107 -104  -92]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 126 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -99 -100  -94  -88  -86]
Recon[4:9]:    [ -99 -100  -94  -88  -86]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 127 (LMS Hamilton Beats (5min)):
Original[4:9]: [-71 -69 -63 -59 -59]
Recon[4:9]:    [-71 -69 -63 -59 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 128 (LMS Hamilton Beats (5min)):
Original[4:9]: [-63 -66 -66 -70 -69]
Recon[4:9]:    [-63 -66 -66 -70 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 129 (LMS Hamilton Beats (5min)):
Original[4:9]: [-92 -91 -88 -87 -86]
Recon[4:9]:    [-92 -91 -88 -87 -86]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 130 (LMS Hamilton Beats (5min)):
Original[4:9]: [-49 -54 -61 -61 -64]
Recon[4:9]:    [-49 -54 -61 -61 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 131 (LMS Hamilton Beats (5min)):
Original[4:9]: [-51 -53 -59 -59 -58]
Recon[4:9]:    [-51 -53 -59 -59 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 132 (LMS Hamilton Beats (5min)):
Original[4:9]: [74 96 98 93 87]
Recon[4:9]:    [74 96 98 93 87]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 133 (LMS Hamilton Beats (5min)):
Original[4:9]: [-119  -94  -68  -65  -73]
Recon[4:9]:    [-119  -94  -68  -65  -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 134 (LMS Hamilton Beats (5min)):
Original[4:9]: [-112 -115 -118 -112 -107]
Recon[4:9]:    [-112 -115 -118 -112 -107]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 135 (LMS Hamilton Beats (5min)):
Original[4:9]: [-75 -78 -83 -89 -93]
Recon[4:9]:    [-75 -78 -83 -89 -93]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 136 (LMS Hamilton Beats (5min)):
Original[4:9]: [-128 -127 -125 -123 -125]
Recon[4:9]:    [-128 -127 -125 -123 -125]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 137 (LMS Hamilton Beats (5min)):
Original[4:9]: [-132 -130 -131 -129 -129]
Recon[4:9]:    [-132 -130 -131 -129 -129]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 138 (LMS Hamilton Beats (5min)):
Original[4:9]: [-74 -67 -64 -65 -70]
Recon[4:9]:    [-74 -67 -64 -65 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 139 (LMS Hamilton Beats (5min)):
Original[4:9]: [-42 -46 -50 -54 -50]
Recon[4:9]:    [-42 -46 -50 -54 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 140 (LMS Hamilton Beats (5min)):
Original[4:9]: [32 33 30 31 30]
Recon[4:9]:    [32 33 30 31 30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 141 (LMS Hamilton Beats (5min)):
Original[4:9]: [23 24 26 24 20]
Recon[4:9]:    [23 24 26 24 20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 142 (LMS Hamilton Beats (5min)):
Original[4:9]: [37 34 34 33 32]
Recon[4:9]:    [37 34 34 33 32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 143 (LMS Hamilton Beats (5min)):
Original[4:9]: [-49 -53 -57 -53 -52]
Recon[4:9]:    [-49 -53 -57 -53 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 144 (LMS Hamilton Beats (5min)):
Original[4:9]: [-214 -214 -208 -201 -193]
Recon[4:9]:    [-214 -214 -208 -201 -193]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 145 (LMS Hamilton Beats (5min)):
Original[4:9]: [-190 -194 -198 -197 -195]
Recon[4:9]:    [-190 -194 -198 -197 -195]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 146 (LMS Hamilton Beats (5min)):
Original[4:9]: [-175 -181 -187 -191 -191]
Recon[4:9]:    [-175 -181 -187 -191 -191]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 147 (LMS Hamilton Beats (5min)):
Original[4:9]: [-168 -165 -164 -162 -164]
Recon[4:9]:    [-168 -165 -164 -162 -164]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 148 (LMS Hamilton Beats (5min)):
Original[4:9]: [-102  -98  -98  -99 -101]
Recon[4:9]:    [-102  -98  -98  -99 -101]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 149 (LMS Hamilton Beats (5min)):
Original[4:9]: [-139 -141 -145 -146 -147]
Recon[4:9]:    [-139 -141 -145 -146 -147]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 150 (LMS Hamilton Beats (5min)):
Original[4:9]: [-112 -110 -112 -114 -116]
Recon[4:9]:    [-112 -110 -112 -114 -116]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 151 (LMS Hamilton Beats (5min)):
Original[4:9]: [-77 -74 -74 -73 -73]
Recon[4:9]:    [-77 -74 -74 -73 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 152 (LMS Hamilton Beats (5min)):
Original[4:9]: [-37 -35 -38 -42 -41]
Recon[4:9]:    [-37 -35 -38 -42 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 153 (LMS Hamilton Beats (5min)):
Original[4:9]: [-24 -24 -23 -23 -25]
Recon[4:9]:    [-24 -24 -23 -23 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 154 (LMS Hamilton Beats (5min)):
Original[4:9]: [20 13 12 18 21]
Recon[4:9]:    [20 13 12 18 21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 155 (LMS Hamilton Beats (5min)):
Original[4:9]: [17 18 20 23 24]
Recon[4:9]:    [17 18 20 23 24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 156 (LMS Hamilton Beats (5min)):
Original[4:9]: [ 83  99 139 164 163]
Recon[4:9]:    [ 83  99 139 164 163]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 157 (LMS Hamilton Beats (5min)):
Original[4:9]: [-9 -8  9 26 31]
Recon[4:9]:    [-9 -8  9 26 31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 158 (LMS Hamilton Beats (5min)):
Original[4:9]: [-106 -107 -108 -113 -123]
Recon[4:9]:    [-106 -107 -108 -113 -123]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 159 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -60 -65 -63 -65]
Recon[4:9]:    [-59 -60 -65 -63 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 160 (LMS Hamilton Beats (5min)):
Original[4:9]: [-89 -80 -68 -69 -75]
Recon[4:9]:    [-89 -80 -68 -69 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 161 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -54 -58 -63 -68]
Recon[4:9]:    [-57 -54 -58 -63 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 162 (LMS Hamilton Beats (5min)):
Original[4:9]: [-74 -86 -88 -82 -70]
Recon[4:9]:    [-74 -86 -88 -82 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 163 (LMS Hamilton Beats (5min)):
Original[4:9]: [-89 -98 -99 -91 -81]
Recon[4:9]:    [-89 -98 -99 -91 -81]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 164 (LMS Hamilton Beats (5min)):
Original[4:9]: [-113 -124 -132 -136 -138]
Recon[4:9]:    [-113 -124 -132 -136 -138]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 165 (LMS Hamilton Beats (5min)):
Original[4:9]: [-49 -47 -54 -41 -24]
Recon[4:9]:    [-49 -47 -54 -41 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 166 (LMS Hamilton Beats (5min)):
Original[4:9]: [60 47 34 26 31]
Recon[4:9]:    [60 47 34 26 31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 167 (LMS Hamilton Beats (5min)):
Original[4:9]: [-76 -77 -78 -75 -77]
Recon[4:9]:    [-76 -77 -78 -75 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 168 (LMS Hamilton Beats (5min)):
Original[4:9]: [-153 -140 -141 -151 -171]
Recon[4:9]:    [-153 -140 -141 -151 -171]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 169 (LMS Hamilton Beats (5min)):
Original[4:9]: [-122 -130 -130 -128 -129]
Recon[4:9]:    [-122 -130 -130 -128 -129]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 170 (LMS Hamilton Beats (5min)):
Original[4:9]: [-67 -67 -62 -66 -64]
Recon[4:9]:    [-67 -67 -62 -66 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 171 (LMS Hamilton Beats (5min)):
Original[4:9]: [-31 -32 -34 -30 -23]
Recon[4:9]:    [-31 -32 -34 -30 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 172 (LMS Hamilton Beats (5min)):
Original[4:9]: [-5 -4 -5  2  6]
Recon[4:9]:    [-5 -4 -5  2  6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 173 (LMS Hamilton Beats (5min)):
Original[4:9]: [-69 -69 -68 -67 -66]
Recon[4:9]:    [-69 -69 -68 -67 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 174 (LMS Hamilton Beats (5min)):
Original[4:9]: [-100 -102 -104 -107 -108]
Recon[4:9]:    [-100 -102 -104 -107 -108]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 175 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -88 -100 -106 -109 -105]
Recon[4:9]:    [ -88 -100 -106 -109 -105]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 176 (LMS Hamilton Beats (5min)):
Original[4:9]: [-77 -80 -82 -80 -79]
Recon[4:9]:    [-77 -80 -82 -80 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 177 (LMS Hamilton Beats (5min)):
Original[4:9]: [-89 -90 -87 -85 -85]
Recon[4:9]:    [-89 -90 -87 -85 -85]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 178 (LMS Hamilton Beats (5min)):
Original[4:9]: [58 60 60 60 57]
Recon[4:9]:    [58 60 60 60 57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 179 (LMS Hamilton Beats (5min)):
Original[4:9]: [-44 -47 -46 -48 -47]
Recon[4:9]:    [-44 -47 -46 -48 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 180 (LMS Hamilton Beats (5min)):
Original[4:9]: [-96 -95 -93 -90 -90]
Recon[4:9]:    [-96 -95 -93 -90 -90]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 181 (LMS Hamilton Beats (5min)):
Original[4:9]: [-111 -103  -99  -97  -95]
Recon[4:9]:    [-111 -103  -99  -97  -95]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 182 (LMS Hamilton Beats (5min)):
Original[4:9]: [-111 -106 -111 -124 -123]
Recon[4:9]:    [-111 -106 -111 -124 -123]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 183 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -58 -57 -55 -55]
Recon[4:9]:    [-59 -58 -57 -55 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 184 (LMS Hamilton Beats (5min)):
Original[4:9]: [-77 -75 -74 -71 -70]
Recon[4:9]:    [-77 -75 -74 -71 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 185 (LMS Hamilton Beats (5min)):
Original[4:9]: [-87 -89 -85 -83 -83]
Recon[4:9]:    [-87 -89 -85 -83 -83]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 186 (LMS Hamilton Beats (5min)):
Original[4:9]: [-64 -61 -65 -69 -69]
Recon[4:9]:    [-64 -61 -65 -69 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 187 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -54 -54 -54 -55]
Recon[4:9]:    [-56 -54 -54 -54 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 188 (LMS Hamilton Beats (5min)):
Original[4:9]: [-54 -51 -49 -48 -48]
Recon[4:9]:    [-54 -51 -49 -48 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 189 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -57 -60 -59 -59]
Recon[4:9]:    [-59 -57 -60 -59 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 190 (LMS Hamilton Beats (5min)):
Original[4:9]: [-90 -91 -93 -93 -88]
Recon[4:9]:    [-90 -91 -93 -93 -88]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 191 (LMS Hamilton Beats (5min)):
Original[4:9]: [-78 -81 -77 -74 -71]
Recon[4:9]:    [-78 -81 -77 -74 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 192 (LMS Hamilton Beats (5min)):
Original[4:9]: [-107 -104 -106 -109 -109]
Recon[4:9]:    [-107 -104 -106 -109 -109]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 193 (LMS Hamilton Beats (5min)):
Original[4:9]: [-128 -126 -126 -124 -126]
Recon[4:9]:    [-128 -126 -126 -124 -126]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 194 (LMS Hamilton Beats (5min)):
Original[4:9]: [-90 -90 -88 -88 -90]
Recon[4:9]:    [-90 -90 -88 -88 -90]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 195 (LMS Hamilton Beats (5min)):
Original[4:9]: [-74 -76 -72 -67 -67]
Recon[4:9]:    [-74 -76 -72 -67 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 196 (LMS Hamilton Beats (5min)):
Original[4:9]: [-73 -72 -74 -75 -76]
Recon[4:9]:    [-73 -72 -74 -75 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 197 (LMS Hamilton Beats (5min)):
Original[4:9]: [-79 -79 -76 -74 -72]
Recon[4:9]:    [-79 -79 -76 -74 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 198 (LMS Hamilton Beats (5min)):
Original[4:9]: [-73 -75 -78 -76 -75]
Recon[4:9]:    [-73 -75 -78 -76 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 199 (LMS Hamilton Beats (5min)):
Original[4:9]: [-63 -64 -61 -59 -60]
Recon[4:9]:    [-63 -64 -61 -59 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 200 (LMS Hamilton Beats (5min)):
Original[4:9]: [-45 -46 -45 -45 -41]
Recon[4:9]:    [-45 -46 -45 -45 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 201 (LMS Hamilton Beats (5min)):
Original[4:9]: [-74 -77 -73 -69 -68]
Recon[4:9]:    [-74 -77 -73 -69 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 202 (LMS Hamilton Beats (5min)):
Original[4:9]: [-92 -92 -93 -91 -91]
Recon[4:9]:    [-92 -92 -93 -91 -91]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 203 (LMS Hamilton Beats (5min)):
Original[4:9]: [-64 -62 -61 -62 -60]
Recon[4:9]:    [-64 -62 -61 -62 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 204 (LMS Hamilton Beats (5min)):
Original[4:9]: [-60 -65 -62 -56 -55]
Recon[4:9]:    [-60 -65 -62 -56 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 205 (LMS Hamilton Beats (5min)):
Original[4:9]: [-86 -86 -85 -83 -85]
Recon[4:9]:    [-86 -86 -85 -83 -85]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 206 (LMS Hamilton Beats (5min)):
Original[4:9]: [-66 -67 -67 -66 -65]
Recon[4:9]:    [-66 -67 -67 -66 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 207 (LMS Hamilton Beats (5min)):
Original[4:9]: [-584 -584 -585 -582 -581]
Recon[4:9]:    [-584 -584 -585 -582 -581]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 208 (LMS Hamilton Beats (5min)):
Original[4:9]: [258 254 258 257 258]
Recon[4:9]:    [258 254 258 257 258]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 209 (LMS Hamilton Beats (5min)):
Original[4:9]: [137 131 132 135 137]
Recon[4:9]:    [137 131 132 135 137]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 210 (LMS Hamilton Beats (5min)):
Original[4:9]: [6 4 0 4 8]
Recon[4:9]:    [6 4 0 4 8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 211 (LMS Hamilton Beats (5min)):
Original[4:9]: [-68 -67 -66 -68 -64]
Recon[4:9]:    [-68 -67 -66 -68 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 212 (LMS Hamilton Beats (5min)):
Original[4:9]: [-92 -91 -93 -96 -97]
Recon[4:9]:    [-92 -91 -93 -96 -97]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 213 (LMS Hamilton Beats (5min)):
Original[4:9]: [-104 -104 -105 -106 -106]
Recon[4:9]:    [-104 -104 -105 -106 -106]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 214 (LMS Hamilton Beats (5min)):
Original[4:9]: [-76 -75 -72 -74 -75]
Recon[4:9]:    [-76 -75 -72 -74 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 215 (LMS Hamilton Beats (5min)):
Original[4:9]: [-73 -76 -77 -80 -80]
Recon[4:9]:    [-73 -76 -77 -80 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 216 (LMS Hamilton Beats (5min)):
Original[4:9]: [-82 -81 -84 -85 -86]
Recon[4:9]:    [-82 -81 -84 -85 -86]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 217 (LMS Hamilton Beats (5min)):
Original[4:9]: [-82 -80 -78 -80 -81]
Recon[4:9]:    [-82 -80 -78 -80 -81]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 218 (LMS Hamilton Beats (5min)):
Original[4:9]: [-60 -61 -63 -62 -60]
Recon[4:9]:    [-60 -61 -63 -62 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 219 (LMS Hamilton Beats (5min)):
Original[4:9]: [-49 -41 -37 -41 -42]
Recon[4:9]:    [-49 -41 -37 -41 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 220 (LMS Hamilton Beats (5min)):
Original[4:9]: [-48 -50 -49 -48 -51]
Recon[4:9]:    [-48 -50 -49 -48 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 221 (LMS Hamilton Beats (5min)):
Original[4:9]: [-47 -51 -47 -45 -42]
Recon[4:9]:    [-47 -51 -47 -45 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 222 (LMS Hamilton Beats (5min)):
Original[4:9]: [-51 -50 -53 -55 -53]
Recon[4:9]:    [-51 -50 -53 -55 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 223 (LMS Hamilton Beats (5min)):
Original[4:9]: [-48 -48 -49 -49 -49]
Recon[4:9]:    [-48 -48 -49 -49 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 224 (LMS Hamilton Beats (5min)):
Original[4:9]: [-49 -46 -42 -43 -44]
Recon[4:9]:    [-49 -46 -42 -43 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 225 (LMS Hamilton Beats (5min)):
Original[4:9]: [-84 -86 -87 -86 -82]
Recon[4:9]:    [-84 -86 -87 -86 -82]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 226 (LMS Hamilton Beats (5min)):
Original[4:9]: [-70 -75 -71 -68 -67]
Recon[4:9]:    [-70 -75 -71 -68 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 227 (LMS Hamilton Beats (5min)):
Original[4:9]: [-70 -72 -71 -66 -65]
Recon[4:9]:    [-70 -72 -71 -66 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 228 (LMS Hamilton Beats (5min)):
Original[4:9]: [-76 -79 -79 -75 -72]
Recon[4:9]:    [-76 -79 -79 -75 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 229 (LMS Hamilton Beats (5min)):
Original[4:9]: [-92 -92 -91 -90 -87]
Recon[4:9]:    [-92 -92 -91 -90 -87]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 230 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -98  -98 -100 -102 -101]
Recon[4:9]:    [ -98  -98 -100 -102 -101]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 231 (LMS Hamilton Beats (5min)):
Original[4:9]: [-92 -92 -91 -91 -91]
Recon[4:9]:    [-92 -92 -91 -91 -91]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 232 (LMS Hamilton Beats (5min)):
Original[4:9]: [-79 -78 -80 -80 -80]
Recon[4:9]:    [-79 -78 -80 -80 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 233 (LMS Hamilton Beats (5min)):
Original[4:9]: [-96 -94 -92 -93 -94]
Recon[4:9]:    [-96 -94 -92 -93 -94]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 234 (LMS Hamilton Beats (5min)):
Original[4:9]: [-96 -97 -98 -96 -95]
Recon[4:9]:    [-96 -97 -98 -96 -95]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 235 (LMS Hamilton Beats (5min)):
Original[4:9]: [-90 -88 -87 -87 -90]
Recon[4:9]:    [-90 -88 -87 -87 -90]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 236 (LMS Hamilton Beats (5min)):
Original[4:9]: [-76 -74 -72 -69 -71]
Recon[4:9]:    [-76 -74 -72 -69 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 237 (LMS Hamilton Beats (5min)):
Original[4:9]: [-53 -55 -60 -56 -51]
Recon[4:9]:    [-53 -55 -60 -56 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 238 (LMS Hamilton Beats (5min)):
Original[4:9]: [-62 -65 -63 -62 -60]
Recon[4:9]:    [-62 -65 -63 -62 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 239 (LMS Hamilton Beats (5min)):
Original[4:9]: [-58 -61 -64 -64 -62]
Recon[4:9]:    [-58 -61 -64 -64 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 240 (LMS Hamilton Beats (5min)):
Original[4:9]: [-31 -30 -28 -28 -30]
Recon[4:9]:    [-31 -30 -28 -28 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 241 (LMS Hamilton Beats (5min)):
Original[4:9]: [10  8  4  5  3]
Recon[4:9]:    [10  8  4  5  3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 242 (LMS Hamilton Beats (5min)):
Original[4:9]: [-105 -102 -100 -102 -106]
Recon[4:9]:    [-105 -102 -100 -102 -106]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 243 (LMS Hamilton Beats (5min)):
Original[4:9]: [-104 -106 -106 -101  -97]
Recon[4:9]:    [-104 -106 -106 -101  -97]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 244 (LMS Hamilton Beats (5min)):
Original[4:9]: [-64 -64 -64 -67 -69]
Recon[4:9]:    [-64 -64 -64 -67 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 245 (LMS Hamilton Beats (5min)):
Original[4:9]: [-68 -69 -73 -70 -70]
Recon[4:9]:    [-68 -69 -73 -70 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 246 (LMS Hamilton Beats (5min)):
Original[4:9]: [-74 -75 -75 -71 -72]
Recon[4:9]:    [-74 -75 -75 -71 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 247 (LMS Hamilton Beats (5min)):
Original[4:9]: [-82 -82 -81 -81 -80]
Recon[4:9]:    [-82 -82 -81 -81 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 248 (LMS Hamilton Beats (5min)):
Original[4:9]: [-85 -82 -80 -77 -78]
Recon[4:9]:    [-85 -82 -80 -77 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 249 (LMS Hamilton Beats (5min)):
Original[4:9]: [-68 -65 -64 -65 -66]
Recon[4:9]:    [-68 -65 -64 -65 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 250 (LMS Hamilton Beats (5min)):
Original[4:9]: [-54 -55 -52 -53 -49]
Recon[4:9]:    [-54 -55 -52 -53 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 251 (LMS Hamilton Beats (5min)):
Original[4:9]: [-63 -61 -61 -64 -63]
Recon[4:9]:    [-63 -61 -61 -64 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 252 (LMS Hamilton Beats (5min)):
Original[4:9]: [-66 -64 -62 -59 -62]
Recon[4:9]:    [-66 -64 -62 -59 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 253 (LMS Hamilton Beats (5min)):
Original[4:9]: [-42 -39 -36 -39 -41]
Recon[4:9]:    [-42 -39 -36 -39 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 254 (LMS Hamilton Beats (5min)):
Original[4:9]: [-60 -62 -60 -60 -61]
Recon[4:9]:    [-60 -62 -60 -60 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 255 (LMS Hamilton Beats (5min)):
Original[4:9]: [-69 -69 -70 -69 -69]
Recon[4:9]:    [-69 -69 -70 -69 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 256 (LMS Hamilton Beats (5min)):
Original[4:9]: [-49 -47 -51 -50 -48]
Recon[4:9]:    [-49 -47 -51 -50 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 257 (LMS Hamilton Beats (5min)):
Original[4:9]: [-52 -52 -50 -49 -46]
Recon[4:9]:    [-52 -52 -50 -49 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 258 (LMS Hamilton Beats (5min)):
Original[4:9]: [-52 -53 -59 -52 -49]
Recon[4:9]:    [-52 -53 -59 -52 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 259 (LMS Hamilton Beats (5min)):
Original[4:9]: [-48 -44 -45 -44 -43]
Recon[4:9]:    [-48 -44 -45 -44 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 260 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -58 -58 -58 -54]
Recon[4:9]:    [-56 -58 -58 -58 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 261 (LMS Hamilton Beats (5min)):
Original[4:9]: [-34 -31 -30 -31 -31]
Recon[4:9]:    [-34 -31 -30 -31 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 262 (LMS Hamilton Beats (5min)):
Original[4:9]: [-47 -49 -48 -43 -42]
Recon[4:9]:    [-47 -49 -48 -43 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 263 (LMS Hamilton Beats (5min)):
Original[4:9]: [-40 -41 -44 -40 -40]
Recon[4:9]:    [-40 -41 -44 -40 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 264 (LMS Hamilton Beats (5min)):
Original[4:9]: [-46 -46 -47 -50 -51]
Recon[4:9]:    [-46 -46 -47 -50 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 265 (LMS Hamilton Beats (5min)):
Original[4:9]: [-35 -35 -36 -39 -38]
Recon[4:9]:    [-35 -35 -36 -39 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 266 (LMS Hamilton Beats (5min)):
Original[4:9]: [-55 -55 -52 -51 -51]
Recon[4:9]:    [-55 -55 -52 -51 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 267 (LMS Hamilton Beats (5min)):
Original[4:9]: [-76 -76 -71 -70 -70]
Recon[4:9]:    [-76 -76 -71 -70 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 268 (LMS Hamilton Beats (5min)):
Original[4:9]: [-88 -91 -91 -91 -90]
Recon[4:9]:    [-88 -91 -91 -91 -90]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 269 (LMS Hamilton Beats (5min)):
Original[4:9]: [-90 -91 -90 -91 -94]
Recon[4:9]:    [-90 -91 -90 -91 -94]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 270 (LMS Hamilton Beats (5min)):
Original[4:9]: [-65 -63 -61 -62 -61]
Recon[4:9]:    [-65 -63 -61 -62 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 271 (LMS Hamilton Beats (5min)):
Original[4:9]: [-71 -73 -69 -72 -70]
Recon[4:9]:    [-71 -73 -69 -72 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 272 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -61 -68 -72 -71]
Recon[4:9]:    [-56 -61 -68 -72 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 273 (LMS Hamilton Beats (5min)):
Original[4:9]: [-87 -87 -89 -86 -81]
Recon[4:9]:    [-87 -87 -89 -86 -81]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 274 (LMS Hamilton Beats (5min)):
Original[4:9]: [-101 -100 -100 -102 -102]
Recon[4:9]:    [-101 -100 -100 -102 -102]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 275 (LMS Hamilton Beats (5min)):
Original[4:9]: [-93 -92 -94 -95 -95]
Recon[4:9]:    [-93 -92 -94 -95 -95]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 276 (LMS Hamilton Beats (5min)):
Original[4:9]: [-91 -88 -88 -87 -89]
Recon[4:9]:    [-91 -88 -88 -87 -89]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 277 (LMS Hamilton Beats (5min)):
Original[4:9]: [-100  -97  -97  -99 -100]
Recon[4:9]:    [-100  -97  -97  -99 -100]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 278 (LMS Hamilton Beats (5min)):
Original[4:9]: [-103 -101  -98  -96  -97]
Recon[4:9]:    [-103 -101  -98  -96  -97]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 279 (LMS Hamilton Beats (5min)):
Original[4:9]: [-83 -81 -81 -81 -83]
Recon[4:9]:    [-83 -81 -81 -81 -83]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 280 (LMS Hamilton Beats (5min)):
Original[4:9]: [-37 -37 -35 -35 -37]
Recon[4:9]:    [-37 -37 -35 -35 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 281 (LMS Hamilton Beats (5min)):
Original[4:9]: [-31 -34 -37 -32 -28]
Recon[4:9]:    [-31 -34 -37 -32 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 282 (LMS Hamilton Beats (5min)):
Original[4:9]: [-10 -10  -7   0  -1]
Recon[4:9]:    [-10 -10  -7   0  -1]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 283 (LMS Hamilton Beats (5min)):
Original[4:9]: [-36 -38 -36 -36 -35]
Recon[4:9]:    [-36 -38 -36 -36 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 284 (LMS Hamilton Beats (5min)):
Original[4:9]: [-61 -59 -60 -57 -57]
Recon[4:9]:    [-61 -59 -60 -57 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 285 (LMS Hamilton Beats (5min)):
Original[4:9]: [-64 -64 -64 -64 -66]
Recon[4:9]:    [-64 -64 -64 -64 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 286 (LMS Hamilton Beats (5min)):
Original[4:9]: [-85 -83 -85 -88 -87]
Recon[4:9]:    [-85 -83 -85 -88 -87]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 287 (LMS Hamilton Beats (5min)):
Original[4:9]: [-85 -85 -82 -81 -83]
Recon[4:9]:    [-85 -85 -82 -81 -83]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 288 (LMS Hamilton Beats (5min)):
Original[4:9]: [-84 -81 -78 -81 -82]
Recon[4:9]:    [-84 -81 -78 -81 -82]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 289 (LMS Hamilton Beats (5min)):
Original[4:9]: [-75 -73 -72 -72 -70]
Recon[4:9]:    [-75 -73 -72 -72 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 290 (LMS Hamilton Beats (5min)):
Original[4:9]: [-81 -77 -77 -80 -82]
Recon[4:9]:    [-81 -77 -77 -80 -82]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 291 (LMS Hamilton Beats (5min)):
Original[4:9]: [-83 -82 -81 -86 -83]
Recon[4:9]:    [-83 -82 -81 -86 -83]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 292 (LMS Hamilton Beats (5min)):
Original[4:9]: [-78 -75 -75 -79 -77]
Recon[4:9]:    [-78 -75 -75 -79 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 293 (LMS Hamilton Beats (5min)):
Original[4:9]: [-77 -75 -77 -77 -77]
Recon[4:9]:    [-77 -75 -77 -77 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 294 (LMS Hamilton Beats (5min)):
Original[4:9]: [-75 -76 -75 -75 -75]
Recon[4:9]:    [-75 -76 -75 -75 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 295 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -62 -64 -64 -63]
Recon[4:9]:    [-59 -62 -64 -64 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 296 (LMS Hamilton Beats (5min)):
Original[4:9]: [-72 -69 -69 -70 -69]
Recon[4:9]:    [-72 -69 -69 -70 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 297 (LMS Hamilton Beats (5min)):
Original[4:9]: [-77 -74 -73 -74 -76]
Recon[4:9]:    [-77 -74 -73 -74 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 298 (LMS Hamilton Beats (5min)):
Original[4:9]: [-49 -45 -47 -46 -47]
Recon[4:9]:    [-49 -45 -47 -46 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 299 (LMS Hamilton Beats (5min)):
Original[4:9]: [-48 -46 -42 -40 -40]
Recon[4:9]:    [-48 -46 -42 -40 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 300 (LMS Hamilton Beats (5min)):
Original[4:9]: [-49 -46 -43 -40 -43]
Recon[4:9]:    [-49 -46 -43 -40 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 301 (LMS Hamilton Beats (5min)):
Original[4:9]: [-65 -61 -61 -63 -65]
Recon[4:9]:    [-65 -61 -61 -63 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 302 (LMS Hamilton Beats (5min)):
Original[4:9]: [-80 -79 -77 -78 -77]
Recon[4:9]:    [-80 -79 -77 -78 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 303 (LMS Hamilton Beats (5min)):
Original[4:9]: [-89 -93 -90 -88 -86]
Recon[4:9]:    [-89 -93 -90 -88 -86]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 304 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -99 -104 -103  -99  -95]
Recon[4:9]:    [ -99 -104 -103  -99  -95]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 305 (LMS Hamilton Beats (5min)):
Original[4:9]: [-85 -81 -84 -88 -84]
Recon[4:9]:    [-85 -81 -84 -88 -84]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 306 (LMS Hamilton Beats (5min)):
Original[4:9]: [-68 -65 -64 -64 -65]
Recon[4:9]:    [-68 -65 -64 -64 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 307 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -57 -56 -58 -58]
Recon[4:9]:    [-56 -57 -56 -58 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 308 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -59 -63 -60 -58]
Recon[4:9]:    [-57 -59 -63 -60 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 309 (LMS Hamilton Beats (5min)):
Original[4:9]: [-67 -68 -67 -66 -66]
Recon[4:9]:    [-67 -68 -67 -66 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 310 (LMS Hamilton Beats (5min)):
Original[4:9]: [-70 -67 -64 -67 -70]
Recon[4:9]:    [-70 -67 -64 -67 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 311 (LMS Hamilton Beats (5min)):
Original[4:9]: [-46 -38 -33 -37 -44]
Recon[4:9]:    [-46 -38 -33 -37 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 312 (LMS Hamilton Beats (5min)):
Original[4:9]: [-75 -76 -76 -78 -77]
Recon[4:9]:    [-75 -76 -76 -78 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 313 (LMS Hamilton Beats (5min)):
Original[4:9]: [-78 -76 -76 -72 -72]
Recon[4:9]:    [-78 -76 -76 -72 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 314 (LMS Hamilton Beats (5min)):
Original[4:9]: [-60 -57 -53 -55 -57]
Recon[4:9]:    [-60 -57 -53 -55 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 315 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -54 -53 -53 -55]
Recon[4:9]:    [-57 -54 -53 -53 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 316 (LMS Hamilton Beats (5min)):
Original[4:9]: [-36 -35 -40 -37 -35]
Recon[4:9]:    [-36 -35 -40 -37 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 317 (LMS Hamilton Beats (5min)):
Original[4:9]: [-40 -37 -37 -36 -39]
Recon[4:9]:    [-40 -37 -37 -36 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 318 (LMS Hamilton Beats (5min)):
Original[4:9]: [-23 -25 -24 -18 -18]
Recon[4:9]:    [-23 -25 -24 -18 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 319 (LMS Hamilton Beats (5min)):
Original[4:9]: [-47 -49 -50 -49 -48]
Recon[4:9]:    [-47 -49 -50 -49 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 320 (LMS Hamilton Beats (5min)):
Original[4:9]: [-66 -68 -68 -67 -66]
Recon[4:9]:    [-66 -68 -68 -67 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 321 (LMS Hamilton Beats (5min)):
Original[4:9]: [-74 -74 -74 -72 -71]
Recon[4:9]:    [-74 -74 -74 -72 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 322 (LMS Hamilton Beats (5min)):
Original[4:9]: [-51 -50 -51 -53 -52]
Recon[4:9]:    [-51 -50 -51 -53 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 323 (LMS Hamilton Beats (5min)):
Original[4:9]: [-70 -73 -71 -69 -67]
Recon[4:9]:    [-70 -73 -71 -69 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 324 (LMS Hamilton Beats (5min)):
Original[4:9]: [-74 -75 -75 -73 -74]
Recon[4:9]:    [-74 -75 -75 -73 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 325 (LMS Hamilton Beats (5min)):
Original[4:9]: [-69 -70 -68 -66 -67]
Recon[4:9]:    [-69 -70 -68 -66 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 326 (LMS Hamilton Beats (5min)):
Original[4:9]: [-71 -66 -68 -68 -69]
Recon[4:9]:    [-71 -66 -68 -68 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 327 (LMS Hamilton Beats (5min)):
Original[4:9]: [-60 -54 -54 -53 -54]
Recon[4:9]:    [-60 -54 -54 -53 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 328 (LMS Hamilton Beats (5min)):
Original[4:9]: [-53 -57 -55 -55 -53]
Recon[4:9]:    [-53 -57 -55 -55 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 329 (LMS Hamilton Beats (5min)):
Original[4:9]: [-31 -36 -32 -29 -26]
Recon[4:9]:    [-31 -36 -32 -29 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 330 (LMS Hamilton Beats (5min)):
Original[4:9]: [-46 -45 -47 -50 -49]
Recon[4:9]:    [-46 -45 -47 -50 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 331 (LMS Hamilton Beats (5min)):
Original[4:9]: [-76 -72 -69 -70 -69]
Recon[4:9]:    [-76 -72 -69 -70 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 332 (LMS Hamilton Beats (5min)):
Original[4:9]: [-95 -92 -91 -92 -93]
Recon[4:9]:    [-95 -92 -91 -92 -93]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 333 (LMS Hamilton Beats (5min)):
Original[4:9]: [-55 -54 -51 -49 -53]
Recon[4:9]:    [-55 -54 -51 -49 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 334 (LMS Hamilton Beats (5min)):
Original[4:9]: [-39 -38 -40 -39 -38]
Recon[4:9]:    [-39 -38 -40 -39 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 335 (LMS Hamilton Beats (5min)):
Original[4:9]: [-14 -14 -17 -15 -12]
Recon[4:9]:    [-14 -14 -17 -15 -12]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 336 (LMS Hamilton Beats (5min)):
Original[4:9]: [-19 -22 -23 -20 -19]
Recon[4:9]:    [-19 -22 -23 -20 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 337 (LMS Hamilton Beats (5min)):
Original[4:9]: [-38 -34 -36 -35 -39]
Recon[4:9]:    [-38 -34 -36 -35 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 338 (LMS Hamilton Beats (5min)):
Original[4:9]: [-47 -47 -51 -52 -52]
Recon[4:9]:    [-47 -47 -51 -52 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 339 (LMS Hamilton Beats (5min)):
Original[4:9]: [-82 -81 -78 -78 -79]
Recon[4:9]:    [-82 -81 -78 -78 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 340 (LMS Hamilton Beats (5min)):
Original[4:9]: [-86 -89 -86 -90 -89]
Recon[4:9]:    [-86 -89 -86 -90 -89]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- LMS Hamilton Beats (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added LMS results for Hamilton Beats: CR Rice=1.634, CR Huff=1.758, mean L2=29.94363
Best params for NLMS Hamilton Beats (10s): {'order': 4, 'mu': 0.01} (avg l2-norm=0.00000)

DEBUG Segment 0 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-69 -69 -69 -69 -66]
Recon[4:9]:    [-69 -69 -69 -69 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-63 -65 -69 -70 -66]
Recon[4:9]:    [-63 -65 -69 -70 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-55 -57 -58 -55 -56]
Recon[4:9]:    [-55 -57 -58 -55 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-66 -70 -70 -70 -68]
Recon[4:9]:    [-66 -70 -70 -70 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-83 -86 -84 -83 -82]
Recon[4:9]:    [-83 -86 -84 -83 -82]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-68 -64 -66 -68 -66]
Recon[4:9]:    [-68 -64 -66 -68 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-96 -98 -93 -87 -86]
Recon[4:9]:    [-96 -98 -93 -87 -86]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-93 -88 -85 -84 -88]
Recon[4:9]:    [-93 -88 -85 -84 -88]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-62 -63 -62 -59 -61]
Recon[4:9]:    [-62 -63 -62 -59 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-78 -79 -76 -75 -74]
Recon[4:9]:    [-78 -79 -76 -75 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -57 -60 -61 -59]
Recon[4:9]:    [-59 -57 -60 -61 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-66 -62 -63 -65 -67]
Recon[4:9]:    [-66 -62 -63 -65 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-70 -66 -63 -65 -66]
Recon[4:9]:    [-70 -66 -63 -65 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-60 -58 -59 -61 -57]
Recon[4:9]:    [-60 -58 -59 -61 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-50 -50 -49 -49 -47]
Recon[4:9]:    [-50 -50 -49 -49 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-49 -49 -49 -49 -51]
Recon[4:9]:    [-49 -49 -49 -49 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-89 -88 -85 -84 -83]
Recon[4:9]:    [-89 -88 -85 -84 -83]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-51 -50 -51 -52 -52]
Recon[4:9]:    [-51 -50 -51 -52 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-66 -66 -62 -60 -61]
Recon[4:9]:    [-66 -66 -62 -60 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-82 -81 -80 -81 -76]
Recon[4:9]:    [-82 -81 -80 -81 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-44 -45 -40 -39 -36]
Recon[4:9]:    [-44 -45 -40 -39 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-45 -44 -46 -47 -47]
Recon[4:9]:    [-45 -44 -46 -47 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -57 -61 -62 -60]
Recon[4:9]:    [-57 -57 -61 -62 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-75 -75 -77 -83 -79]
Recon[4:9]:    [-75 -75 -77 -83 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-79 -76 -75 -75 -75]
Recon[4:9]:    [-79 -76 -75 -75 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-77 -79 -79 -78 -77]
Recon[4:9]:    [-77 -79 -79 -78 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-84 -83 -81 -78 -77]
Recon[4:9]:    [-84 -83 -81 -78 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-67 -64 -65 -65 -67]
Recon[4:9]:    [-67 -64 -65 -65 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-61 -58 -60 -64 -63]
Recon[4:9]:    [-61 -58 -60 -64 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-74 -70 -68 -66 -66]
Recon[4:9]:    [-74 -70 -68 -66 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-45 -45 -43 -44 -44]
Recon[4:9]:    [-45 -45 -43 -44 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-41 -38 -39 -37 -35]
Recon[4:9]:    [-41 -38 -39 -37 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-48 -47 -47 -50 -53]
Recon[4:9]:    [-48 -47 -47 -50 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-44 -39 -42 -48 -52]
Recon[4:9]:    [-44 -39 -42 -48 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-75 -72 -71 -73 -77]
Recon[4:9]:    [-75 -72 -71 -73 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-117 -123 -119 -108 -101]
Recon[4:9]:    [-117 -123 -119 -108 -101]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-74 -84 -87 -84 -84]
Recon[4:9]:    [-74 -84 -87 -84 -84]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-68 -75 -73 -62 -58]
Recon[4:9]:    [-68 -75 -73 -62 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-60 -74 -73 -67 -64]
Recon[4:9]:    [-60 -74 -73 -67 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -52 -52 -59 -69]
Recon[4:9]:    [-56 -52 -52 -59 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-53 -51 -54 -57 -56]
Recon[4:9]:    [-53 -51 -54 -57 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-63 -62 -62 -60 -60]
Recon[4:9]:    [-63 -62 -62 -60 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-75 -74 -73 -69 -67]
Recon[4:9]:    [-75 -74 -73 -69 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-89 -86 -86 -88 -86]
Recon[4:9]:    [-89 -86 -86 -88 -86]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-77 -85 -94 -95 -87]
Recon[4:9]:    [-77 -85 -94 -95 -87]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-72 -78 -80 -77 -77]
Recon[4:9]:    [-72 -78 -80 -77 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-36 -36 -34 -41 -44]
Recon[4:9]:    [-36 -36 -34 -41 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-51 -51 -52 -53 -49]
Recon[4:9]:    [-51 -51 -52 -53 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-51 -60 -44 -16  -9]
Recon[4:9]:    [-51 -60 -44 -16  -9]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-63 -65 -69 -61 -59]
Recon[4:9]:    [-63 -65 -69 -61 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-66 -69 -70 -68 -61]
Recon[4:9]:    [-66 -69 -70 -68 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-66 -68 -67 -67 -65]
Recon[4:9]:    [-66 -68 -67 -67 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-69 -70 -69 -66 -66]
Recon[4:9]:    [-69 -70 -69 -66 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 53 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-76 -74 -73 -72 -74]
Recon[4:9]:    [-76 -74 -73 -72 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 54 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-47 -50 -48 -49 -52]
Recon[4:9]:    [-47 -50 -48 -49 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 55 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-32 -36 -33 -31 -30]
Recon[4:9]:    [-32 -36 -33 -31 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 56 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-42 -45 -45 -48 -45]
Recon[4:9]:    [-42 -45 -45 -48 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 57 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-63 -58 -56 -58 -61]
Recon[4:9]:    [-63 -58 -56 -58 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 58 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-60 -57 -55 -59 -62]
Recon[4:9]:    [-60 -57 -55 -59 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 59 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-69 -67 -67 -69 -70]
Recon[4:9]:    [-69 -67 -67 -69 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 60 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-64 -61 -63 -61 -63]
Recon[4:9]:    [-64 -61 -63 -61 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 61 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -58 -54 -56 -58]
Recon[4:9]:    [-59 -58 -54 -56 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 62 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-58 -59 -60 -59 -62]
Recon[4:9]:    [-58 -59 -60 -59 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 63 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-58 -60 -61 -61 -57]
Recon[4:9]:    [-58 -60 -61 -61 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 64 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-73 -73 -73 -74 -77]
Recon[4:9]:    [-73 -73 -73 -74 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 65 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-76 -74 -77 -73 -72]
Recon[4:9]:    [-76 -74 -77 -73 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 66 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-68 -70 -70 -69 -68]
Recon[4:9]:    [-68 -70 -70 -69 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 67 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-84 -83 -86 -89 -88]
Recon[4:9]:    [-84 -83 -86 -89 -88]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 68 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-90 -92 -95 -93 -92]
Recon[4:9]:    [-90 -92 -95 -93 -92]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 69 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-89 -92 -91 -89 -89]
Recon[4:9]:    [-89 -92 -91 -89 -89]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 70 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-82 -83 -81 -78 -79]
Recon[4:9]:    [-82 -83 -81 -78 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 71 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-69 -72 -73 -72 -69]
Recon[4:9]:    [-69 -72 -73 -72 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 72 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-61 -60 -60 -62 -66]
Recon[4:9]:    [-61 -60 -60 -62 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 73 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-64 -66 -68 -67 -64]
Recon[4:9]:    [-64 -66 -68 -67 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 74 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-82 -77 -74 -77 -78]
Recon[4:9]:    [-82 -77 -74 -77 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 75 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-89 -86 -86 -86 -86]
Recon[4:9]:    [-89 -86 -86 -86 -86]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 76 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -57 -58 -60 -57]
Recon[4:9]:    [-59 -57 -58 -60 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 77 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-37 -36 -42 -40 -39]
Recon[4:9]:    [-37 -36 -42 -40 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 78 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-29 -26 -26 -28 -28]
Recon[4:9]:    [-29 -26 -26 -28 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 79 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-14 -14 -14 -13 -12]
Recon[4:9]:    [-14 -14 -14 -13 -12]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 80 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-10  -7  -6  -9 -12]
Recon[4:9]:    [-10  -7  -6  -9 -12]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 81 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-14 -13 -15 -12 -13]
Recon[4:9]:    [-14 -13 -15 -12 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 82 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-41 -43 -45 -44 -42]
Recon[4:9]:    [-41 -43 -45 -44 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 83 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-47 -45 -45 -42 -41]
Recon[4:9]:    [-47 -45 -45 -42 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 84 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-72 -69 -67 -65 -67]
Recon[4:9]:    [-72 -69 -67 -65 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 85 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-73 -74 -75 -71 -70]
Recon[4:9]:    [-73 -74 -75 -71 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 86 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-70 -70 -70 -67 -65]
Recon[4:9]:    [-70 -70 -70 -67 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 87 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -57 -58 -55 -57]
Recon[4:9]:    [-57 -57 -58 -55 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 88 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-69 -71 -68 -64 -65]
Recon[4:9]:    [-69 -71 -68 -64 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 89 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-78 -78 -78 -81 -84]
Recon[4:9]:    [-78 -78 -78 -81 -84]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 90 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-87 -84 -81 -79 -83]
Recon[4:9]:    [-87 -84 -81 -79 -83]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 91 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-73 -76 -74 -72 -70]
Recon[4:9]:    [-73 -76 -74 -72 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 92 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-78 -78 -76 -76 -74]
Recon[4:9]:    [-78 -78 -76 -76 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 93 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-60 -59 -60 -59 -58]
Recon[4:9]:    [-60 -59 -60 -59 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 94 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-52 -52 -50 -46 -49]
Recon[4:9]:    [-52 -52 -50 -46 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 95 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-54 -54 -53 -56 -58]
Recon[4:9]:    [-54 -54 -53 -56 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 96 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-67 -68 -69 -66 -63]
Recon[4:9]:    [-67 -68 -69 -66 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 97 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-74 -76 -76 -78 -78]
Recon[4:9]:    [-74 -76 -76 -78 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 98 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-61 -60 -57 -56 -54]
Recon[4:9]:    [-61 -60 -57 -56 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 99 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-48 -49 -49 -49 -46]
Recon[4:9]:    [-48 -49 -49 -49 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 100 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-51 -53 -56 -58 -52]
Recon[4:9]:    [-51 -53 -56 -58 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 101 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-17 -20 -20 -19 -16]
Recon[4:9]:    [-17 -20 -20 -19 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 102 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-24 -24 -25 -26 -22]
Recon[4:9]:    [-24 -24 -25 -26 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 103 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-53 -50 -47 -46 -46]
Recon[4:9]:    [-53 -50 -47 -46 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 104 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-110 -109 -107 -106 -107]
Recon[4:9]:    [-110 -109 -107 -106 -107]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 105 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-118 -117 -117 -118 -118]
Recon[4:9]:    [-118 -117 -117 -118 -118]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 106 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-106 -106 -107 -103 -101]
Recon[4:9]:    [-106 -106 -107 -103 -101]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 107 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-77 -79 -79 -79 -78]
Recon[4:9]:    [-77 -79 -79 -79 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 108 (NLMS Hamilton Beats (5min)):
Original[4:9]: [62 64 66 70 74]
Recon[4:9]:    [62 64 66 70 74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 109 (NLMS Hamilton Beats (5min)):
Original[4:9]: [206 203 206 208 210]
Recon[4:9]:    [206 203 206 208 210]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 110 (NLMS Hamilton Beats (5min)):
Original[4:9]: [80 77 77 76 78]
Recon[4:9]:    [80 77 77 76 78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 111 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-31 -32 -32 -31 -32]
Recon[4:9]:    [-31 -32 -32 -31 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 112 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-102 -108 -108 -105 -105]
Recon[4:9]:    [-102 -108 -108 -105 -105]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 113 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-155 -152 -149 -149 -150]
Recon[4:9]:    [-155 -152 -149 -149 -150]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 114 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-195 -197 -203 -203 -199]
Recon[4:9]:    [-195 -197 -203 -203 -199]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 115 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-122 -121 -124 -127 -125]
Recon[4:9]:    [-122 -121 -124 -127 -125]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 116 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-168 -168 -166 -168 -171]
Recon[4:9]:    [-168 -168 -166 -168 -171]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 117 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-195 -194 -196 -195 -192]
Recon[4:9]:    [-195 -194 -196 -195 -192]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 118 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-178 -174 -172 -171 -177]
Recon[4:9]:    [-178 -174 -172 -171 -177]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 119 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-127 -122 -119 -118 -118]
Recon[4:9]:    [-127 -122 -119 -118 -118]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 120 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-102 -107 -108 -106 -102]
Recon[4:9]:    [-102 -107 -108 -106 -102]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 121 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-84 -87 -89 -87 -84]
Recon[4:9]:    [-84 -87 -89 -87 -84]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 122 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-49 -49 -53 -58 -59]
Recon[4:9]:    [-49 -49 -53 -58 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 123 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-43 -43 -46 -45 -45]
Recon[4:9]:    [-43 -43 -46 -45 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 124 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-50 -49 -49 -52 -54]
Recon[4:9]:    [-50 -49 -49 -52 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 125 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -85 -101 -107 -104  -92]
Recon[4:9]:    [ -85 -101 -107 -104  -92]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 126 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -99 -100  -94  -88  -86]
Recon[4:9]:    [ -99 -100  -94  -88  -86]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 127 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-71 -69 -63 -59 -59]
Recon[4:9]:    [-71 -69 -63 -59 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 128 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-63 -66 -66 -70 -69]
Recon[4:9]:    [-63 -66 -66 -70 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 129 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-92 -91 -88 -87 -86]
Recon[4:9]:    [-92 -91 -88 -87 -86]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 130 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-49 -54 -61 -61 -64]
Recon[4:9]:    [-49 -54 -61 -61 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 131 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-51 -53 -59 -59 -58]
Recon[4:9]:    [-51 -53 -59 -59 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 132 (NLMS Hamilton Beats (5min)):
Original[4:9]: [74 96 98 93 87]
Recon[4:9]:    [74 96 98 93 87]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 133 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-119  -94  -68  -65  -73]
Recon[4:9]:    [-119  -94  -68  -65  -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 134 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-112 -115 -118 -112 -107]
Recon[4:9]:    [-112 -115 -118 -112 -107]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 135 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-75 -78 -83 -89 -93]
Recon[4:9]:    [-75 -78 -83 -89 -93]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 136 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-128 -127 -125 -123 -125]
Recon[4:9]:    [-128 -127 -125 -123 -125]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 137 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-132 -130 -131 -129 -129]
Recon[4:9]:    [-132 -130 -131 -129 -129]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 138 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-74 -67 -64 -65 -70]
Recon[4:9]:    [-74 -67 -64 -65 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 139 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-42 -46 -50 -54 -50]
Recon[4:9]:    [-42 -46 -50 -54 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 140 (NLMS Hamilton Beats (5min)):
Original[4:9]: [32 33 30 31 30]
Recon[4:9]:    [32 33 30 31 30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 141 (NLMS Hamilton Beats (5min)):
Original[4:9]: [23 24 26 24 20]
Recon[4:9]:    [23 24 26 24 20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 142 (NLMS Hamilton Beats (5min)):
Original[4:9]: [37 34 34 33 32]
Recon[4:9]:    [37 34 34 33 32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 143 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-49 -53 -57 -53 -52]
Recon[4:9]:    [-49 -53 -57 -53 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 144 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-214 -214 -208 -201 -193]
Recon[4:9]:    [-214 -214 -208 -201 -193]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 145 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-190 -194 -198 -197 -195]
Recon[4:9]:    [-190 -194 -198 -197 -195]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 146 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-175 -181 -187 -191 -191]
Recon[4:9]:    [-175 -181 -187 -191 -191]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 147 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-168 -165 -164 -162 -164]
Recon[4:9]:    [-168 -165 -164 -162 -164]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 148 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-102  -98  -98  -99 -101]
Recon[4:9]:    [-102  -98  -98  -99 -101]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 149 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-139 -141 -145 -146 -147]
Recon[4:9]:    [-139 -141 -145 -146 -147]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 150 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-112 -110 -112 -114 -116]
Recon[4:9]:    [-112 -110 -112 -114 -116]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 151 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-77 -74 -74 -73 -73]
Recon[4:9]:    [-77 -74 -74 -73 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 152 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-37 -35 -38 -42 -41]
Recon[4:9]:    [-37 -35 -38 -42 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 153 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-24 -24 -23 -23 -25]
Recon[4:9]:    [-24 -24 -23 -23 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 154 (NLMS Hamilton Beats (5min)):
Original[4:9]: [20 13 12 18 21]
Recon[4:9]:    [20 13 12 18 21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 155 (NLMS Hamilton Beats (5min)):
Original[4:9]: [17 18 20 23 24]
Recon[4:9]:    [17 18 20 23 24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 156 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ 83  99 139 164 163]
Recon[4:9]:    [ 83  99 139 164 163]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 157 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-9 -8  9 26 31]
Recon[4:9]:    [-9 -8  9 26 31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 158 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-106 -107 -108 -113 -123]
Recon[4:9]:    [-106 -107 -108 -113 -123]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 159 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -60 -65 -63 -65]
Recon[4:9]:    [-59 -60 -65 -63 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 160 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-89 -80 -68 -69 -75]
Recon[4:9]:    [-89 -80 -68 -69 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 161 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -54 -58 -63 -68]
Recon[4:9]:    [-57 -54 -58 -63 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 162 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-74 -86 -88 -82 -70]
Recon[4:9]:    [-74 -86 -88 -82 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 163 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-89 -98 -99 -91 -81]
Recon[4:9]:    [-89 -98 -99 -91 -81]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 164 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-113 -124 -132 -136 -138]
Recon[4:9]:    [-113 -124 -132 -136 -138]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 165 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-49 -47 -54 -41 -24]
Recon[4:9]:    [-49 -47 -54 -41 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 166 (NLMS Hamilton Beats (5min)):
Original[4:9]: [60 47 34 26 31]
Recon[4:9]:    [60 47 34 26 31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 167 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-76 -77 -78 -75 -77]
Recon[4:9]:    [-76 -77 -78 -75 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 168 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-153 -140 -141 -151 -171]
Recon[4:9]:    [-153 -140 -141 -151 -171]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 169 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-122 -130 -130 -128 -129]
Recon[4:9]:    [-122 -130 -130 -128 -129]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 170 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-67 -67 -62 -66 -64]
Recon[4:9]:    [-67 -67 -62 -66 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 171 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-31 -32 -34 -30 -23]
Recon[4:9]:    [-31 -32 -34 -30 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 172 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-5 -4 -5  2  6]
Recon[4:9]:    [-5 -4 -5  2  6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 173 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-69 -69 -68 -67 -66]
Recon[4:9]:    [-69 -69 -68 -67 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 174 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-100 -102 -104 -107 -108]
Recon[4:9]:    [-100 -102 -104 -107 -108]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 175 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -88 -100 -106 -109 -105]
Recon[4:9]:    [ -88 -100 -106 -109 -105]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 176 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-77 -80 -82 -80 -79]
Recon[4:9]:    [-77 -80 -82 -80 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 177 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-89 -90 -87 -85 -85]
Recon[4:9]:    [-89 -90 -87 -85 -85]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 178 (NLMS Hamilton Beats (5min)):
Original[4:9]: [58 60 60 60 57]
Recon[4:9]:    [58 60 60 60 57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 179 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-44 -47 -46 -48 -47]
Recon[4:9]:    [-44 -47 -46 -48 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 180 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-96 -95 -93 -90 -90]
Recon[4:9]:    [-96 -95 -93 -90 -90]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 181 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-111 -103  -99  -97  -95]
Recon[4:9]:    [-111 -103  -99  -97  -95]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 182 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-111 -106 -111 -124 -123]
Recon[4:9]:    [-111 -106 -111 -124 -123]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 183 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -58 -57 -55 -55]
Recon[4:9]:    [-59 -58 -57 -55 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 184 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-77 -75 -74 -71 -70]
Recon[4:9]:    [-77 -75 -74 -71 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 185 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-87 -89 -85 -83 -83]
Recon[4:9]:    [-87 -89 -85 -83 -83]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 186 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-64 -61 -65 -69 -69]
Recon[4:9]:    [-64 -61 -65 -69 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 187 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -54 -54 -54 -55]
Recon[4:9]:    [-56 -54 -54 -54 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 188 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-54 -51 -49 -48 -48]
Recon[4:9]:    [-54 -51 -49 -48 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 189 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -57 -60 -59 -59]
Recon[4:9]:    [-59 -57 -60 -59 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 190 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-90 -91 -93 -93 -88]
Recon[4:9]:    [-90 -91 -93 -93 -88]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 191 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-78 -81 -77 -74 -71]
Recon[4:9]:    [-78 -81 -77 -74 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 192 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-107 -104 -106 -109 -109]
Recon[4:9]:    [-107 -104 -106 -109 -109]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 193 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-128 -126 -126 -124 -126]
Recon[4:9]:    [-128 -126 -126 -124 -126]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 194 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-90 -90 -88 -88 -90]
Recon[4:9]:    [-90 -90 -88 -88 -90]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 195 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-74 -76 -72 -67 -67]
Recon[4:9]:    [-74 -76 -72 -67 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 196 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-73 -72 -74 -75 -76]
Recon[4:9]:    [-73 -72 -74 -75 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 197 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-79 -79 -76 -74 -72]
Recon[4:9]:    [-79 -79 -76 -74 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 198 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-73 -75 -78 -76 -75]
Recon[4:9]:    [-73 -75 -78 -76 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 199 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-63 -64 -61 -59 -60]
Recon[4:9]:    [-63 -64 -61 -59 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 200 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-45 -46 -45 -45 -41]
Recon[4:9]:    [-45 -46 -45 -45 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 201 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-74 -77 -73 -69 -68]
Recon[4:9]:    [-74 -77 -73 -69 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 202 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-92 -92 -93 -91 -91]
Recon[4:9]:    [-92 -92 -93 -91 -91]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 203 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-64 -62 -61 -62 -60]
Recon[4:9]:    [-64 -62 -61 -62 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 204 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-60 -65 -62 -56 -55]
Recon[4:9]:    [-60 -65 -62 -56 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 205 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-86 -86 -85 -83 -85]
Recon[4:9]:    [-86 -86 -85 -83 -85]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 206 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-66 -67 -67 -66 -65]
Recon[4:9]:    [-66 -67 -67 -66 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 207 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-584 -584 -585 -582 -581]
Recon[4:9]:    [-584 -584 -585 -582 -581]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 208 (NLMS Hamilton Beats (5min)):
Original[4:9]: [258 254 258 257 258]
Recon[4:9]:    [258 254 258 257 258]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 209 (NLMS Hamilton Beats (5min)):
Original[4:9]: [137 131 132 135 137]
Recon[4:9]:    [137 131 132 135 137]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 210 (NLMS Hamilton Beats (5min)):
Original[4:9]: [6 4 0 4 8]
Recon[4:9]:    [6 4 0 4 8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 211 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-68 -67 -66 -68 -64]
Recon[4:9]:    [-68 -67 -66 -68 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 212 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-92 -91 -93 -96 -97]
Recon[4:9]:    [-92 -91 -93 -96 -97]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 213 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-104 -104 -105 -106 -106]
Recon[4:9]:    [-104 -104 -105 -106 -106]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 214 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-76 -75 -72 -74 -75]
Recon[4:9]:    [-76 -75 -72 -74 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 215 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-73 -76 -77 -80 -80]
Recon[4:9]:    [-73 -76 -77 -80 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 216 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-82 -81 -84 -85 -86]
Recon[4:9]:    [-82 -81 -84 -85 -86]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 217 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-82 -80 -78 -80 -81]
Recon[4:9]:    [-82 -80 -78 -80 -81]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 218 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-60 -61 -63 -62 -60]
Recon[4:9]:    [-60 -61 -63 -62 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 219 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-49 -41 -37 -41 -42]
Recon[4:9]:    [-49 -41 -37 -41 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 220 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-48 -50 -49 -48 -51]
Recon[4:9]:    [-48 -50 -49 -48 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 221 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-47 -51 -47 -45 -42]
Recon[4:9]:    [-47 -51 -47 -45 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 222 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-51 -50 -53 -55 -53]
Recon[4:9]:    [-51 -50 -53 -55 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 223 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-48 -48 -49 -49 -49]
Recon[4:9]:    [-48 -48 -49 -49 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 224 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-49 -46 -42 -43 -44]
Recon[4:9]:    [-49 -46 -42 -43 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 225 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-84 -86 -87 -86 -82]
Recon[4:9]:    [-84 -86 -87 -86 -82]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 226 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-70 -75 -71 -68 -67]
Recon[4:9]:    [-70 -75 -71 -68 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 227 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-70 -72 -71 -66 -65]
Recon[4:9]:    [-70 -72 -71 -66 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 228 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-76 -79 -79 -75 -72]
Recon[4:9]:    [-76 -79 -79 -75 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 229 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-92 -92 -91 -90 -87]
Recon[4:9]:    [-92 -92 -91 -90 -87]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 230 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -98  -98 -100 -102 -101]
Recon[4:9]:    [ -98  -98 -100 -102 -101]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 231 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-92 -92 -91 -91 -91]
Recon[4:9]:    [-92 -92 -91 -91 -91]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 232 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-79 -78 -80 -80 -80]
Recon[4:9]:    [-79 -78 -80 -80 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 233 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-96 -94 -92 -93 -94]
Recon[4:9]:    [-96 -94 -92 -93 -94]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 234 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-96 -97 -98 -96 -95]
Recon[4:9]:    [-96 -97 -98 -96 -95]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 235 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-90 -88 -87 -87 -90]
Recon[4:9]:    [-90 -88 -87 -87 -90]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 236 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-76 -74 -72 -69 -71]
Recon[4:9]:    [-76 -74 -72 -69 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 237 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-53 -55 -60 -56 -51]
Recon[4:9]:    [-53 -55 -60 -56 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 238 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-62 -65 -63 -62 -60]
Recon[4:9]:    [-62 -65 -63 -62 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 239 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-58 -61 -64 -64 -62]
Recon[4:9]:    [-58 -61 -64 -64 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 240 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-31 -30 -28 -28 -30]
Recon[4:9]:    [-31 -30 -28 -28 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 241 (NLMS Hamilton Beats (5min)):
Original[4:9]: [10  8  4  5  3]
Recon[4:9]:    [10  8  4  5  3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 242 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-105 -102 -100 -102 -106]
Recon[4:9]:    [-105 -102 -100 -102 -106]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 243 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-104 -106 -106 -101  -97]
Recon[4:9]:    [-104 -106 -106 -101  -97]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 244 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-64 -64 -64 -67 -69]
Recon[4:9]:    [-64 -64 -64 -67 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 245 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-68 -69 -73 -70 -70]
Recon[4:9]:    [-68 -69 -73 -70 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 246 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-74 -75 -75 -71 -72]
Recon[4:9]:    [-74 -75 -75 -71 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 247 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-82 -82 -81 -81 -80]
Recon[4:9]:    [-82 -82 -81 -81 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 248 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-85 -82 -80 -77 -78]
Recon[4:9]:    [-85 -82 -80 -77 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 249 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-68 -65 -64 -65 -66]
Recon[4:9]:    [-68 -65 -64 -65 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 250 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-54 -55 -52 -53 -49]
Recon[4:9]:    [-54 -55 -52 -53 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 251 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-63 -61 -61 -64 -63]
Recon[4:9]:    [-63 -61 -61 -64 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 252 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-66 -64 -62 -59 -62]
Recon[4:9]:    [-66 -64 -62 -59 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 253 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-42 -39 -36 -39 -41]
Recon[4:9]:    [-42 -39 -36 -39 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 254 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-60 -62 -60 -60 -61]
Recon[4:9]:    [-60 -62 -60 -60 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 255 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-69 -69 -70 -69 -69]
Recon[4:9]:    [-69 -69 -70 -69 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 256 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-49 -47 -51 -50 -48]
Recon[4:9]:    [-49 -47 -51 -50 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 257 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-52 -52 -50 -49 -46]
Recon[4:9]:    [-52 -52 -50 -49 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 258 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-52 -53 -59 -52 -49]
Recon[4:9]:    [-52 -53 -59 -52 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 259 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-48 -44 -45 -44 -43]
Recon[4:9]:    [-48 -44 -45 -44 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 260 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -58 -58 -58 -54]
Recon[4:9]:    [-56 -58 -58 -58 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 261 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-34 -31 -30 -31 -31]
Recon[4:9]:    [-34 -31 -30 -31 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 262 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-47 -49 -48 -43 -42]
Recon[4:9]:    [-47 -49 -48 -43 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 263 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-40 -41 -44 -40 -40]
Recon[4:9]:    [-40 -41 -44 -40 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 264 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-46 -46 -47 -50 -51]
Recon[4:9]:    [-46 -46 -47 -50 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 265 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-35 -35 -36 -39 -38]
Recon[4:9]:    [-35 -35 -36 -39 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 266 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-55 -55 -52 -51 -51]
Recon[4:9]:    [-55 -55 -52 -51 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 267 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-76 -76 -71 -70 -70]
Recon[4:9]:    [-76 -76 -71 -70 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 268 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-88 -91 -91 -91 -90]
Recon[4:9]:    [-88 -91 -91 -91 -90]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 269 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-90 -91 -90 -91 -94]
Recon[4:9]:    [-90 -91 -90 -91 -94]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 270 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-65 -63 -61 -62 -61]
Recon[4:9]:    [-65 -63 -61 -62 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 271 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-71 -73 -69 -72 -70]
Recon[4:9]:    [-71 -73 -69 -72 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 272 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -61 -68 -72 -71]
Recon[4:9]:    [-56 -61 -68 -72 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 273 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-87 -87 -89 -86 -81]
Recon[4:9]:    [-87 -87 -89 -86 -81]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 274 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-101 -100 -100 -102 -102]
Recon[4:9]:    [-101 -100 -100 -102 -102]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 275 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-93 -92 -94 -95 -95]
Recon[4:9]:    [-93 -92 -94 -95 -95]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 276 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-91 -88 -88 -87 -89]
Recon[4:9]:    [-91 -88 -88 -87 -89]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 277 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-100  -97  -97  -99 -100]
Recon[4:9]:    [-100  -97  -97  -99 -100]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 278 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-103 -101  -98  -96  -97]
Recon[4:9]:    [-103 -101  -98  -96  -97]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 279 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-83 -81 -81 -81 -83]
Recon[4:9]:    [-83 -81 -81 -81 -83]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 280 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-37 -37 -35 -35 -37]
Recon[4:9]:    [-37 -37 -35 -35 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 281 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-31 -34 -37 -32 -28]
Recon[4:9]:    [-31 -34 -37 -32 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 282 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-10 -10  -7   0  -1]
Recon[4:9]:    [-10 -10  -7   0  -1]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 283 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-36 -38 -36 -36 -35]
Recon[4:9]:    [-36 -38 -36 -36 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 284 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-61 -59 -60 -57 -57]
Recon[4:9]:    [-61 -59 -60 -57 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 285 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-64 -64 -64 -64 -66]
Recon[4:9]:    [-64 -64 -64 -64 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 286 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-85 -83 -85 -88 -87]
Recon[4:9]:    [-85 -83 -85 -88 -87]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 287 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-85 -85 -82 -81 -83]
Recon[4:9]:    [-85 -85 -82 -81 -83]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 288 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-84 -81 -78 -81 -82]
Recon[4:9]:    [-84 -81 -78 -81 -82]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 289 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-75 -73 -72 -72 -70]
Recon[4:9]:    [-75 -73 -72 -72 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 290 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-81 -77 -77 -80 -82]
Recon[4:9]:    [-81 -77 -77 -80 -82]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 291 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-83 -82 -81 -86 -83]
Recon[4:9]:    [-83 -82 -81 -86 -83]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 292 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-78 -75 -75 -79 -77]
Recon[4:9]:    [-78 -75 -75 -79 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 293 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-77 -75 -77 -77 -77]
Recon[4:9]:    [-77 -75 -77 -77 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 294 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-75 -76 -75 -75 -75]
Recon[4:9]:    [-75 -76 -75 -75 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 295 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -62 -64 -64 -63]
Recon[4:9]:    [-59 -62 -64 -64 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 296 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-72 -69 -69 -70 -69]
Recon[4:9]:    [-72 -69 -69 -70 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 297 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-77 -74 -73 -74 -76]
Recon[4:9]:    [-77 -74 -73 -74 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 298 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-49 -45 -47 -46 -47]
Recon[4:9]:    [-49 -45 -47 -46 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 299 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-48 -46 -42 -40 -40]
Recon[4:9]:    [-48 -46 -42 -40 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 300 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-49 -46 -43 -40 -43]
Recon[4:9]:    [-49 -46 -43 -40 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 301 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-65 -61 -61 -63 -65]
Recon[4:9]:    [-65 -61 -61 -63 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 302 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-80 -79 -77 -78 -77]
Recon[4:9]:    [-80 -79 -77 -78 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 303 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-89 -93 -90 -88 -86]
Recon[4:9]:    [-89 -93 -90 -88 -86]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 304 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -99 -104 -103  -99  -95]
Recon[4:9]:    [ -99 -104 -103  -99  -95]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 305 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-85 -81 -84 -88 -84]
Recon[4:9]:    [-85 -81 -84 -88 -84]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 306 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-68 -65 -64 -64 -65]
Recon[4:9]:    [-68 -65 -64 -64 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 307 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -57 -56 -58 -58]
Recon[4:9]:    [-56 -57 -56 -58 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 308 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -59 -63 -60 -58]
Recon[4:9]:    [-57 -59 -63 -60 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 309 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-67 -68 -67 -66 -66]
Recon[4:9]:    [-67 -68 -67 -66 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 310 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-70 -67 -64 -67 -70]
Recon[4:9]:    [-70 -67 -64 -67 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 311 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-46 -38 -33 -37 -44]
Recon[4:9]:    [-46 -38 -33 -37 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 312 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-75 -76 -76 -78 -77]
Recon[4:9]:    [-75 -76 -76 -78 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 313 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-78 -76 -76 -72 -72]
Recon[4:9]:    [-78 -76 -76 -72 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 314 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-60 -57 -53 -55 -57]
Recon[4:9]:    [-60 -57 -53 -55 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 315 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -54 -53 -53 -55]
Recon[4:9]:    [-57 -54 -53 -53 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 316 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-36 -35 -40 -37 -35]
Recon[4:9]:    [-36 -35 -40 -37 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 317 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-40 -37 -37 -36 -39]
Recon[4:9]:    [-40 -37 -37 -36 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 318 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-23 -25 -24 -18 -18]
Recon[4:9]:    [-23 -25 -24 -18 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 319 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-47 -49 -50 -49 -48]
Recon[4:9]:    [-47 -49 -50 -49 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 320 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-66 -68 -68 -67 -66]
Recon[4:9]:    [-66 -68 -68 -67 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 321 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-74 -74 -74 -72 -71]
Recon[4:9]:    [-74 -74 -74 -72 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 322 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-51 -50 -51 -53 -52]
Recon[4:9]:    [-51 -50 -51 -53 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 323 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-70 -73 -71 -69 -67]
Recon[4:9]:    [-70 -73 -71 -69 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 324 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-74 -75 -75 -73 -74]
Recon[4:9]:    [-74 -75 -75 -73 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 325 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-69 -70 -68 -66 -67]
Recon[4:9]:    [-69 -70 -68 -66 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 326 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-71 -66 -68 -68 -69]
Recon[4:9]:    [-71 -66 -68 -68 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 327 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-60 -54 -54 -53 -54]
Recon[4:9]:    [-60 -54 -54 -53 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 328 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-53 -57 -55 -55 -53]
Recon[4:9]:    [-53 -57 -55 -55 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 329 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-31 -36 -32 -29 -26]
Recon[4:9]:    [-31 -36 -32 -29 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 330 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-46 -45 -47 -50 -49]
Recon[4:9]:    [-46 -45 -47 -50 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 331 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-76 -72 -69 -70 -69]
Recon[4:9]:    [-76 -72 -69 -70 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 332 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-95 -92 -91 -92 -93]
Recon[4:9]:    [-95 -92 -91 -92 -93]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 333 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-55 -54 -51 -49 -53]
Recon[4:9]:    [-55 -54 -51 -49 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 334 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-39 -38 -40 -39 -38]
Recon[4:9]:    [-39 -38 -40 -39 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 335 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-14 -14 -17 -15 -12]
Recon[4:9]:    [-14 -14 -17 -15 -12]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 336 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-19 -22 -23 -20 -19]
Recon[4:9]:    [-19 -22 -23 -20 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 337 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-38 -34 -36 -35 -39]
Recon[4:9]:    [-38 -34 -36 -35 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 338 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-47 -47 -51 -52 -52]
Recon[4:9]:    [-47 -47 -51 -52 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 339 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-82 -81 -78 -78 -79]
Recon[4:9]:    [-82 -81 -78 -78 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 340 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-86 -89 -86 -90 -89]
Recon[4:9]:    [-86 -89 -86 -90 -89]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- NLMS Hamilton Beats (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added NLMS results for Hamilton Beats: CR Rice=1.538, CR Huff=1.655, mean L2=36.74763
Best params for GASS Hamilton Beats (10s): {'order': 4, 'mu': 1e-07, 'rho': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (GASS Hamilton Beats (5min)):
Original[4:9]: [-69 -69 -69 -69 -66]
Recon[4:9]:    [-69 -69 -69 -69 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (GASS Hamilton Beats (5min)):
Original[4:9]: [-63 -65 -69 -70 -66]
Recon[4:9]:    [-63 -65 -69 -70 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (GASS Hamilton Beats (5min)):
Original[4:9]: [-55 -57 -58 -55 -56]
Recon[4:9]:    [-55 -57 -58 -55 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (GASS Hamilton Beats (5min)):
Original[4:9]: [-66 -70 -70 -70 -68]
Recon[4:9]:    [-66 -70 -70 -70 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (GASS Hamilton Beats (5min)):
Original[4:9]: [-83 -86 -84 -83 -82]
Recon[4:9]:    [-83 -86 -84 -83 -82]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (GASS Hamilton Beats (5min)):
Original[4:9]: [-68 -64 -66 -68 -66]
Recon[4:9]:    [-68 -64 -66 -68 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (GASS Hamilton Beats (5min)):
Original[4:9]: [-96 -98 -93 -87 -86]
Recon[4:9]:    [-96 -98 -93 -87 -86]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (GASS Hamilton Beats (5min)):
Original[4:9]: [-93 -88 -85 -84 -88]
Recon[4:9]:    [-93 -88 -85 -84 -88]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (GASS Hamilton Beats (5min)):
Original[4:9]: [-62 -63 -62 -59 -61]
Recon[4:9]:    [-62 -63 -62 -59 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (GASS Hamilton Beats (5min)):
Original[4:9]: [-78 -79 -76 -75 -74]
Recon[4:9]:    [-78 -79 -76 -75 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (GASS Hamilton Beats (5min)):
Original[4:9]: [-59 -57 -60 -61 -59]
Recon[4:9]:    [-59 -57 -60 -61 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (GASS Hamilton Beats (5min)):
Original[4:9]: [-66 -62 -63 -65 -67]
Recon[4:9]:    [-66 -62 -63 -65 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (GASS Hamilton Beats (5min)):
Original[4:9]: [-70 -66 -63 -65 -66]
Recon[4:9]:    [-70 -66 -63 -65 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (GASS Hamilton Beats (5min)):
Original[4:9]: [-60 -58 -59 -61 -57]
Recon[4:9]:    [-60 -58 -59 -61 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (GASS Hamilton Beats (5min)):
Original[4:9]: [-50 -50 -49 -49 -47]
Recon[4:9]:    [-50 -50 -49 -49 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (GASS Hamilton Beats (5min)):
Original[4:9]: [-49 -49 -49 -49 -51]
Recon[4:9]:    [-49 -49 -49 -49 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (GASS Hamilton Beats (5min)):
Original[4:9]: [-89 -88 -85 -84 -83]
Recon[4:9]:    [-89 -88 -85 -84 -83]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (GASS Hamilton Beats (5min)):
Original[4:9]: [-51 -50 -51 -52 -52]
Recon[4:9]:    [-51 -50 -51 -52 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (GASS Hamilton Beats (5min)):
Original[4:9]: [-66 -66 -62 -60 -61]
Recon[4:9]:    [-66 -66 -62 -60 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (GASS Hamilton Beats (5min)):
Original[4:9]: [-82 -81 -80 -81 -76]
Recon[4:9]:    [-82 -81 -80 -81 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (GASS Hamilton Beats (5min)):
Original[4:9]: [-44 -45 -40 -39 -36]
Recon[4:9]:    [-44 -45 -40 -39 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (GASS Hamilton Beats (5min)):
Original[4:9]: [-45 -44 -46 -47 -47]
Recon[4:9]:    [-45 -44 -46 -47 -47]
Raw difference: [0 0 0 0 0]
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DEBUG Segment 22 (GASS Hamilton Beats (5min)):
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DEBUG Segment 23 (GASS Hamilton Beats (5min)):
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DEBUG Segment 24 (GASS Hamilton Beats (5min)):
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DEBUG Segment 25 (GASS Hamilton Beats (5min)):
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DEBUG Segment 26 (GASS Hamilton Beats (5min)):
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DEBUG Segment 27 (GASS Hamilton Beats (5min)):
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DEBUG Segment 28 (GASS Hamilton Beats (5min)):
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DEBUG Segment 29 (GASS Hamilton Beats (5min)):
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DEBUG Segment 30 (GASS Hamilton Beats (5min)):
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DEBUG Segment 31 (GASS Hamilton Beats (5min)):
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DEBUG Segment 32 (GASS Hamilton Beats (5min)):
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DEBUG Segment 33 (GASS Hamilton Beats (5min)):
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DEBUG Segment 34 (GASS Hamilton Beats (5min)):
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DEBUG Segment 35 (GASS Hamilton Beats (5min)):
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DEBUG Segment 36 (GASS Hamilton Beats (5min)):
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DEBUG Segment 37 (GASS Hamilton Beats (5min)):
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DEBUG Segment 38 (GASS Hamilton Beats (5min)):
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DEBUG Segment 39 (GASS Hamilton Beats (5min)):
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DEBUG Segment 40 (GASS Hamilton Beats (5min)):
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DEBUG Segment 41 (GASS Hamilton Beats (5min)):
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DEBUG Segment 42 (GASS Hamilton Beats (5min)):
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DEBUG Segment 43 (GASS Hamilton Beats (5min)):
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DEBUG Segment 44 (GASS Hamilton Beats (5min)):
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DEBUG Segment 45 (GASS Hamilton Beats (5min)):
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DEBUG Segment 46 (GASS Hamilton Beats (5min)):
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DEBUG Segment 47 (GASS Hamilton Beats (5min)):
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DEBUG Segment 48 (GASS Hamilton Beats (5min)):
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DEBUG Segment 49 (GASS Hamilton Beats (5min)):
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DEBUG Segment 50 (GASS Hamilton Beats (5min)):
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DEBUG Segment 51 (GASS Hamilton Beats (5min)):
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DEBUG Segment 52 (GASS Hamilton Beats (5min)):
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DEBUG Segment 53 (GASS Hamilton Beats (5min)):
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DEBUG Segment 54 (GASS Hamilton Beats (5min)):
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DEBUG Segment 55 (GASS Hamilton Beats (5min)):
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DEBUG Segment 56 (GASS Hamilton Beats (5min)):
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DEBUG Segment 57 (GASS Hamilton Beats (5min)):
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DEBUG Segment 58 (GASS Hamilton Beats (5min)):
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DEBUG Segment 59 (GASS Hamilton Beats (5min)):
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DEBUG Segment 60 (GASS Hamilton Beats (5min)):
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DEBUG Segment 61 (GASS Hamilton Beats (5min)):
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DEBUG Segment 62 (GASS Hamilton Beats (5min)):
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DEBUG Segment 63 (GASS Hamilton Beats (5min)):
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DEBUG Segment 64 (GASS Hamilton Beats (5min)):
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DEBUG Segment 65 (GASS Hamilton Beats (5min)):
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DEBUG Segment 66 (GASS Hamilton Beats (5min)):
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DEBUG Segment 67 (GASS Hamilton Beats (5min)):
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DEBUG Segment 68 (GASS Hamilton Beats (5min)):
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DEBUG Segment 69 (GASS Hamilton Beats (5min)):
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DEBUG Segment 70 (GASS Hamilton Beats (5min)):
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DEBUG Segment 71 (GASS Hamilton Beats (5min)):
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DEBUG Segment 72 (GASS Hamilton Beats (5min)):
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DEBUG Segment 73 (GASS Hamilton Beats (5min)):
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DEBUG Segment 74 (GASS Hamilton Beats (5min)):
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DEBUG Segment 75 (GASS Hamilton Beats (5min)):
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DEBUG Segment 76 (GASS Hamilton Beats (5min)):
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DEBUG Segment 77 (GASS Hamilton Beats (5min)):
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DEBUG Segment 78 (GASS Hamilton Beats (5min)):
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DEBUG Segment 79 (GASS Hamilton Beats (5min)):
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DEBUG Segment 80 (GASS Hamilton Beats (5min)):
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DEBUG Segment 81 (GASS Hamilton Beats (5min)):
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DEBUG Segment 82 (GASS Hamilton Beats (5min)):
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DEBUG Segment 83 (GASS Hamilton Beats (5min)):
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DEBUG Segment 84 (GASS Hamilton Beats (5min)):
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DEBUG Segment 85 (GASS Hamilton Beats (5min)):
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DEBUG Segment 86 (GASS Hamilton Beats (5min)):
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DEBUG Segment 87 (GASS Hamilton Beats (5min)):
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DEBUG Segment 88 (GASS Hamilton Beats (5min)):
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DEBUG Segment 89 (GASS Hamilton Beats (5min)):
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DEBUG Segment 90 (GASS Hamilton Beats (5min)):
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DEBUG Segment 91 (GASS Hamilton Beats (5min)):
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DEBUG Segment 92 (GASS Hamilton Beats (5min)):
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DEBUG Segment 93 (GASS Hamilton Beats (5min)):
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DEBUG Segment 94 (GASS Hamilton Beats (5min)):
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DEBUG Segment 95 (GASS Hamilton Beats (5min)):
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DEBUG Segment 96 (GASS Hamilton Beats (5min)):
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DEBUG Segment 97 (GASS Hamilton Beats (5min)):
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DEBUG Segment 98 (GASS Hamilton Beats (5min)):
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DEBUG Segment 99 (GASS Hamilton Beats (5min)):
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DEBUG Segment 100 (GASS Hamilton Beats (5min)):
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DEBUG Segment 101 (GASS Hamilton Beats (5min)):
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DEBUG Segment 102 (GASS Hamilton Beats (5min)):
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DEBUG Segment 103 (GASS Hamilton Beats (5min)):
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DEBUG Segment 104 (GASS Hamilton Beats (5min)):
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DEBUG Segment 105 (GASS Hamilton Beats (5min)):
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DEBUG Segment 106 (GASS Hamilton Beats (5min)):
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DEBUG Segment 107 (GASS Hamilton Beats (5min)):
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DEBUG Segment 108 (GASS Hamilton Beats (5min)):
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DEBUG Segment 109 (GASS Hamilton Beats (5min)):
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DEBUG Segment 110 (GASS Hamilton Beats (5min)):
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DEBUG Segment 111 (GASS Hamilton Beats (5min)):
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DEBUG Segment 112 (GASS Hamilton Beats (5min)):
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DEBUG Segment 113 (GASS Hamilton Beats (5min)):
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DEBUG Segment 114 (GASS Hamilton Beats (5min)):
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DEBUG Segment 115 (GASS Hamilton Beats (5min)):
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DEBUG Segment 116 (GASS Hamilton Beats (5min)):
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DEBUG Segment 117 (GASS Hamilton Beats (5min)):
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DEBUG Segment 118 (GASS Hamilton Beats (5min)):
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DEBUG Segment 119 (GASS Hamilton Beats (5min)):
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DEBUG Segment 120 (GASS Hamilton Beats (5min)):
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DEBUG Segment 121 (GASS Hamilton Beats (5min)):
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DEBUG Segment 122 (GASS Hamilton Beats (5min)):
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DEBUG Segment 123 (GASS Hamilton Beats (5min)):
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DEBUG Segment 124 (GASS Hamilton Beats (5min)):
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DEBUG Segment 125 (GASS Hamilton Beats (5min)):
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DEBUG Segment 126 (GASS Hamilton Beats (5min)):
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DEBUG Segment 127 (GASS Hamilton Beats (5min)):
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DEBUG Segment 128 (GASS Hamilton Beats (5min)):
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DEBUG Segment 129 (GASS Hamilton Beats (5min)):
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DEBUG Segment 130 (GASS Hamilton Beats (5min)):
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DEBUG Segment 131 (GASS Hamilton Beats (5min)):
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DEBUG Segment 132 (GASS Hamilton Beats (5min)):
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DEBUG Segment 133 (GASS Hamilton Beats (5min)):
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DEBUG Segment 134 (GASS Hamilton Beats (5min)):
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DEBUG Segment 135 (GASS Hamilton Beats (5min)):
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DEBUG Segment 136 (GASS Hamilton Beats (5min)):
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DEBUG Segment 137 (GASS Hamilton Beats (5min)):
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DEBUG Segment 138 (GASS Hamilton Beats (5min)):
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DEBUG Segment 139 (GASS Hamilton Beats (5min)):
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DEBUG Segment 140 (GASS Hamilton Beats (5min)):
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DEBUG Segment 141 (GASS Hamilton Beats (5min)):
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DEBUG Segment 142 (GASS Hamilton Beats (5min)):
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DEBUG Segment 143 (GASS Hamilton Beats (5min)):
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DEBUG Segment 144 (GASS Hamilton Beats (5min)):
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DEBUG Segment 145 (GASS Hamilton Beats (5min)):
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DEBUG Segment 146 (GASS Hamilton Beats (5min)):
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DEBUG Segment 147 (GASS Hamilton Beats (5min)):
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DEBUG Segment 148 (GASS Hamilton Beats (5min)):
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DEBUG Segment 149 (GASS Hamilton Beats (5min)):
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DEBUG Segment 150 (GASS Hamilton Beats (5min)):
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DEBUG Segment 151 (GASS Hamilton Beats (5min)):
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DEBUG Segment 152 (GASS Hamilton Beats (5min)):
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DEBUG Segment 153 (GASS Hamilton Beats (5min)):
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DEBUG Segment 154 (GASS Hamilton Beats (5min)):
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DEBUG Segment 155 (GASS Hamilton Beats (5min)):
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DEBUG Segment 156 (GASS Hamilton Beats (5min)):
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DEBUG Segment 157 (GASS Hamilton Beats (5min)):
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DEBUG Segment 158 (GASS Hamilton Beats (5min)):
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DEBUG Segment 159 (GASS Hamilton Beats (5min)):
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DEBUG Segment 160 (GASS Hamilton Beats (5min)):
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DEBUG Segment 161 (GASS Hamilton Beats (5min)):
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DEBUG Segment 162 (GASS Hamilton Beats (5min)):
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DEBUG Segment 163 (GASS Hamilton Beats (5min)):
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DEBUG Segment 164 (GASS Hamilton Beats (5min)):
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DEBUG Segment 165 (GASS Hamilton Beats (5min)):
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DEBUG Segment 166 (GASS Hamilton Beats (5min)):
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DEBUG Segment 167 (GASS Hamilton Beats (5min)):
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DEBUG Segment 168 (GASS Hamilton Beats (5min)):
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DEBUG Segment 169 (GASS Hamilton Beats (5min)):
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DEBUG Segment 170 (GASS Hamilton Beats (5min)):
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DEBUG Segment 171 (GASS Hamilton Beats (5min)):
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DEBUG Segment 172 (GASS Hamilton Beats (5min)):
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DEBUG Segment 173 (GASS Hamilton Beats (5min)):
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DEBUG Segment 174 (GASS Hamilton Beats (5min)):
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DEBUG Segment 175 (GASS Hamilton Beats (5min)):
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DEBUG Segment 176 (GASS Hamilton Beats (5min)):
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DEBUG Segment 177 (GASS Hamilton Beats (5min)):
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DEBUG Segment 178 (GASS Hamilton Beats (5min)):
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DEBUG Segment 179 (GASS Hamilton Beats (5min)):
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DEBUG Segment 180 (GASS Hamilton Beats (5min)):
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DEBUG Segment 181 (GASS Hamilton Beats (5min)):
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DEBUG Segment 182 (GASS Hamilton Beats (5min)):
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DEBUG Segment 183 (GASS Hamilton Beats (5min)):
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DEBUG Segment 184 (GASS Hamilton Beats (5min)):
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DEBUG Segment 185 (GASS Hamilton Beats (5min)):
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DEBUG Segment 186 (GASS Hamilton Beats (5min)):
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DEBUG Segment 187 (GASS Hamilton Beats (5min)):
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DEBUG Segment 188 (GASS Hamilton Beats (5min)):
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DEBUG Segment 189 (GASS Hamilton Beats (5min)):
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DEBUG Segment 190 (GASS Hamilton Beats (5min)):
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DEBUG Segment 191 (GASS Hamilton Beats (5min)):
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DEBUG Segment 192 (GASS Hamilton Beats (5min)):
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DEBUG Segment 193 (GASS Hamilton Beats (5min)):
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DEBUG Segment 194 (GASS Hamilton Beats (5min)):
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DEBUG Segment 195 (GASS Hamilton Beats (5min)):
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DEBUG Segment 196 (GASS Hamilton Beats (5min)):
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DEBUG Segment 197 (GASS Hamilton Beats (5min)):
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DEBUG Segment 198 (GASS Hamilton Beats (5min)):
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DEBUG Segment 199 (GASS Hamilton Beats (5min)):
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DEBUG Segment 200 (GASS Hamilton Beats (5min)):
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DEBUG Segment 201 (GASS Hamilton Beats (5min)):
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DEBUG Segment 202 (GASS Hamilton Beats (5min)):
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DEBUG Segment 203 (GASS Hamilton Beats (5min)):
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DEBUG Segment 204 (GASS Hamilton Beats (5min)):
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DEBUG Segment 205 (GASS Hamilton Beats (5min)):
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DEBUG Segment 206 (GASS Hamilton Beats (5min)):
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DEBUG Segment 207 (GASS Hamilton Beats (5min)):
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DEBUG Segment 208 (GASS Hamilton Beats (5min)):
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DEBUG Segment 209 (GASS Hamilton Beats (5min)):
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DEBUG Segment 210 (GASS Hamilton Beats (5min)):
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DEBUG Segment 211 (GASS Hamilton Beats (5min)):
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DEBUG Segment 212 (GASS Hamilton Beats (5min)):
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DEBUG Segment 213 (GASS Hamilton Beats (5min)):
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DEBUG Segment 214 (GASS Hamilton Beats (5min)):
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DEBUG Segment 215 (GASS Hamilton Beats (5min)):
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DEBUG Segment 216 (GASS Hamilton Beats (5min)):
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DEBUG Segment 217 (GASS Hamilton Beats (5min)):
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DEBUG Segment 218 (GASS Hamilton Beats (5min)):
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DEBUG Segment 219 (GASS Hamilton Beats (5min)):
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DEBUG Segment 220 (GASS Hamilton Beats (5min)):
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DEBUG Segment 221 (GASS Hamilton Beats (5min)):
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DEBUG Segment 222 (GASS Hamilton Beats (5min)):
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DEBUG Segment 223 (GASS Hamilton Beats (5min)):
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DEBUG Segment 224 (GASS Hamilton Beats (5min)):
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DEBUG Segment 225 (GASS Hamilton Beats (5min)):
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DEBUG Segment 226 (GASS Hamilton Beats (5min)):
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DEBUG Segment 227 (GASS Hamilton Beats (5min)):
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DEBUG Segment 228 (GASS Hamilton Beats (5min)):
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DEBUG Segment 229 (GASS Hamilton Beats (5min)):
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DEBUG Segment 230 (GASS Hamilton Beats (5min)):
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DEBUG Segment 231 (GASS Hamilton Beats (5min)):
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DEBUG Segment 232 (GASS Hamilton Beats (5min)):
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DEBUG Segment 233 (GASS Hamilton Beats (5min)):
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DEBUG Segment 234 (GASS Hamilton Beats (5min)):
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DEBUG Segment 235 (GASS Hamilton Beats (5min)):
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DEBUG Segment 236 (GASS Hamilton Beats (5min)):
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DEBUG Segment 237 (GASS Hamilton Beats (5min)):
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DEBUG Segment 238 (GASS Hamilton Beats (5min)):
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DEBUG Segment 239 (GASS Hamilton Beats (5min)):
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DEBUG Segment 240 (GASS Hamilton Beats (5min)):
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DEBUG Segment 241 (GASS Hamilton Beats (5min)):
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DEBUG Segment 242 (GASS Hamilton Beats (5min)):
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DEBUG Segment 243 (GASS Hamilton Beats (5min)):
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DEBUG Segment 244 (GASS Hamilton Beats (5min)):
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DEBUG Segment 245 (GASS Hamilton Beats (5min)):
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DEBUG Segment 246 (GASS Hamilton Beats (5min)):
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DEBUG Segment 247 (GASS Hamilton Beats (5min)):
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DEBUG Segment 248 (GASS Hamilton Beats (5min)):
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DEBUG Segment 249 (GASS Hamilton Beats (5min)):
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DEBUG Segment 250 (GASS Hamilton Beats (5min)):
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DEBUG Segment 251 (GASS Hamilton Beats (5min)):
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DEBUG Segment 252 (GASS Hamilton Beats (5min)):
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DEBUG Segment 253 (GASS Hamilton Beats (5min)):
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DEBUG Segment 254 (GASS Hamilton Beats (5min)):
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DEBUG Segment 255 (GASS Hamilton Beats (5min)):
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DEBUG Segment 256 (GASS Hamilton Beats (5min)):
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DEBUG Segment 257 (GASS Hamilton Beats (5min)):
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DEBUG Segment 258 (GASS Hamilton Beats (5min)):
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DEBUG Segment 259 (GASS Hamilton Beats (5min)):
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DEBUG Segment 260 (GASS Hamilton Beats (5min)):
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DEBUG Segment 261 (GASS Hamilton Beats (5min)):
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DEBUG Segment 262 (GASS Hamilton Beats (5min)):
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DEBUG Segment 263 (GASS Hamilton Beats (5min)):
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DEBUG Segment 264 (GASS Hamilton Beats (5min)):
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DEBUG Segment 265 (GASS Hamilton Beats (5min)):
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DEBUG Segment 266 (GASS Hamilton Beats (5min)):
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DEBUG Segment 267 (GASS Hamilton Beats (5min)):
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DEBUG Segment 268 (GASS Hamilton Beats (5min)):
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DEBUG Segment 269 (GASS Hamilton Beats (5min)):
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DEBUG Segment 270 (GASS Hamilton Beats (5min)):
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DEBUG Segment 271 (GASS Hamilton Beats (5min)):
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DEBUG Segment 272 (GASS Hamilton Beats (5min)):
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DEBUG Segment 273 (GASS Hamilton Beats (5min)):
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DEBUG Segment 274 (GASS Hamilton Beats (5min)):
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DEBUG Segment 275 (GASS Hamilton Beats (5min)):
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DEBUG Segment 276 (GASS Hamilton Beats (5min)):
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DEBUG Segment 277 (GASS Hamilton Beats (5min)):
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DEBUG Segment 278 (GASS Hamilton Beats (5min)):
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DEBUG Segment 279 (GASS Hamilton Beats (5min)):
Original[4:9]: [-83 -81 -81 -81 -83]
Recon[4:9]:    [-83 -81 -81 -81 -83]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 280 (GASS Hamilton Beats (5min)):
Original[4:9]: [-37 -37 -35 -35 -37]
Recon[4:9]:    [-37 -37 -35 -35 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 281 (GASS Hamilton Beats (5min)):
Original[4:9]: [-31 -34 -37 -32 -28]
Recon[4:9]:    [-31 -34 -37 -32 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 282 (GASS Hamilton Beats (5min)):
Original[4:9]: [-10 -10  -7   0  -1]
Recon[4:9]:    [-10 -10  -7   0  -1]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 283 (GASS Hamilton Beats (5min)):
Original[4:9]: [-36 -38 -36 -36 -35]
Recon[4:9]:    [-36 -38 -36 -36 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 284 (GASS Hamilton Beats (5min)):
Original[4:9]: [-61 -59 -60 -57 -57]
Recon[4:9]:    [-61 -59 -60 -57 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 285 (GASS Hamilton Beats (5min)):
Original[4:9]: [-64 -64 -64 -64 -66]
Recon[4:9]:    [-64 -64 -64 -64 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 286 (GASS Hamilton Beats (5min)):
Original[4:9]: [-85 -83 -85 -88 -87]
Recon[4:9]:    [-85 -83 -85 -88 -87]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 287 (GASS Hamilton Beats (5min)):
Original[4:9]: [-85 -85 -82 -81 -83]
Recon[4:9]:    [-85 -85 -82 -81 -83]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 288 (GASS Hamilton Beats (5min)):
Original[4:9]: [-84 -81 -78 -81 -82]
Recon[4:9]:    [-84 -81 -78 -81 -82]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 289 (GASS Hamilton Beats (5min)):
Original[4:9]: [-75 -73 -72 -72 -70]
Recon[4:9]:    [-75 -73 -72 -72 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 290 (GASS Hamilton Beats (5min)):
Original[4:9]: [-81 -77 -77 -80 -82]
Recon[4:9]:    [-81 -77 -77 -80 -82]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 291 (GASS Hamilton Beats (5min)):
Original[4:9]: [-83 -82 -81 -86 -83]
Recon[4:9]:    [-83 -82 -81 -86 -83]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 292 (GASS Hamilton Beats (5min)):
Original[4:9]: [-78 -75 -75 -79 -77]
Recon[4:9]:    [-78 -75 -75 -79 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 293 (GASS Hamilton Beats (5min)):
Original[4:9]: [-77 -75 -77 -77 -77]
Recon[4:9]:    [-77 -75 -77 -77 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 294 (GASS Hamilton Beats (5min)):
Original[4:9]: [-75 -76 -75 -75 -75]
Recon[4:9]:    [-75 -76 -75 -75 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 295 (GASS Hamilton Beats (5min)):
Original[4:9]: [-59 -62 -64 -64 -63]
Recon[4:9]:    [-59 -62 -64 -64 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 296 (GASS Hamilton Beats (5min)):
Original[4:9]: [-72 -69 -69 -70 -69]
Recon[4:9]:    [-72 -69 -69 -70 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 297 (GASS Hamilton Beats (5min)):
Original[4:9]: [-77 -74 -73 -74 -76]
Recon[4:9]:    [-77 -74 -73 -74 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 298 (GASS Hamilton Beats (5min)):
Original[4:9]: [-49 -45 -47 -46 -47]
Recon[4:9]:    [-49 -45 -47 -46 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 299 (GASS Hamilton Beats (5min)):
Original[4:9]: [-48 -46 -42 -40 -40]
Recon[4:9]:    [-48 -46 -42 -40 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 300 (GASS Hamilton Beats (5min)):
Original[4:9]: [-49 -46 -43 -40 -43]
Recon[4:9]:    [-49 -46 -43 -40 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 301 (GASS Hamilton Beats (5min)):
Original[4:9]: [-65 -61 -61 -63 -65]
Recon[4:9]:    [-65 -61 -61 -63 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 302 (GASS Hamilton Beats (5min)):
Original[4:9]: [-80 -79 -77 -78 -77]
Recon[4:9]:    [-80 -79 -77 -78 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 303 (GASS Hamilton Beats (5min)):
Original[4:9]: [-89 -93 -90 -88 -86]
Recon[4:9]:    [-89 -93 -90 -88 -86]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 304 (GASS Hamilton Beats (5min)):
Original[4:9]: [ -99 -104 -103  -99  -95]
Recon[4:9]:    [ -99 -104 -103  -99  -95]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 305 (GASS Hamilton Beats (5min)):
Original[4:9]: [-85 -81 -84 -88 -84]
Recon[4:9]:    [-85 -81 -84 -88 -84]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 306 (GASS Hamilton Beats (5min)):
Original[4:9]: [-68 -65 -64 -64 -65]
Recon[4:9]:    [-68 -65 -64 -64 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 307 (GASS Hamilton Beats (5min)):
Original[4:9]: [-56 -57 -56 -58 -58]
Recon[4:9]:    [-56 -57 -56 -58 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 308 (GASS Hamilton Beats (5min)):
Original[4:9]: [-57 -59 -63 -60 -58]
Recon[4:9]:    [-57 -59 -63 -60 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 309 (GASS Hamilton Beats (5min)):
Original[4:9]: [-67 -68 -67 -66 -66]
Recon[4:9]:    [-67 -68 -67 -66 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 310 (GASS Hamilton Beats (5min)):
Original[4:9]: [-70 -67 -64 -67 -70]
Recon[4:9]:    [-70 -67 -64 -67 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 311 (GASS Hamilton Beats (5min)):
Original[4:9]: [-46 -38 -33 -37 -44]
Recon[4:9]:    [-46 -38 -33 -37 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 312 (GASS Hamilton Beats (5min)):
Original[4:9]: [-75 -76 -76 -78 -77]
Recon[4:9]:    [-75 -76 -76 -78 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 313 (GASS Hamilton Beats (5min)):
Original[4:9]: [-78 -76 -76 -72 -72]
Recon[4:9]:    [-78 -76 -76 -72 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 314 (GASS Hamilton Beats (5min)):
Original[4:9]: [-60 -57 -53 -55 -57]
Recon[4:9]:    [-60 -57 -53 -55 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 315 (GASS Hamilton Beats (5min)):
Original[4:9]: [-57 -54 -53 -53 -55]
Recon[4:9]:    [-57 -54 -53 -53 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 316 (GASS Hamilton Beats (5min)):
Original[4:9]: [-36 -35 -40 -37 -35]
Recon[4:9]:    [-36 -35 -40 -37 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 317 (GASS Hamilton Beats (5min)):
Original[4:9]: [-40 -37 -37 -36 -39]
Recon[4:9]:    [-40 -37 -37 -36 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 318 (GASS Hamilton Beats (5min)):
Original[4:9]: [-23 -25 -24 -18 -18]
Recon[4:9]:    [-23 -25 -24 -18 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 319 (GASS Hamilton Beats (5min)):
Original[4:9]: [-47 -49 -50 -49 -48]
Recon[4:9]:    [-47 -49 -50 -49 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 320 (GASS Hamilton Beats (5min)):
Original[4:9]: [-66 -68 -68 -67 -66]
Recon[4:9]:    [-66 -68 -68 -67 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 321 (GASS Hamilton Beats (5min)):
Original[4:9]: [-74 -74 -74 -72 -71]
Recon[4:9]:    [-74 -74 -74 -72 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 322 (GASS Hamilton Beats (5min)):
Original[4:9]: [-51 -50 -51 -53 -52]
Recon[4:9]:    [-51 -50 -51 -53 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 323 (GASS Hamilton Beats (5min)):
Original[4:9]: [-70 -73 -71 -69 -67]
Recon[4:9]:    [-70 -73 -71 -69 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 324 (GASS Hamilton Beats (5min)):
Original[4:9]: [-74 -75 -75 -73 -74]
Recon[4:9]:    [-74 -75 -75 -73 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 325 (GASS Hamilton Beats (5min)):
Original[4:9]: [-69 -70 -68 -66 -67]
Recon[4:9]:    [-69 -70 -68 -66 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 326 (GASS Hamilton Beats (5min)):
Original[4:9]: [-71 -66 -68 -68 -69]
Recon[4:9]:    [-71 -66 -68 -68 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 327 (GASS Hamilton Beats (5min)):
Original[4:9]: [-60 -54 -54 -53 -54]
Recon[4:9]:    [-60 -54 -54 -53 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 328 (GASS Hamilton Beats (5min)):
Original[4:9]: [-53 -57 -55 -55 -53]
Recon[4:9]:    [-53 -57 -55 -55 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 329 (GASS Hamilton Beats (5min)):
Original[4:9]: [-31 -36 -32 -29 -26]
Recon[4:9]:    [-31 -36 -32 -29 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 330 (GASS Hamilton Beats (5min)):
Original[4:9]: [-46 -45 -47 -50 -49]
Recon[4:9]:    [-46 -45 -47 -50 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 331 (GASS Hamilton Beats (5min)):
Original[4:9]: [-76 -72 -69 -70 -69]
Recon[4:9]:    [-76 -72 -69 -70 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 332 (GASS Hamilton Beats (5min)):
Original[4:9]: [-95 -92 -91 -92 -93]
Recon[4:9]:    [-95 -92 -91 -92 -93]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 333 (GASS Hamilton Beats (5min)):
Original[4:9]: [-55 -54 -51 -49 -53]
Recon[4:9]:    [-55 -54 -51 -49 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 334 (GASS Hamilton Beats (5min)):
Original[4:9]: [-39 -38 -40 -39 -38]
Recon[4:9]:    [-39 -38 -40 -39 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 335 (GASS Hamilton Beats (5min)):
Original[4:9]: [-14 -14 -17 -15 -12]
Recon[4:9]:    [-14 -14 -17 -15 -12]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 336 (GASS Hamilton Beats (5min)):
Original[4:9]: [-19 -22 -23 -20 -19]
Recon[4:9]:    [-19 -22 -23 -20 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 337 (GASS Hamilton Beats (5min)):
Original[4:9]: [-38 -34 -36 -35 -39]
Recon[4:9]:    [-38 -34 -36 -35 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 338 (GASS Hamilton Beats (5min)):
Original[4:9]: [-47 -47 -51 -52 -52]
Recon[4:9]:    [-47 -47 -51 -52 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 339 (GASS Hamilton Beats (5min)):
Original[4:9]: [-82 -81 -78 -78 -79]
Recon[4:9]:    [-82 -81 -78 -78 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 340 (GASS Hamilton Beats (5min)):
Original[4:9]: [-86 -89 -86 -90 -89]
Recon[4:9]:    [-86 -89 -86 -90 -89]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- GASS Hamilton Beats (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added GASS results for Hamilton Beats: CR Rice=1.980, CR Huff=2.187, mean L2=19.30064

=== Record 102 ===

Loading FULL record 102 (ADC units)...
Loaded 650000 ADC samples at 360 Hz
Best params for LMS Block 512 (10s): {'order': 4, 'mu': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (LMS Block 512 (5min)):
Original[4:9]: [-40 -40 -40 -40 -38]
Recon[4:9]:    [-40 -40 -40 -40 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (LMS Block 512 (5min)):
Original[4:9]: [-25 -24 -22 -25 -25]
Recon[4:9]:    [-25 -24 -22 -25 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (LMS Block 512 (5min)):
Original[4:9]: [-98 -96 -97 -90 -84]
Recon[4:9]:    [-98 -96 -97 -90 -84]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (LMS Block 512 (5min)):
Original[4:9]: [-69 -68 -64 -63 -67]
Recon[4:9]:    [-69 -68 -64 -63 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (LMS Block 512 (5min)):
Original[4:9]: [-24 -26 -28 -32 -34]
Recon[4:9]:    [-24 -26 -28 -32 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (LMS Block 512 (5min)):
Original[4:9]: [-53 -56 -55 -55 -51]
Recon[4:9]:    [-53 -56 -55 -55 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (LMS Block 512 (5min)):
Original[4:9]: [28 34 36 31 24]
Recon[4:9]:    [28 34 36 31 24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (LMS Block 512 (5min)):
Original[4:9]: [-67 -70 -71 -71 -76]
Recon[4:9]:    [-67 -70 -71 -71 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (LMS Block 512 (5min)):
Original[4:9]: [-40 -41 -38 -33 -28]
Recon[4:9]:    [-40 -41 -38 -33 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (LMS Block 512 (5min)):
Original[4:9]: [-109 -107 -104 -104 -100]
Recon[4:9]:    [-109 -107 -104 -104 -100]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (LMS Block 512 (5min)):
Original[4:9]: [-59 -61 -62 -65 -67]
Recon[4:9]:    [-59 -61 -62 -65 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (LMS Block 512 (5min)):
Original[4:9]: [-65 -65 -64 -64 -62]
Recon[4:9]:    [-65 -65 -64 -64 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (LMS Block 512 (5min)):
Original[4:9]: [-60 -58 -59 -60 -59]
Recon[4:9]:    [-60 -58 -59 -60 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (LMS Block 512 (5min)):
Original[4:9]: [-26   1  63 139 169]
Recon[4:9]:    [-26   1  63 139 169]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (LMS Block 512 (5min)):
Original[4:9]: [-49 -49 -43 -43 -43]
Recon[4:9]:    [-49 -49 -43 -43 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (LMS Block 512 (5min)):
Original[4:9]: [-23 -25 -26 -27 -29]
Recon[4:9]:    [-23 -25 -26 -27 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (LMS Block 512 (5min)):
Original[4:9]: [-47 -48 -50 -55 -55]
Recon[4:9]:    [-47 -48 -50 -55 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (LMS Block 512 (5min)):
Original[4:9]: [-73 -75 -71 -71 -69]
Recon[4:9]:    [-73 -75 -71 -71 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (LMS Block 512 (5min)):
Original[4:9]: [-58 -55 -53 -55 -54]
Recon[4:9]:    [-58 -55 -53 -55 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (LMS Block 512 (5min)):
Original[4:9]: [-53 -54 -59 -57 -53]
Recon[4:9]:    [-53 -54 -59 -57 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (LMS Block 512 (5min)):
Original[4:9]: [142 121  63  25  17]
Recon[4:9]:    [142 121  63  25  17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (LMS Block 512 (5min)):
Original[4:9]: [-69 -66 -68 -70 -73]
Recon[4:9]:    [-69 -66 -68 -70 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (LMS Block 512 (5min)):
Original[4:9]: [-69 -72 -74 -73 -73]
Recon[4:9]:    [-69 -72 -74 -73 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (LMS Block 512 (5min)):
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DEBUG Segment 24 (LMS Block 512 (5min)):
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DEBUG Segment 25 (LMS Block 512 (5min)):
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DEBUG Segment 26 (LMS Block 512 (5min)):
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DEBUG Segment 27 (LMS Block 512 (5min)):
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DEBUG Segment 28 (LMS Block 512 (5min)):
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DEBUG Segment 29 (LMS Block 512 (5min)):
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DEBUG Segment 30 (LMS Block 512 (5min)):
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DEBUG Segment 31 (LMS Block 512 (5min)):
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DEBUG Segment 32 (LMS Block 512 (5min)):
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DEBUG Segment 33 (LMS Block 512 (5min)):
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DEBUG Segment 34 (LMS Block 512 (5min)):
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DEBUG Segment 35 (LMS Block 512 (5min)):
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DEBUG Segment 36 (LMS Block 512 (5min)):
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DEBUG Segment 37 (LMS Block 512 (5min)):
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DEBUG Segment 38 (LMS Block 512 (5min)):
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DEBUG Segment 39 (LMS Block 512 (5min)):
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DEBUG Segment 40 (LMS Block 512 (5min)):
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DEBUG Segment 41 (LMS Block 512 (5min)):
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DEBUG Segment 42 (LMS Block 512 (5min)):
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DEBUG Segment 43 (LMS Block 512 (5min)):
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DEBUG Segment 44 (LMS Block 512 (5min)):
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DEBUG Segment 45 (LMS Block 512 (5min)):
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DEBUG Segment 46 (LMS Block 512 (5min)):
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DEBUG Segment 47 (LMS Block 512 (5min)):
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DEBUG Segment 48 (LMS Block 512 (5min)):
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DEBUG Segment 49 (LMS Block 512 (5min)):
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DEBUG Segment 50 (LMS Block 512 (5min)):
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DEBUG Segment 51 (LMS Block 512 (5min)):
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DEBUG Segment 52 (LMS Block 512 (5min)):
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DEBUG Segment 53 (LMS Block 512 (5min)):
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DEBUG Segment 54 (LMS Block 512 (5min)):
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DEBUG Segment 55 (LMS Block 512 (5min)):
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DEBUG Segment 56 (LMS Block 512 (5min)):
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DEBUG Segment 57 (LMS Block 512 (5min)):
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DEBUG Segment 58 (LMS Block 512 (5min)):
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DEBUG Segment 59 (LMS Block 512 (5min)):
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DEBUG Segment 60 (LMS Block 512 (5min)):
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DEBUG Segment 61 (LMS Block 512 (5min)):
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DEBUG Segment 62 (LMS Block 512 (5min)):
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DEBUG Segment 63 (LMS Block 512 (5min)):
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DEBUG Segment 64 (LMS Block 512 (5min)):
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DEBUG Segment 65 (LMS Block 512 (5min)):
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DEBUG Segment 66 (LMS Block 512 (5min)):
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DEBUG Segment 67 (LMS Block 512 (5min)):
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DEBUG Segment 68 (LMS Block 512 (5min)):
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DEBUG Segment 69 (LMS Block 512 (5min)):
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DEBUG Segment 70 (LMS Block 512 (5min)):
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DEBUG Segment 71 (LMS Block 512 (5min)):
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DEBUG Segment 72 (LMS Block 512 (5min)):
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DEBUG Segment 73 (LMS Block 512 (5min)):
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DEBUG Segment 74 (LMS Block 512 (5min)):
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DEBUG Segment 75 (LMS Block 512 (5min)):
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DEBUG Segment 76 (LMS Block 512 (5min)):
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DEBUG Segment 77 (LMS Block 512 (5min)):
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DEBUG Segment 78 (LMS Block 512 (5min)):
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DEBUG Segment 79 (LMS Block 512 (5min)):
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DEBUG Segment 80 (LMS Block 512 (5min)):
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DEBUG Segment 81 (LMS Block 512 (5min)):
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DEBUG Segment 82 (LMS Block 512 (5min)):
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DEBUG Segment 83 (LMS Block 512 (5min)):
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DEBUG Segment 84 (LMS Block 512 (5min)):
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DEBUG Segment 85 (LMS Block 512 (5min)):
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DEBUG Segment 86 (LMS Block 512 (5min)):
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DEBUG Segment 87 (LMS Block 512 (5min)):
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DEBUG Segment 88 (LMS Block 512 (5min)):
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DEBUG Segment 89 (LMS Block 512 (5min)):
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DEBUG Segment 90 (LMS Block 512 (5min)):
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DEBUG Segment 91 (LMS Block 512 (5min)):
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DEBUG Segment 92 (LMS Block 512 (5min)):
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DEBUG Segment 93 (LMS Block 512 (5min)):
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DEBUG Segment 94 (LMS Block 512 (5min)):
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DEBUG Segment 95 (LMS Block 512 (5min)):
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DEBUG Segment 96 (LMS Block 512 (5min)):
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DEBUG Segment 97 (LMS Block 512 (5min)):
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DEBUG Segment 98 (LMS Block 512 (5min)):
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DEBUG Segment 99 (LMS Block 512 (5min)):
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DEBUG Segment 100 (LMS Block 512 (5min)):
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DEBUG Segment 101 (LMS Block 512 (5min)):
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DEBUG Segment 102 (LMS Block 512 (5min)):
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DEBUG Segment 103 (LMS Block 512 (5min)):
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DEBUG Segment 104 (LMS Block 512 (5min)):
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DEBUG Segment 105 (LMS Block 512 (5min)):
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DEBUG Segment 106 (LMS Block 512 (5min)):
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DEBUG Segment 107 (LMS Block 512 (5min)):
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DEBUG Segment 108 (LMS Block 512 (5min)):
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DEBUG Segment 109 (LMS Block 512 (5min)):
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DEBUG Segment 110 (LMS Block 512 (5min)):
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DEBUG Segment 111 (LMS Block 512 (5min)):
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DEBUG Segment 112 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 113 (LMS Block 512 (5min)):
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DEBUG Segment 114 (LMS Block 512 (5min)):
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DEBUG Segment 115 (LMS Block 512 (5min)):
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DEBUG Segment 116 (LMS Block 512 (5min)):
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DEBUG Segment 117 (LMS Block 512 (5min)):
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DEBUG Segment 118 (LMS Block 512 (5min)):
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DEBUG Segment 119 (LMS Block 512 (5min)):
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DEBUG Segment 120 (LMS Block 512 (5min)):
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DEBUG Segment 121 (LMS Block 512 (5min)):
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DEBUG Segment 122 (LMS Block 512 (5min)):
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DEBUG Segment 123 (LMS Block 512 (5min)):
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DEBUG Segment 124 (LMS Block 512 (5min)):
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DEBUG Segment 125 (LMS Block 512 (5min)):
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DEBUG Segment 126 (LMS Block 512 (5min)):
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DEBUG Segment 127 (LMS Block 512 (5min)):
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DEBUG Segment 128 (LMS Block 512 (5min)):
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DEBUG Segment 129 (LMS Block 512 (5min)):
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DEBUG Segment 130 (LMS Block 512 (5min)):
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DEBUG Segment 131 (LMS Block 512 (5min)):
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DEBUG Segment 132 (LMS Block 512 (5min)):
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DEBUG Segment 133 (LMS Block 512 (5min)):
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DEBUG Segment 134 (LMS Block 512 (5min)):
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DEBUG Segment 135 (LMS Block 512 (5min)):
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DEBUG Segment 136 (LMS Block 512 (5min)):
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DEBUG Segment 137 (LMS Block 512 (5min)):
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DEBUG Segment 138 (LMS Block 512 (5min)):
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DEBUG Segment 139 (LMS Block 512 (5min)):
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DEBUG Segment 140 (LMS Block 512 (5min)):
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DEBUG Segment 141 (LMS Block 512 (5min)):
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DEBUG Segment 142 (LMS Block 512 (5min)):
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DEBUG Segment 143 (LMS Block 512 (5min)):
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DEBUG Segment 144 (LMS Block 512 (5min)):
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DEBUG Segment 145 (LMS Block 512 (5min)):
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DEBUG Segment 146 (LMS Block 512 (5min)):
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DEBUG Segment 147 (LMS Block 512 (5min)):
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DEBUG Segment 148 (LMS Block 512 (5min)):
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DEBUG Segment 149 (LMS Block 512 (5min)):
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DEBUG Segment 150 (LMS Block 512 (5min)):
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DEBUG Segment 151 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 152 (LMS Block 512 (5min)):
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DEBUG Segment 153 (LMS Block 512 (5min)):
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DEBUG Segment 154 (LMS Block 512 (5min)):
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DEBUG Segment 155 (LMS Block 512 (5min)):
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DEBUG Segment 156 (LMS Block 512 (5min)):
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DEBUG Segment 157 (LMS Block 512 (5min)):
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DEBUG Segment 158 (LMS Block 512 (5min)):
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DEBUG Segment 159 (LMS Block 512 (5min)):
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DEBUG Segment 160 (LMS Block 512 (5min)):
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DEBUG Segment 161 (LMS Block 512 (5min)):
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DEBUG Segment 162 (LMS Block 512 (5min)):
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DEBUG Segment 163 (LMS Block 512 (5min)):
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DEBUG Segment 164 (LMS Block 512 (5min)):
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DEBUG Segment 165 (LMS Block 512 (5min)):
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DEBUG Segment 166 (LMS Block 512 (5min)):
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DEBUG Segment 167 (LMS Block 512 (5min)):
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DEBUG Segment 168 (LMS Block 512 (5min)):
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DEBUG Segment 169 (LMS Block 512 (5min)):
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DEBUG Segment 170 (LMS Block 512 (5min)):
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DEBUG Segment 171 (LMS Block 512 (5min)):
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DEBUG Segment 172 (LMS Block 512 (5min)):
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DEBUG Segment 173 (LMS Block 512 (5min)):
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DEBUG Segment 174 (LMS Block 512 (5min)):
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DEBUG Segment 175 (LMS Block 512 (5min)):
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DEBUG Segment 176 (LMS Block 512 (5min)):
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DEBUG Segment 177 (LMS Block 512 (5min)):
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DEBUG Segment 178 (LMS Block 512 (5min)):
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DEBUG Segment 179 (LMS Block 512 (5min)):
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DEBUG Segment 180 (LMS Block 512 (5min)):
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DEBUG Segment 181 (LMS Block 512 (5min)):
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DEBUG Segment 182 (LMS Block 512 (5min)):
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DEBUG Segment 183 (LMS Block 512 (5min)):
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DEBUG Segment 184 (LMS Block 512 (5min)):
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DEBUG Segment 185 (LMS Block 512 (5min)):
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DEBUG Segment 186 (LMS Block 512 (5min)):
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DEBUG Segment 187 (LMS Block 512 (5min)):
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DEBUG Segment 188 (LMS Block 512 (5min)):
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DEBUG Segment 189 (LMS Block 512 (5min)):
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DEBUG Segment 190 (LMS Block 512 (5min)):
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DEBUG Segment 191 (LMS Block 512 (5min)):
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DEBUG Segment 192 (LMS Block 512 (5min)):
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DEBUG Segment 193 (LMS Block 512 (5min)):
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DEBUG Segment 194 (LMS Block 512 (5min)):
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DEBUG Segment 195 (LMS Block 512 (5min)):
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DEBUG Segment 196 (LMS Block 512 (5min)):
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Recon[4:9]:    [ -40  -50  -65  -85 -101]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 197 (LMS Block 512 (5min)):
Original[4:9]: [-74 -76 -77 -79 -74]
Recon[4:9]:    [-74 -76 -77 -79 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 198 (LMS Block 512 (5min)):
Original[4:9]: [-36 -37 -37 -35 -37]
Recon[4:9]:    [-36 -37 -37 -35 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 199 (LMS Block 512 (5min)):
Original[4:9]: [-69 -66 -66 -66 -65]
Recon[4:9]:    [-69 -66 -66 -66 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 200 (LMS Block 512 (5min)):
Original[4:9]: [145  79  28  15  18]
Recon[4:9]:    [145  79  28  15  18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 201 (LMS Block 512 (5min)):
Original[4:9]: [-49 -50 -46 -44 -48]
Recon[4:9]:    [-49 -50 -46 -44 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 202 (LMS Block 512 (5min)):
Original[4:9]: [-90 -86 -87 -86 -88]
Recon[4:9]:    [-90 -86 -87 -86 -88]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 203 (LMS Block 512 (5min)):
Original[4:9]: [-84 -87 -84 -79 -74]
Recon[4:9]:    [-84 -87 -84 -79 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 204 (LMS Block 512 (5min)):
Original[4:9]: [-59 -56 -55 -59 -63]
Recon[4:9]:    [-59 -56 -55 -59 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 205 (LMS Block 512 (5min)):
Original[4:9]: [-41 -39 -40 -41 -43]
Recon[4:9]:    [-41 -39 -40 -41 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 206 (LMS Block 512 (5min)):
Original[4:9]: [-86 -82 -81 -76 -75]
Recon[4:9]:    [-86 -82 -81 -76 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 207 (LMS Block 512 (5min)):
Original[4:9]: [-68 -61 -51 -40 -15]
Recon[4:9]:    [-68 -61 -51 -40 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 208 (LMS Block 512 (5min)):
Original[4:9]: [-68 -67 -69 -68 -71]
Recon[4:9]:    [-68 -67 -69 -68 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 209 (LMS Block 512 (5min)):
Original[4:9]: [-62 -62 -61 -59 -62]
Recon[4:9]:    [-62 -62 -61 -59 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 210 (LMS Block 512 (5min)):
Original[4:9]: [-32 -34 -44 -59 -74]
Recon[4:9]:    [-32 -34 -44 -59 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- LMS Block 512 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added LMS results for Block 512: CR Rice=1.812, CR Huff=1.949, mean L2=20.91556
Best params for NLMS Block 512 (10s): {'order': 4, 'mu': 0.01} (avg l2-norm=0.00000)

DEBUG Segment 0 (NLMS Block 512 (5min)):
Original[4:9]: [-40 -40 -40 -40 -38]
Recon[4:9]:    [-40 -40 -40 -40 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (NLMS Block 512 (5min)):
Original[4:9]: [-25 -24 -22 -25 -25]
Recon[4:9]:    [-25 -24 -22 -25 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (NLMS Block 512 (5min)):
Original[4:9]: [-98 -96 -97 -90 -84]
Recon[4:9]:    [-98 -96 -97 -90 -84]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (NLMS Block 512 (5min)):
Original[4:9]: [-69 -68 -64 -63 -67]
Recon[4:9]:    [-69 -68 -64 -63 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (NLMS Block 512 (5min)):
Original[4:9]: [-24 -26 -28 -32 -34]
Recon[4:9]:    [-24 -26 -28 -32 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (NLMS Block 512 (5min)):
Original[4:9]: [-53 -56 -55 -55 -51]
Recon[4:9]:    [-53 -56 -55 -55 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (NLMS Block 512 (5min)):
Original[4:9]: [28 34 36 31 24]
Recon[4:9]:    [28 34 36 31 24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (NLMS Block 512 (5min)):
Original[4:9]: [-67 -70 -71 -71 -76]
Recon[4:9]:    [-67 -70 -71 -71 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (NLMS Block 512 (5min)):
Original[4:9]: [-40 -41 -38 -33 -28]
Recon[4:9]:    [-40 -41 -38 -33 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (NLMS Block 512 (5min)):
Original[4:9]: [-109 -107 -104 -104 -100]
Recon[4:9]:    [-109 -107 -104 -104 -100]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (NLMS Block 512 (5min)):
Original[4:9]: [-59 -61 -62 -65 -67]
Recon[4:9]:    [-59 -61 -62 -65 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (NLMS Block 512 (5min)):
Original[4:9]: [-65 -65 -64 -64 -62]
Recon[4:9]:    [-65 -65 -64 -64 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (NLMS Block 512 (5min)):
Original[4:9]: [-60 -58 -59 -60 -59]
Recon[4:9]:    [-60 -58 -59 -60 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (NLMS Block 512 (5min)):
Original[4:9]: [-26   1  63 139 169]
Recon[4:9]:    [-26   1  63 139 169]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (NLMS Block 512 (5min)):
Original[4:9]: [-49 -49 -43 -43 -43]
Recon[4:9]:    [-49 -49 -43 -43 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (NLMS Block 512 (5min)):
Original[4:9]: [-23 -25 -26 -27 -29]
Recon[4:9]:    [-23 -25 -26 -27 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (NLMS Block 512 (5min)):
Original[4:9]: [-47 -48 -50 -55 -55]
Recon[4:9]:    [-47 -48 -50 -55 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (NLMS Block 512 (5min)):
Original[4:9]: [-73 -75 -71 -71 -69]
Recon[4:9]:    [-73 -75 -71 -71 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (NLMS Block 512 (5min)):
Original[4:9]: [-58 -55 -53 -55 -54]
Recon[4:9]:    [-58 -55 -53 -55 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (NLMS Block 512 (5min)):
Original[4:9]: [-53 -54 -59 -57 -53]
Recon[4:9]:    [-53 -54 -59 -57 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (NLMS Block 512 (5min)):
Original[4:9]: [142 121  63  25  17]
Recon[4:9]:    [142 121  63  25  17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (NLMS Block 512 (5min)):
Original[4:9]: [-69 -66 -68 -70 -73]
Recon[4:9]:    [-69 -66 -68 -70 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (NLMS Block 512 (5min)):
Original[4:9]: [-69 -72 -74 -73 -73]
Recon[4:9]:    [-69 -72 -74 -73 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (NLMS Block 512 (5min)):
Original[4:9]: [-86 -88 -86 -84 -87]
Recon[4:9]:    [-86 -88 -86 -84 -87]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (NLMS Block 512 (5min)):
Original[4:9]: [-68 -68 -67 -71 -72]
Recon[4:9]:    [-68 -68 -67 -71 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (NLMS Block 512 (5min)):
Original[4:9]: [-69 -71 -71 -71 -69]
Recon[4:9]:    [-69 -71 -71 -71 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (NLMS Block 512 (5min)):
Original[4:9]: [-66 -67 -61 -61 -61]
Recon[4:9]:    [-66 -67 -61 -61 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (NLMS Block 512 (5min)):
Original[4:9]: [-104  -97  -90  -86  -82]
Recon[4:9]:    [-104  -97  -90  -86  -82]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (NLMS Block 512 (5min)):
Original[4:9]: [-72 -72 -73 -71 -69]
Recon[4:9]:    [-72 -72 -73 -71 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (NLMS Block 512 (5min)):
Original[4:9]: [-10  -5  -5  -3  -5]
Recon[4:9]:    [-10  -5  -5  -3  -5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (NLMS Block 512 (5min)):
Original[4:9]: [-80 -78 -77 -78 -77]
Recon[4:9]:    [-80 -78 -77 -78 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (NLMS Block 512 (5min)):
Original[4:9]: [-67 -67 -66 -65 -63]
Recon[4:9]:    [-67 -67 -66 -65 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (NLMS Block 512 (5min)):
Original[4:9]: [-57 -55 -56 -58 -60]
Recon[4:9]:    [-57 -55 -56 -58 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (NLMS Block 512 (5min)):
Original[4:9]: [-51 -50 -48 -50 -46]
Recon[4:9]:    [-51 -50 -48 -50 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (NLMS Block 512 (5min)):
Original[4:9]: [20 20 16  9 -4]
Recon[4:9]:    [20 20 16  9 -4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (NLMS Block 512 (5min)):
Original[4:9]: [-75 -75 -74 -76 -78]
Recon[4:9]:    [-75 -75 -74 -76 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (NLMS Block 512 (5min)):
Original[4:9]: [-44 -46 -46 -47 -45]
Recon[4:9]:    [-44 -46 -46 -47 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (NLMS Block 512 (5min)):
Original[4:9]: [ -98  -98  -99 -100  -98]
Recon[4:9]:    [ -98  -98  -99 -100  -98]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (NLMS Block 512 (5min)):
Original[4:9]: [-58 -57 -56 -58 -61]
Recon[4:9]:    [-58 -57 -56 -58 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (NLMS Block 512 (5min)):
Original[4:9]: [-67 -69 -72 -72 -67]
Recon[4:9]:    [-67 -69 -72 -72 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (NLMS Block 512 (5min)):
Original[4:9]: [-60 -62 -61 -63 -62]
Recon[4:9]:    [-60 -62 -61 -63 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (NLMS Block 512 (5min)):
Original[4:9]: [-139 -139 -134 -128 -127]
Recon[4:9]:    [-139 -139 -134 -128 -127]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (NLMS Block 512 (5min)):
Original[4:9]: [-86 -84 -87 -84 -82]
Recon[4:9]:    [-86 -84 -87 -84 -82]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (NLMS Block 512 (5min)):
Original[4:9]: [-31 -30 -28 -27 -26]
Recon[4:9]:    [-31 -30 -28 -27 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (NLMS Block 512 (5min)):
Original[4:9]: [-99 -98 -98 -97 -97]
Recon[4:9]:    [-99 -98 -98 -97 -97]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (NLMS Block 512 (5min)):
Original[4:9]: [-50 -44 -27  19  96]
Recon[4:9]:    [-50 -44 -27  19  96]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (NLMS Block 512 (5min)):
Original[4:9]: [-74 -72 -73 -71 -75]
Recon[4:9]:    [-74 -72 -73 -71 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (NLMS Block 512 (5min)):
Original[4:9]: [-10  -7  -8 -10  -7]
Recon[4:9]:    [-10  -7  -8 -10  -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (NLMS Block 512 (5min)):
Original[4:9]: [-114 -113 -113 -110 -108]
Recon[4:9]:    [-114 -113 -113 -110 -108]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (NLMS Block 512 (5min)):
Original[4:9]: [-53 -50 -50 -54 -60]
Recon[4:9]:    [-53 -50 -50 -54 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (NLMS Block 512 (5min)):
Original[4:9]: [-72 -70 -75 -77 -73]
Recon[4:9]:    [-72 -70 -75 -77 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (NLMS Block 512 (5min)):
Original[4:9]: [-45 -48 -44 -41 -36]
Recon[4:9]:    [-45 -48 -44 -41 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (NLMS Block 512 (5min)):
Original[4:9]: [  7   7   0 -14 -28]
Recon[4:9]:    [  7   7   0 -14 -28]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 53 (NLMS Block 512 (5min)):
Original[4:9]: [-42 -43 -45 -46 -44]
Recon[4:9]:    [-42 -43 -45 -46 -44]
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L2 calculation: 0.0

DEBUG Segment 54 (NLMS Block 512 (5min)):
Original[4:9]: [-61 -61 -57 -57 -56]
Recon[4:9]:    [-61 -61 -57 -57 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 55 (NLMS Block 512 (5min)):
Original[4:9]: [-55 -53 -58 -69 -75]
Recon[4:9]:    [-55 -53 -58 -69 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 56 (NLMS Block 512 (5min)):
Original[4:9]: [-91 -92 -91 -89 -88]
Recon[4:9]:    [-91 -92 -91 -89 -88]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 57 (NLMS Block 512 (5min)):
Original[4:9]: [-46 -53 -51 -49 -45]
Recon[4:9]:    [-46 -53 -51 -49 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 58 (NLMS Block 512 (5min)):
Original[4:9]: [-49 -48 -47 -48 -51]
Recon[4:9]:    [-49 -48 -47 -48 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 59 (NLMS Block 512 (5min)):
Original[4:9]: [-90 -95 -98 -97 -96]
Recon[4:9]:    [-90 -95 -98 -97 -96]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 60 (NLMS Block 512 (5min)):
Original[4:9]: [ -1 -15 -23 -34 -45]
Recon[4:9]:    [ -1 -15 -23 -34 -45]
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L2 calculation: 0.0

DEBUG Segment 61 (NLMS Block 512 (5min)):
Original[4:9]: [-35 -36 -37 -39 -39]
Recon[4:9]:    [-35 -36 -37 -39 -39]
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L2 calculation: 0.0

DEBUG Segment 62 (NLMS Block 512 (5min)):
Original[4:9]: [-53 -57 -58 -56 -55]
Recon[4:9]:    [-53 -57 -58 -56 -55]
Raw difference: [0 0 0 0 0]
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L2 calculation: 0.0

DEBUG Segment 63 (NLMS Block 512 (5min)):
Original[4:9]: [-77 -71 -67 -63 -59]
Recon[4:9]:    [-77 -71 -67 -63 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 64 (NLMS Block 512 (5min)):
Original[4:9]: [-83 -88 -86 -88 -90]
Recon[4:9]:    [-83 -88 -86 -88 -90]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 65 (NLMS Block 512 (5min)):
Original[4:9]: [-61 -59 -45 -25   0]
Recon[4:9]:    [-61 -59 -45 -25   0]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 66 (NLMS Block 512 (5min)):
Original[4:9]: [-45 -40 -39 -38 -41]
Recon[4:9]:    [-45 -40 -39 -38 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 67 (NLMS Block 512 (5min)):
Original[4:9]: [-49 -51 -51 -54 -54]
Recon[4:9]:    [-49 -51 -51 -54 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 68 (NLMS Block 512 (5min)):
Original[4:9]: [-60 -59 -57 -53 -52]
Recon[4:9]:    [-60 -59 -57 -53 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 69 (NLMS Block 512 (5min)):
Original[4:9]: [-64 -62 -60 -59 -60]
Recon[4:9]:    [-64 -62 -60 -59 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 70 (NLMS Block 512 (5min)):
Original[4:9]: [-25  22 102 149 131]
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DEBUG Segment 71 (NLMS Block 512 (5min)):
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DEBUG Segment 72 (NLMS Block 512 (5min)):
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DEBUG Segment 73 (NLMS Block 512 (5min)):
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DEBUG Segment 74 (NLMS Block 512 (5min)):
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DEBUG Segment 75 (NLMS Block 512 (5min)):
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DEBUG Segment 76 (NLMS Block 512 (5min)):
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DEBUG Segment 77 (NLMS Block 512 (5min)):
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DEBUG Segment 78 (NLMS Block 512 (5min)):
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DEBUG Segment 79 (NLMS Block 512 (5min)):
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DEBUG Segment 80 (NLMS Block 512 (5min)):
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DEBUG Segment 81 (NLMS Block 512 (5min)):
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DEBUG Segment 82 (NLMS Block 512 (5min)):
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DEBUG Segment 83 (NLMS Block 512 (5min)):
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DEBUG Segment 84 (NLMS Block 512 (5min)):
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DEBUG Segment 85 (NLMS Block 512 (5min)):
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DEBUG Segment 86 (NLMS Block 512 (5min)):
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DEBUG Segment 87 (NLMS Block 512 (5min)):
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DEBUG Segment 88 (NLMS Block 512 (5min)):
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DEBUG Segment 89 (NLMS Block 512 (5min)):
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DEBUG Segment 90 (NLMS Block 512 (5min)):
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DEBUG Segment 91 (NLMS Block 512 (5min)):
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DEBUG Segment 92 (NLMS Block 512 (5min)):
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DEBUG Segment 93 (NLMS Block 512 (5min)):
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DEBUG Segment 94 (NLMS Block 512 (5min)):
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DEBUG Segment 95 (NLMS Block 512 (5min)):
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DEBUG Segment 96 (NLMS Block 512 (5min)):
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DEBUG Segment 97 (NLMS Block 512 (5min)):
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DEBUG Segment 98 (NLMS Block 512 (5min)):
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DEBUG Segment 99 (NLMS Block 512 (5min)):
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DEBUG Segment 100 (NLMS Block 512 (5min)):
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DEBUG Segment 101 (NLMS Block 512 (5min)):
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DEBUG Segment 102 (NLMS Block 512 (5min)):
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DEBUG Segment 103 (NLMS Block 512 (5min)):
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DEBUG Segment 104 (NLMS Block 512 (5min)):
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DEBUG Segment 105 (NLMS Block 512 (5min)):
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DEBUG Segment 106 (NLMS Block 512 (5min)):
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DEBUG Segment 107 (NLMS Block 512 (5min)):
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DEBUG Segment 108 (NLMS Block 512 (5min)):
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DEBUG Segment 109 (NLMS Block 512 (5min)):
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DEBUG Segment 110 (NLMS Block 512 (5min)):
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DEBUG Segment 111 (NLMS Block 512 (5min)):
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DEBUG Segment 112 (NLMS Block 512 (5min)):
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DEBUG Segment 113 (NLMS Block 512 (5min)):
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DEBUG Segment 114 (NLMS Block 512 (5min)):
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DEBUG Segment 115 (NLMS Block 512 (5min)):
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DEBUG Segment 116 (NLMS Block 512 (5min)):
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DEBUG Segment 117 (NLMS Block 512 (5min)):
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DEBUG Segment 118 (NLMS Block 512 (5min)):
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DEBUG Segment 119 (NLMS Block 512 (5min)):
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DEBUG Segment 120 (NLMS Block 512 (5min)):
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DEBUG Segment 121 (NLMS Block 512 (5min)):
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DEBUG Segment 122 (NLMS Block 512 (5min)):
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DEBUG Segment 123 (NLMS Block 512 (5min)):
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DEBUG Segment 124 (NLMS Block 512 (5min)):
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DEBUG Segment 125 (NLMS Block 512 (5min)):
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DEBUG Segment 126 (NLMS Block 512 (5min)):
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DEBUG Segment 127 (NLMS Block 512 (5min)):
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DEBUG Segment 128 (NLMS Block 512 (5min)):
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DEBUG Segment 129 (NLMS Block 512 (5min)):
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DEBUG Segment 130 (NLMS Block 512 (5min)):
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DEBUG Segment 131 (NLMS Block 512 (5min)):
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DEBUG Segment 132 (NLMS Block 512 (5min)):
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DEBUG Segment 133 (NLMS Block 512 (5min)):
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DEBUG Segment 134 (NLMS Block 512 (5min)):
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DEBUG Segment 135 (NLMS Block 512 (5min)):
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DEBUG Segment 136 (NLMS Block 512 (5min)):
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DEBUG Segment 137 (NLMS Block 512 (5min)):
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DEBUG Segment 138 (NLMS Block 512 (5min)):
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DEBUG Segment 139 (NLMS Block 512 (5min)):
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DEBUG Segment 140 (NLMS Block 512 (5min)):
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DEBUG Segment 141 (NLMS Block 512 (5min)):
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DEBUG Segment 142 (NLMS Block 512 (5min)):
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DEBUG Segment 143 (NLMS Block 512 (5min)):
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DEBUG Segment 144 (NLMS Block 512 (5min)):
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DEBUG Segment 145 (NLMS Block 512 (5min)):
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DEBUG Segment 146 (NLMS Block 512 (5min)):
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DEBUG Segment 147 (NLMS Block 512 (5min)):
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DEBUG Segment 148 (NLMS Block 512 (5min)):
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DEBUG Segment 149 (NLMS Block 512 (5min)):
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DEBUG Segment 150 (NLMS Block 512 (5min)):
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DEBUG Segment 151 (NLMS Block 512 (5min)):
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DEBUG Segment 152 (NLMS Block 512 (5min)):
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DEBUG Segment 153 (NLMS Block 512 (5min)):
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DEBUG Segment 154 (NLMS Block 512 (5min)):
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DEBUG Segment 155 (NLMS Block 512 (5min)):
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DEBUG Segment 156 (NLMS Block 512 (5min)):
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DEBUG Segment 157 (NLMS Block 512 (5min)):
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DEBUG Segment 158 (NLMS Block 512 (5min)):
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DEBUG Segment 159 (NLMS Block 512 (5min)):
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DEBUG Segment 160 (NLMS Block 512 (5min)):
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DEBUG Segment 161 (NLMS Block 512 (5min)):
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DEBUG Segment 162 (NLMS Block 512 (5min)):
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DEBUG Segment 163 (NLMS Block 512 (5min)):
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DEBUG Segment 164 (NLMS Block 512 (5min)):
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DEBUG Segment 165 (NLMS Block 512 (5min)):
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DEBUG Segment 166 (NLMS Block 512 (5min)):
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DEBUG Segment 167 (NLMS Block 512 (5min)):
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DEBUG Segment 168 (NLMS Block 512 (5min)):
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DEBUG Segment 169 (NLMS Block 512 (5min)):
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DEBUG Segment 170 (NLMS Block 512 (5min)):
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DEBUG Segment 171 (NLMS Block 512 (5min)):
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DEBUG Segment 172 (NLMS Block 512 (5min)):
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DEBUG Segment 173 (NLMS Block 512 (5min)):
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DEBUG Segment 174 (NLMS Block 512 (5min)):
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DEBUG Segment 175 (NLMS Block 512 (5min)):
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DEBUG Segment 176 (NLMS Block 512 (5min)):
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DEBUG Segment 177 (NLMS Block 512 (5min)):
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DEBUG Segment 178 (NLMS Block 512 (5min)):
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DEBUG Segment 179 (NLMS Block 512 (5min)):
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DEBUG Segment 180 (NLMS Block 512 (5min)):
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DEBUG Segment 181 (NLMS Block 512 (5min)):
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DEBUG Segment 182 (NLMS Block 512 (5min)):
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DEBUG Segment 183 (NLMS Block 512 (5min)):
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DEBUG Segment 184 (NLMS Block 512 (5min)):
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DEBUG Segment 185 (NLMS Block 512 (5min)):
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DEBUG Segment 186 (NLMS Block 512 (5min)):
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DEBUG Segment 187 (NLMS Block 512 (5min)):
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DEBUG Segment 188 (NLMS Block 512 (5min)):
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DEBUG Segment 189 (NLMS Block 512 (5min)):
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DEBUG Segment 190 (NLMS Block 512 (5min)):
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DEBUG Segment 191 (NLMS Block 512 (5min)):
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DEBUG Segment 192 (NLMS Block 512 (5min)):
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DEBUG Segment 193 (NLMS Block 512 (5min)):
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DEBUG Segment 194 (NLMS Block 512 (5min)):
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DEBUG Segment 195 (NLMS Block 512 (5min)):
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DEBUG Segment 196 (NLMS Block 512 (5min)):
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DEBUG Segment 197 (NLMS Block 512 (5min)):
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DEBUG Segment 198 (NLMS Block 512 (5min)):
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DEBUG Segment 199 (NLMS Block 512 (5min)):
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DEBUG Segment 200 (NLMS Block 512 (5min)):
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DEBUG Segment 201 (NLMS Block 512 (5min)):
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DEBUG Segment 202 (NLMS Block 512 (5min)):
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DEBUG Segment 203 (NLMS Block 512 (5min)):
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DEBUG Segment 204 (NLMS Block 512 (5min)):
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DEBUG Segment 205 (NLMS Block 512 (5min)):
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DEBUG Segment 206 (NLMS Block 512 (5min)):
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DEBUG Segment 207 (NLMS Block 512 (5min)):
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DEBUG Segment 208 (NLMS Block 512 (5min)):
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DEBUG Segment 209 (NLMS Block 512 (5min)):
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DEBUG Segment 210 (NLMS Block 512 (5min)):
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---- NLMS Block 512 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added NLMS results for Block 512: CR Rice=1.720, CR Huff=1.854, mean L2=23.76137
Best params for GASS Block 512 (10s): {'order': 4, 'mu': 1e-07, 'rho': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (GASS Block 512 (5min)):
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DEBUG Segment 1 (GASS Block 512 (5min)):
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DEBUG Segment 2 (GASS Block 512 (5min)):
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DEBUG Segment 3 (GASS Block 512 (5min)):
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DEBUG Segment 4 (GASS Block 512 (5min)):
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DEBUG Segment 5 (GASS Block 512 (5min)):
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DEBUG Segment 6 (GASS Block 512 (5min)):
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DEBUG Segment 7 (GASS Block 512 (5min)):
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DEBUG Segment 8 (GASS Block 512 (5min)):
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DEBUG Segment 9 (GASS Block 512 (5min)):
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DEBUG Segment 10 (GASS Block 512 (5min)):
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DEBUG Segment 11 (GASS Block 512 (5min)):
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DEBUG Segment 12 (GASS Block 512 (5min)):
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DEBUG Segment 13 (GASS Block 512 (5min)):
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DEBUG Segment 14 (GASS Block 512 (5min)):
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DEBUG Segment 15 (GASS Block 512 (5min)):
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DEBUG Segment 16 (GASS Block 512 (5min)):
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DEBUG Segment 17 (GASS Block 512 (5min)):
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DEBUG Segment 18 (GASS Block 512 (5min)):
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DEBUG Segment 19 (GASS Block 512 (5min)):
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DEBUG Segment 20 (GASS Block 512 (5min)):
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DEBUG Segment 21 (GASS Block 512 (5min)):
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DEBUG Segment 22 (GASS Block 512 (5min)):
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DEBUG Segment 23 (GASS Block 512 (5min)):
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DEBUG Segment 24 (GASS Block 512 (5min)):
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DEBUG Segment 25 (GASS Block 512 (5min)):
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DEBUG Segment 26 (GASS Block 512 (5min)):
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DEBUG Segment 27 (GASS Block 512 (5min)):
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DEBUG Segment 28 (GASS Block 512 (5min)):
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DEBUG Segment 29 (GASS Block 512 (5min)):
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DEBUG Segment 30 (GASS Block 512 (5min)):
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DEBUG Segment 31 (GASS Block 512 (5min)):
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DEBUG Segment 32 (GASS Block 512 (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 206 (GASS Block 512 (5min)):
Original[4:9]: [-86 -82 -81 -76 -75]
Recon[4:9]:    [-86 -82 -81 -76 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 207 (GASS Block 512 (5min)):
Original[4:9]: [-68 -61 -51 -40 -15]
Recon[4:9]:    [-68 -61 -51 -40 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 208 (GASS Block 512 (5min)):
Original[4:9]: [-68 -67 -69 -68 -71]
Recon[4:9]:    [-68 -67 -69 -68 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 209 (GASS Block 512 (5min)):
Original[4:9]: [-62 -62 -61 -59 -62]
Recon[4:9]:    [-62 -62 -61 -59 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 210 (GASS Block 512 (5min)):
Original[4:9]: [-32 -34 -44 -59 -74]
Recon[4:9]:    [-32 -34 -44 -59 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- GASS Block 512 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added GASS results for Block 512: CR Rice=2.238, CR Huff=2.428, mean L2=12.77755
Best params for LMS Block 1024 (10s): {'order': 4, 'mu': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (LMS Block 1024 (5min)):
Original[4:9]: [-40 -40 -40 -40 -38]
Recon[4:9]:    [-40 -40 -40 -40 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (LMS Block 1024 (5min)):
Original[4:9]: [-98 -96 -97 -90 -84]
Recon[4:9]:    [-98 -96 -97 -90 -84]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (LMS Block 1024 (5min)):
Original[4:9]: [-24 -26 -28 -32 -34]
Recon[4:9]:    [-24 -26 -28 -32 -34]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (LMS Block 1024 (5min)):
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Recon[4:9]:    [28 34 36 31 24]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (LMS Block 1024 (5min)):
Original[4:9]: [-40 -41 -38 -33 -28]
Recon[4:9]:    [-40 -41 -38 -33 -28]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (LMS Block 1024 (5min)):
Original[4:9]: [-59 -61 -62 -65 -67]
Recon[4:9]:    [-59 -61 -62 -65 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (LMS Block 1024 (5min)):
Original[4:9]: [-60 -58 -59 -60 -59]
Recon[4:9]:    [-60 -58 -59 -60 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-49 -49 -43 -43 -43]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (LMS Block 1024 (5min)):
Original[4:9]: [-47 -48 -50 -55 -55]
Recon[4:9]:    [-47 -48 -50 -55 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (LMS Block 1024 (5min)):
Original[4:9]: [-58 -55 -53 -55 -54]
Recon[4:9]:    [-58 -55 -53 -55 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (LMS Block 1024 (5min)):
Original[4:9]: [142 121  63  25  17]
Recon[4:9]:    [142 121  63  25  17]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (LMS Block 1024 (5min)):
Original[4:9]: [-69 -72 -74 -73 -73]
Recon[4:9]:    [-69 -72 -74 -73 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (LMS Block 1024 (5min)):
Original[4:9]: [-68 -68 -67 -71 -72]
Recon[4:9]:    [-68 -68 -67 -71 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (LMS Block 1024 (5min)):
Original[4:9]: [-66 -67 -61 -61 -61]
Recon[4:9]:    [-66 -67 -61 -61 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (LMS Block 1024 (5min)):
Original[4:9]: [-72 -72 -73 -71 -69]
Recon[4:9]:    [-72 -72 -73 -71 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (LMS Block 1024 (5min)):
Original[4:9]: [-80 -78 -77 -78 -77]
Recon[4:9]:    [-80 -78 -77 -78 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (LMS Block 1024 (5min)):
Original[4:9]: [-57 -55 -56 -58 -60]
Recon[4:9]:    [-57 -55 -56 -58 -60]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (LMS Block 1024 (5min)):
Original[4:9]: [20 20 16  9 -4]
Recon[4:9]:    [20 20 16  9 -4]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (LMS Block 1024 (5min)):
Original[4:9]: [-44 -46 -46 -47 -45]
Recon[4:9]:    [-44 -46 -46 -47 -45]
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L2 calculation: 0.0

DEBUG Segment 19 (LMS Block 1024 (5min)):
Original[4:9]: [-58 -57 -56 -58 -61]
Recon[4:9]:    [-58 -57 -56 -58 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (LMS Block 1024 (5min)):
Original[4:9]: [-60 -62 -61 -63 -62]
Recon[4:9]:    [-60 -62 -61 -63 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (LMS Block 1024 (5min)):
Original[4:9]: [-86 -84 -87 -84 -82]
Recon[4:9]:    [-86 -84 -87 -84 -82]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (LMS Block 1024 (5min)):
Original[4:9]: [-99 -98 -98 -97 -97]
Recon[4:9]:    [-99 -98 -98 -97 -97]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (LMS Block 1024 (5min)):
Original[4:9]: [-74 -72 -73 -71 -75]
Recon[4:9]:    [-74 -72 -73 -71 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (LMS Block 1024 (5min)):
Original[4:9]: [-114 -113 -113 -110 -108]
Recon[4:9]:    [-114 -113 -113 -110 -108]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (LMS Block 1024 (5min)):
Original[4:9]: [-72 -70 -75 -77 -73]
Recon[4:9]:    [-72 -70 -75 -77 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (LMS Block 1024 (5min)):
Original[4:9]: [  7   7   0 -14 -28]
Recon[4:9]:    [  7   7   0 -14 -28]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (LMS Block 1024 (5min)):
Original[4:9]: [-61 -61 -57 -57 -56]
Recon[4:9]:    [-61 -61 -57 -57 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (LMS Block 1024 (5min)):
Original[4:9]: [-91 -92 -91 -89 -88]
Recon[4:9]:    [-91 -92 -91 -89 -88]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (LMS Block 1024 (5min)):
Original[4:9]: [-49 -48 -47 -48 -51]
Recon[4:9]:    [-49 -48 -47 -48 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (LMS Block 1024 (5min)):
Original[4:9]: [ -1 -15 -23 -34 -45]
Recon[4:9]:    [ -1 -15 -23 -34 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (LMS Block 1024 (5min)):
Original[4:9]: [-53 -57 -58 -56 -55]
Recon[4:9]:    [-53 -57 -58 -56 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (LMS Block 1024 (5min)):
Original[4:9]: [-83 -88 -86 -88 -90]
Recon[4:9]:    [-83 -88 -86 -88 -90]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (LMS Block 1024 (5min)):
Original[4:9]: [-45 -40 -39 -38 -41]
Recon[4:9]:    [-45 -40 -39 -38 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (LMS Block 1024 (5min)):
Original[4:9]: [-60 -59 -57 -53 -52]
Recon[4:9]:    [-60 -59 -57 -53 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (LMS Block 1024 (5min)):
Original[4:9]: [-25  22 102 149 131]
Recon[4:9]:    [-25  22 102 149 131]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (LMS Block 1024 (5min)):
Original[4:9]: [-55 -49 -44 -46 -47]
Recon[4:9]:    [-55 -49 -44 -46 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (LMS Block 1024 (5min)):
Original[4:9]: [-73 -71 -70 -69 -68]
Recon[4:9]:    [-73 -71 -70 -69 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (LMS Block 1024 (5min)):
Original[4:9]: [-25 -28 -30 -30 -29]
Recon[4:9]:    [-25 -28 -30 -30 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (LMS Block 1024 (5min)):
Original[4:9]: [-40 -38 -41 -41 -44]
Recon[4:9]:    [-40 -38 -41 -41 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (LMS Block 1024 (5min)):
Original[4:9]: [-24 -21 -19 -17 -17]
Recon[4:9]:    [-24 -21 -19 -17 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (LMS Block 1024 (5min)):
Original[4:9]: [-48 -49 -49 -48 -46]
Recon[4:9]:    [-48 -49 -49 -48 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (LMS Block 1024 (5min)):
Original[4:9]: [-38 -39 -39 -41 -42]
Recon[4:9]:    [-38 -39 -39 -41 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (LMS Block 1024 (5min)):
Original[4:9]: [-67 -67 -66 -67 -74]
Recon[4:9]:    [-67 -67 -66 -67 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (LMS Block 1024 (5min)):
Original[4:9]: [-38 -40 -39 -37 -38]
Recon[4:9]:    [-38 -40 -39 -37 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (LMS Block 1024 (5min)):
Original[4:9]: [57 65 72 84 92]
Recon[4:9]:    [57 65 72 84 92]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (LMS Block 1024 (5min)):
Original[4:9]: [-36 -35 -32 -37 -36]
Recon[4:9]:    [-36 -35 -32 -37 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (LMS Block 1024 (5min)):
Original[4:9]: [-73 -75 -77 -75 -75]
Recon[4:9]:    [-73 -75 -77 -75 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (LMS Block 1024 (5min)):
Original[4:9]: [-64 -65 -67 -66 -67]
Recon[4:9]:    [-64 -65 -67 -66 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (LMS Block 1024 (5min)):
Original[4:9]: [-110 -111 -112 -116 -117]
Recon[4:9]:    [-110 -111 -112 -116 -117]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (LMS Block 1024 (5min)):
Original[4:9]: [-80 -77 -76 -78 -80]
Recon[4:9]:    [-80 -77 -76 -78 -80]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (LMS Block 1024 (5min)):
Original[4:9]: [-94 -93 -91 -85 -80]
Recon[4:9]:    [-94 -93 -91 -85 -80]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (LMS Block 1024 (5min)):
Original[4:9]: [-52 -54 -55 -56 -54]
Recon[4:9]:    [-52 -54 -55 -56 -54]
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L2 calculation: 0.0

DEBUG Segment 53 (LMS Block 1024 (5min)):
Original[4:9]: [-34 -30 -30 -32 -33]
Recon[4:9]:    [-34 -30 -30 -32 -33]
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L2 calculation: 0.0

DEBUG Segment 54 (LMS Block 1024 (5min)):
Original[4:9]: [-59 -63 -64 -63 -47]
Recon[4:9]:    [-59 -63 -64 -63 -47]
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L2 calculation: 0.0

DEBUG Segment 55 (LMS Block 1024 (5min)):
Original[4:9]: [-40 -45 -44 -41 -40]
Recon[4:9]:    [-40 -45 -44 -41 -40]
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L2 calculation: 0.0

DEBUG Segment 56 (LMS Block 1024 (5min)):
Original[4:9]: [-58 -62 -63 -66 -64]
Recon[4:9]:    [-58 -62 -63 -66 -64]
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L2 calculation: 0.0

DEBUG Segment 57 (LMS Block 1024 (5min)):
Original[4:9]: [-35 -34 -34 -34 -36]
Recon[4:9]:    [-35 -34 -34 -34 -36]
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L2 calculation: 0.0

DEBUG Segment 58 (LMS Block 1024 (5min)):
Original[4:9]: [-100 -102 -100  -99 -100]
Recon[4:9]:    [-100 -102 -100  -99 -100]
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L2 calculation: 0.0

DEBUG Segment 59 (LMS Block 1024 (5min)):
Original[4:9]: [-53 -52 -54 -54 -51]
Recon[4:9]:    [-53 -52 -54 -54 -51]
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L2 calculation: 0.0

DEBUG Segment 60 (LMS Block 1024 (5min)):
Original[4:9]: [-35 -32 -33 -35 -35]
Recon[4:9]:    [-35 -32 -33 -35 -35]
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L2 calculation: 0.0

DEBUG Segment 61 (LMS Block 1024 (5min)):
Original[4:9]: [-45 -44 -41 -40 -43]
Recon[4:9]:    [-45 -44 -41 -40 -43]
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L2 calculation: 0.0

DEBUG Segment 62 (LMS Block 1024 (5min)):
Original[4:9]: [-69 -71 -70 -69 -66]
Recon[4:9]:    [-69 -71 -70 -69 -66]
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L2 calculation: 0.0

DEBUG Segment 63 (LMS Block 1024 (5min)):
Original[4:9]: [-45 -51 -54 -55 -55]
Recon[4:9]:    [-45 -51 -54 -55 -55]
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L2 calculation: 0.0

DEBUG Segment 64 (LMS Block 1024 (5min)):
Original[4:9]: [-70 -67 -71 -75 -78]
Recon[4:9]:    [-70 -67 -71 -75 -78]
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L2 calculation: 0.0

DEBUG Segment 65 (LMS Block 1024 (5min)):
Original[4:9]: [-53 -54 -54 -57 -55]
Recon[4:9]:    [-53 -54 -54 -57 -55]
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L2 calculation: 0.0

DEBUG Segment 66 (LMS Block 1024 (5min)):
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Recon[4:9]:    [39 38 36 36 35]
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L2 calculation: 0.0

DEBUG Segment 67 (LMS Block 1024 (5min)):
Original[4:9]: [-38 -39 -40 -42 -39]
Recon[4:9]:    [-38 -39 -40 -42 -39]
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L2 calculation: 0.0

DEBUG Segment 68 (LMS Block 1024 (5min)):
Original[4:9]: [-68 -64 -60 -59 -59]
Recon[4:9]:    [-68 -64 -60 -59 -59]
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L2 calculation: 0.0

DEBUG Segment 69 (LMS Block 1024 (5min)):
Original[4:9]: [-63 -61 -61 -57 -55]
Recon[4:9]:    [-63 -61 -61 -57 -55]
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L2 calculation: 0.0

DEBUG Segment 70 (LMS Block 1024 (5min)):
Original[4:9]: [-61 -62 -63 -63 -62]
Recon[4:9]:    [-61 -62 -63 -63 -62]
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L2 calculation: 0.0

DEBUG Segment 71 (LMS Block 1024 (5min)):
Original[4:9]: [-98 -94 -91 -92 -93]
Recon[4:9]:    [-98 -94 -91 -92 -93]
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L2 calculation: 0.0

DEBUG Segment 72 (LMS Block 1024 (5min)):
Original[4:9]: [-71 -69 -69 -66 -70]
Recon[4:9]:    [-71 -69 -69 -66 -70]
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L2 calculation: 0.0

DEBUG Segment 73 (LMS Block 1024 (5min)):
Original[4:9]: [ 26  10   0  -7 -17]
Recon[4:9]:    [ 26  10   0  -7 -17]
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L2 calculation: 0.0

DEBUG Segment 74 (LMS Block 1024 (5min)):
Original[4:9]: [-51 -53 -53 -55 -58]
Recon[4:9]:    [-51 -53 -53 -55 -58]
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L2 calculation: 0.0

DEBUG Segment 75 (LMS Block 1024 (5min)):
Original[4:9]: [-55 -43 -22  17  85]
Recon[4:9]:    [-55 -43 -22  17  85]
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L2 calculation: 0.0

DEBUG Segment 76 (LMS Block 1024 (5min)):
Original[4:9]: [-46 -46 -43 -39 -35]
Recon[4:9]:    [-46 -46 -43 -39 -35]
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L2 calculation: 0.0

DEBUG Segment 77 (LMS Block 1024 (5min)):
Original[4:9]: [-68 -71 -70 -70 -67]
Recon[4:9]:    [-68 -71 -70 -70 -67]
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L2 calculation: 0.0

DEBUG Segment 78 (LMS Block 1024 (5min)):
Original[4:9]: [-80 -78 -80 -78 -80]
Recon[4:9]:    [-80 -78 -80 -78 -80]
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L2 calculation: 0.0

DEBUG Segment 79 (LMS Block 1024 (5min)):
Original[4:9]: [-66 -60 -60 -58 -60]
Recon[4:9]:    [-66 -60 -60 -58 -60]
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L2 calculation: 0.0

DEBUG Segment 80 (LMS Block 1024 (5min)):
Original[4:9]: [-111 -123 -126 -119 -110]
Recon[4:9]:    [-111 -123 -126 -119 -110]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 81 (LMS Block 1024 (5min)):
Original[4:9]: [-60 -61 -63 -64 -64]
Recon[4:9]:    [-60 -61 -63 -64 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 82 (LMS Block 1024 (5min)):
Original[4:9]: [-60 -59 -53 -48 -48]
Recon[4:9]:    [-60 -59 -53 -48 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 83 (LMS Block 1024 (5min)):
Original[4:9]: [-57 -59 -62 -60 -61]
Recon[4:9]:    [-57 -59 -62 -60 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 84 (LMS Block 1024 (5min)):
Original[4:9]: [-62 -62 -68 -69 -67]
Recon[4:9]:    [-62 -62 -68 -69 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 85 (LMS Block 1024 (5min)):
Original[4:9]: [-27 -25 -23 -22 -24]
Recon[4:9]:    [-27 -25 -23 -22 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 86 (LMS Block 1024 (5min)):
Original[4:9]: [-89 -89 -87 -84 -86]
Recon[4:9]:    [-89 -89 -87 -84 -86]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 87 (LMS Block 1024 (5min)):
Original[4:9]: [-85 -84 -85 -85 -84]
Recon[4:9]:    [-85 -84 -85 -85 -84]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 88 (LMS Block 1024 (5min)):
Original[4:9]: [-60 -57 -59 -60 -61]
Recon[4:9]:    [-60 -57 -59 -60 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 89 (LMS Block 1024 (5min)):
Original[4:9]: [ -8 -16 -25 -42 -60]
Recon[4:9]:    [ -8 -16 -25 -42 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 90 (LMS Block 1024 (5min)):
Original[4:9]: [-40 -39 -43 -43 -43]
Recon[4:9]:    [-40 -39 -43 -43 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 91 (LMS Block 1024 (5min)):
Original[4:9]: [115 173 161 101  52]
Recon[4:9]:    [115 173 161 101  52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 92 (LMS Block 1024 (5min)):
Original[4:9]: [-24 -24 -24 -23 -22]
Recon[4:9]:    [-24 -24 -24 -23 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 93 (LMS Block 1024 (5min)):
Original[4:9]: [-74 -76 -77 -73 -72]
Recon[4:9]:    [-74 -76 -77 -73 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 94 (LMS Block 1024 (5min)):
Original[4:9]: [-77 -79 -78 -80 -79]
Recon[4:9]:    [-77 -79 -78 -80 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 95 (LMS Block 1024 (5min)):
Original[4:9]: [-67 -63 -63 -63 -66]
Recon[4:9]:    [-67 -63 -63 -63 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 96 (LMS Block 1024 (5min)):
Original[4:9]: [-57 -60 -60 -60 -60]
Recon[4:9]:    [-57 -60 -60 -60 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 97 (LMS Block 1024 (5min)):
Original[4:9]: [-26 -27 -31 -32 -30]
Recon[4:9]:    [-26 -27 -31 -32 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 98 (LMS Block 1024 (5min)):
Original[4:9]: [ -40  -50  -65  -85 -101]
Recon[4:9]:    [ -40  -50  -65  -85 -101]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 99 (LMS Block 1024 (5min)):
Original[4:9]: [-36 -37 -37 -35 -37]
Recon[4:9]:    [-36 -37 -37 -35 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 100 (LMS Block 1024 (5min)):
Original[4:9]: [145  79  28  15  18]
Recon[4:9]:    [145  79  28  15  18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 101 (LMS Block 1024 (5min)):
Original[4:9]: [-90 -86 -87 -86 -88]
Recon[4:9]:    [-90 -86 -87 -86 -88]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 102 (LMS Block 1024 (5min)):
Original[4:9]: [-59 -56 -55 -59 -63]
Recon[4:9]:    [-59 -56 -55 -59 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 103 (LMS Block 1024 (5min)):
Original[4:9]: [-86 -82 -81 -76 -75]
Recon[4:9]:    [-86 -82 -81 -76 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 104 (LMS Block 1024 (5min)):
Original[4:9]: [-68 -67 -69 -68 -71]
Recon[4:9]:    [-68 -67 -69 -68 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 105 (LMS Block 1024 (5min)):
Original[4:9]: [-32 -34 -44 -59 -74]
Recon[4:9]:    [-32 -34 -44 -59 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- LMS Block 1024 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added LMS results for Block 1024: CR Rice=1.932, CR Huff=2.116, mean L2=17.43555
Best params for NLMS Block 1024 (10s): {'order': 4, 'mu': 0.01} (avg l2-norm=0.00000)

DEBUG Segment 0 (NLMS Block 1024 (5min)):
Original[4:9]: [-40 -40 -40 -40 -38]
Recon[4:9]:    [-40 -40 -40 -40 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (NLMS Block 1024 (5min)):
Original[4:9]: [-98 -96 -97 -90 -84]
Recon[4:9]:    [-98 -96 -97 -90 -84]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (NLMS Block 1024 (5min)):
Original[4:9]: [-24 -26 -28 -32 -34]
Recon[4:9]:    [-24 -26 -28 -32 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (NLMS Block 1024 (5min)):
Original[4:9]: [28 34 36 31 24]
Recon[4:9]:    [28 34 36 31 24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (NLMS Block 1024 (5min)):
Original[4:9]: [-40 -41 -38 -33 -28]
Recon[4:9]:    [-40 -41 -38 -33 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (NLMS Block 1024 (5min)):
Original[4:9]: [-59 -61 -62 -65 -67]
Recon[4:9]:    [-59 -61 -62 -65 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (NLMS Block 1024 (5min)):
Original[4:9]: [-60 -58 -59 -60 -59]
Recon[4:9]:    [-60 -58 -59 -60 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (NLMS Block 1024 (5min)):
Original[4:9]: [-49 -49 -43 -43 -43]
Recon[4:9]:    [-49 -49 -43 -43 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (NLMS Block 1024 (5min)):
Original[4:9]: [-47 -48 -50 -55 -55]
Recon[4:9]:    [-47 -48 -50 -55 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (NLMS Block 1024 (5min)):
Original[4:9]: [-58 -55 -53 -55 -54]
Recon[4:9]:    [-58 -55 -53 -55 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (NLMS Block 1024 (5min)):
Original[4:9]: [142 121  63  25  17]
Recon[4:9]:    [142 121  63  25  17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (NLMS Block 1024 (5min)):
Original[4:9]: [-69 -72 -74 -73 -73]
Recon[4:9]:    [-69 -72 -74 -73 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (NLMS Block 1024 (5min)):
Original[4:9]: [-68 -68 -67 -71 -72]
Recon[4:9]:    [-68 -68 -67 -71 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (NLMS Block 1024 (5min)):
Original[4:9]: [-66 -67 -61 -61 -61]
Recon[4:9]:    [-66 -67 -61 -61 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (NLMS Block 1024 (5min)):
Original[4:9]: [-72 -72 -73 -71 -69]
Recon[4:9]:    [-72 -72 -73 -71 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (NLMS Block 1024 (5min)):
Original[4:9]: [-80 -78 -77 -78 -77]
Recon[4:9]:    [-80 -78 -77 -78 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (NLMS Block 1024 (5min)):
Original[4:9]: [-57 -55 -56 -58 -60]
Recon[4:9]:    [-57 -55 -56 -58 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (NLMS Block 1024 (5min)):
Original[4:9]: [20 20 16  9 -4]
Recon[4:9]:    [20 20 16  9 -4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (NLMS Block 1024 (5min)):
Original[4:9]: [-44 -46 -46 -47 -45]
Recon[4:9]:    [-44 -46 -46 -47 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (NLMS Block 1024 (5min)):
Original[4:9]: [-58 -57 -56 -58 -61]
Recon[4:9]:    [-58 -57 -56 -58 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (NLMS Block 1024 (5min)):
Original[4:9]: [-60 -62 -61 -63 -62]
Recon[4:9]:    [-60 -62 -61 -63 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (NLMS Block 1024 (5min)):
Original[4:9]: [-86 -84 -87 -84 -82]
Recon[4:9]:    [-86 -84 -87 -84 -82]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (NLMS Block 1024 (5min)):
Original[4:9]: [-99 -98 -98 -97 -97]
Recon[4:9]:    [-99 -98 -98 -97 -97]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (NLMS Block 1024 (5min)):
Original[4:9]: [-74 -72 -73 -71 -75]
Recon[4:9]:    [-74 -72 -73 -71 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (NLMS Block 1024 (5min)):
Original[4:9]: [-114 -113 -113 -110 -108]
Recon[4:9]:    [-114 -113 -113 -110 -108]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (NLMS Block 1024 (5min)):
Original[4:9]: [-72 -70 -75 -77 -73]
Recon[4:9]:    [-72 -70 -75 -77 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (NLMS Block 1024 (5min)):
Original[4:9]: [  7   7   0 -14 -28]
Recon[4:9]:    [  7   7   0 -14 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (NLMS Block 1024 (5min)):
Original[4:9]: [-61 -61 -57 -57 -56]
Recon[4:9]:    [-61 -61 -57 -57 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (NLMS Block 1024 (5min)):
Original[4:9]: [-91 -92 -91 -89 -88]
Recon[4:9]:    [-91 -92 -91 -89 -88]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (NLMS Block 1024 (5min)):
Original[4:9]: [-49 -48 -47 -48 -51]
Recon[4:9]:    [-49 -48 -47 -48 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (NLMS Block 1024 (5min)):
Original[4:9]: [ -1 -15 -23 -34 -45]
Recon[4:9]:    [ -1 -15 -23 -34 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (NLMS Block 1024 (5min)):
Original[4:9]: [-53 -57 -58 -56 -55]
Recon[4:9]:    [-53 -57 -58 -56 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (NLMS Block 1024 (5min)):
Original[4:9]: [-83 -88 -86 -88 -90]
Recon[4:9]:    [-83 -88 -86 -88 -90]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (NLMS Block 1024 (5min)):
Original[4:9]: [-45 -40 -39 -38 -41]
Recon[4:9]:    [-45 -40 -39 -38 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (NLMS Block 1024 (5min)):
Original[4:9]: [-60 -59 -57 -53 -52]
Recon[4:9]:    [-60 -59 -57 -53 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (NLMS Block 1024 (5min)):
Original[4:9]: [-25  22 102 149 131]
Recon[4:9]:    [-25  22 102 149 131]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (NLMS Block 1024 (5min)):
Original[4:9]: [-55 -49 -44 -46 -47]
Recon[4:9]:    [-55 -49 -44 -46 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (NLMS Block 1024 (5min)):
Original[4:9]: [-73 -71 -70 -69 -68]
Recon[4:9]:    [-73 -71 -70 -69 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (NLMS Block 1024 (5min)):
Original[4:9]: [-25 -28 -30 -30 -29]
Recon[4:9]:    [-25 -28 -30 -30 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (NLMS Block 1024 (5min)):
Original[4:9]: [-40 -38 -41 -41 -44]
Recon[4:9]:    [-40 -38 -41 -41 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (NLMS Block 1024 (5min)):
Original[4:9]: [-24 -21 -19 -17 -17]
Recon[4:9]:    [-24 -21 -19 -17 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (NLMS Block 1024 (5min)):
Original[4:9]: [-48 -49 -49 -48 -46]
Recon[4:9]:    [-48 -49 -49 -48 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (NLMS Block 1024 (5min)):
Original[4:9]: [-38 -39 -39 -41 -42]
Recon[4:9]:    [-38 -39 -39 -41 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (NLMS Block 1024 (5min)):
Original[4:9]: [-67 -67 -66 -67 -74]
Recon[4:9]:    [-67 -67 -66 -67 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (NLMS Block 1024 (5min)):
Original[4:9]: [-38 -40 -39 -37 -38]
Recon[4:9]:    [-38 -40 -39 -37 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (NLMS Block 1024 (5min)):
Original[4:9]: [57 65 72 84 92]
Recon[4:9]:    [57 65 72 84 92]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (NLMS Block 1024 (5min)):
Original[4:9]: [-36 -35 -32 -37 -36]
Recon[4:9]:    [-36 -35 -32 -37 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (NLMS Block 1024 (5min)):
Original[4:9]: [-73 -75 -77 -75 -75]
Recon[4:9]:    [-73 -75 -77 -75 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (NLMS Block 1024 (5min)):
Original[4:9]: [-64 -65 -67 -66 -67]
Recon[4:9]:    [-64 -65 -67 -66 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (NLMS Block 1024 (5min)):
Original[4:9]: [-110 -111 -112 -116 -117]
Recon[4:9]:    [-110 -111 -112 -116 -117]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (NLMS Block 1024 (5min)):
Original[4:9]: [-80 -77 -76 -78 -80]
Recon[4:9]:    [-80 -77 -76 -78 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (NLMS Block 1024 (5min)):
Original[4:9]: [-94 -93 -91 -85 -80]
Recon[4:9]:    [-94 -93 -91 -85 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (NLMS Block 1024 (5min)):
Original[4:9]: [-52 -54 -55 -56 -54]
Recon[4:9]:    [-52 -54 -55 -56 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 53 (NLMS Block 1024 (5min)):
Original[4:9]: [-34 -30 -30 -32 -33]
Recon[4:9]:    [-34 -30 -30 -32 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 54 (NLMS Block 1024 (5min)):
Original[4:9]: [-59 -63 -64 -63 -47]
Recon[4:9]:    [-59 -63 -64 -63 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 55 (NLMS Block 1024 (5min)):
Original[4:9]: [-40 -45 -44 -41 -40]
Recon[4:9]:    [-40 -45 -44 -41 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 56 (NLMS Block 1024 (5min)):
Original[4:9]: [-58 -62 -63 -66 -64]
Recon[4:9]:    [-58 -62 -63 -66 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 57 (NLMS Block 1024 (5min)):
Original[4:9]: [-35 -34 -34 -34 -36]
Recon[4:9]:    [-35 -34 -34 -34 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 58 (NLMS Block 1024 (5min)):
Original[4:9]: [-100 -102 -100  -99 -100]
Recon[4:9]:    [-100 -102 -100  -99 -100]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 59 (NLMS Block 1024 (5min)):
Original[4:9]: [-53 -52 -54 -54 -51]
Recon[4:9]:    [-53 -52 -54 -54 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 60 (NLMS Block 1024 (5min)):
Original[4:9]: [-35 -32 -33 -35 -35]
Recon[4:9]:    [-35 -32 -33 -35 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 61 (NLMS Block 1024 (5min)):
Original[4:9]: [-45 -44 -41 -40 -43]
Recon[4:9]:    [-45 -44 -41 -40 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 62 (NLMS Block 1024 (5min)):
Original[4:9]: [-69 -71 -70 -69 -66]
Recon[4:9]:    [-69 -71 -70 -69 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 63 (NLMS Block 1024 (5min)):
Original[4:9]: [-45 -51 -54 -55 -55]
Recon[4:9]:    [-45 -51 -54 -55 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 64 (NLMS Block 1024 (5min)):
Original[4:9]: [-70 -67 -71 -75 -78]
Recon[4:9]:    [-70 -67 -71 -75 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 65 (NLMS Block 1024 (5min)):
Original[4:9]: [-53 -54 -54 -57 -55]
Recon[4:9]:    [-53 -54 -54 -57 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 66 (NLMS Block 1024 (5min)):
Original[4:9]: [39 38 36 36 35]
Recon[4:9]:    [39 38 36 36 35]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 67 (NLMS Block 1024 (5min)):
Original[4:9]: [-38 -39 -40 -42 -39]
Recon[4:9]:    [-38 -39 -40 -42 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 68 (NLMS Block 1024 (5min)):
Original[4:9]: [-68 -64 -60 -59 -59]
Recon[4:9]:    [-68 -64 -60 -59 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 69 (NLMS Block 1024 (5min)):
Original[4:9]: [-63 -61 -61 -57 -55]
Recon[4:9]:    [-63 -61 -61 -57 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 70 (NLMS Block 1024 (5min)):
Original[4:9]: [-61 -62 -63 -63 -62]
Recon[4:9]:    [-61 -62 -63 -63 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 71 (NLMS Block 1024 (5min)):
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Recon[4:9]:    [-98 -94 -91 -92 -93]
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L2 calculation: 0.0

DEBUG Segment 72 (NLMS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 73 (NLMS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 74 (NLMS Block 1024 (5min)):
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Recon[4:9]:    [-51 -53 -53 -55 -58]
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L2 calculation: 0.0

DEBUG Segment 75 (NLMS Block 1024 (5min)):
Original[4:9]: [-55 -43 -22  17  85]
Recon[4:9]:    [-55 -43 -22  17  85]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 76 (NLMS Block 1024 (5min)):
Original[4:9]: [-46 -46 -43 -39 -35]
Recon[4:9]:    [-46 -46 -43 -39 -35]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 77 (NLMS Block 1024 (5min)):
Original[4:9]: [-68 -71 -70 -70 -67]
Recon[4:9]:    [-68 -71 -70 -70 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 78 (NLMS Block 1024 (5min)):
Original[4:9]: [-80 -78 -80 -78 -80]
Recon[4:9]:    [-80 -78 -80 -78 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 79 (NLMS Block 1024 (5min)):
Original[4:9]: [-66 -60 -60 -58 -60]
Recon[4:9]:    [-66 -60 -60 -58 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 80 (NLMS Block 1024 (5min)):
Original[4:9]: [-111 -123 -126 -119 -110]
Recon[4:9]:    [-111 -123 -126 -119 -110]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 81 (NLMS Block 1024 (5min)):
Original[4:9]: [-60 -61 -63 -64 -64]
Recon[4:9]:    [-60 -61 -63 -64 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 82 (NLMS Block 1024 (5min)):
Original[4:9]: [-60 -59 -53 -48 -48]
Recon[4:9]:    [-60 -59 -53 -48 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 83 (NLMS Block 1024 (5min)):
Original[4:9]: [-57 -59 -62 -60 -61]
Recon[4:9]:    [-57 -59 -62 -60 -61]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 84 (NLMS Block 1024 (5min)):
Original[4:9]: [-62 -62 -68 -69 -67]
Recon[4:9]:    [-62 -62 -68 -69 -67]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 85 (NLMS Block 1024 (5min)):
Original[4:9]: [-27 -25 -23 -22 -24]
Recon[4:9]:    [-27 -25 -23 -22 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 86 (NLMS Block 1024 (5min)):
Original[4:9]: [-89 -89 -87 -84 -86]
Recon[4:9]:    [-89 -89 -87 -84 -86]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 87 (NLMS Block 1024 (5min)):
Original[4:9]: [-85 -84 -85 -85 -84]
Recon[4:9]:    [-85 -84 -85 -85 -84]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 88 (NLMS Block 1024 (5min)):
Original[4:9]: [-60 -57 -59 -60 -61]
Recon[4:9]:    [-60 -57 -59 -60 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 89 (NLMS Block 1024 (5min)):
Original[4:9]: [ -8 -16 -25 -42 -60]
Recon[4:9]:    [ -8 -16 -25 -42 -60]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 90 (NLMS Block 1024 (5min)):
Original[4:9]: [-40 -39 -43 -43 -43]
Recon[4:9]:    [-40 -39 -43 -43 -43]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 91 (NLMS Block 1024 (5min)):
Original[4:9]: [115 173 161 101  52]
Recon[4:9]:    [115 173 161 101  52]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 92 (NLMS Block 1024 (5min)):
Original[4:9]: [-24 -24 -24 -23 -22]
Recon[4:9]:    [-24 -24 -24 -23 -22]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 93 (NLMS Block 1024 (5min)):
Original[4:9]: [-74 -76 -77 -73 -72]
Recon[4:9]:    [-74 -76 -77 -73 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 94 (NLMS Block 1024 (5min)):
Original[4:9]: [-77 -79 -78 -80 -79]
Recon[4:9]:    [-77 -79 -78 -80 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 95 (NLMS Block 1024 (5min)):
Original[4:9]: [-67 -63 -63 -63 -66]
Recon[4:9]:    [-67 -63 -63 -63 -66]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 96 (NLMS Block 1024 (5min)):
Original[4:9]: [-57 -60 -60 -60 -60]
Recon[4:9]:    [-57 -60 -60 -60 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 97 (NLMS Block 1024 (5min)):
Original[4:9]: [-26 -27 -31 -32 -30]
Recon[4:9]:    [-26 -27 -31 -32 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 98 (NLMS Block 1024 (5min)):
Original[4:9]: [ -40  -50  -65  -85 -101]
Recon[4:9]:    [ -40  -50  -65  -85 -101]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 99 (NLMS Block 1024 (5min)):
Original[4:9]: [-36 -37 -37 -35 -37]
Recon[4:9]:    [-36 -37 -37 -35 -37]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 100 (NLMS Block 1024 (5min)):
Original[4:9]: [145  79  28  15  18]
Recon[4:9]:    [145  79  28  15  18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 101 (NLMS Block 1024 (5min)):
Original[4:9]: [-90 -86 -87 -86 -88]
Recon[4:9]:    [-90 -86 -87 -86 -88]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 102 (NLMS Block 1024 (5min)):
Original[4:9]: [-59 -56 -55 -59 -63]
Recon[4:9]:    [-59 -56 -55 -59 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 103 (NLMS Block 1024 (5min)):
Original[4:9]: [-86 -82 -81 -76 -75]
Recon[4:9]:    [-86 -82 -81 -76 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 104 (NLMS Block 1024 (5min)):
Original[4:9]: [-68 -67 -69 -68 -71]
Recon[4:9]:    [-68 -67 -69 -68 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 105 (NLMS Block 1024 (5min)):
Original[4:9]: [-32 -34 -44 -59 -74]
Recon[4:9]:    [-32 -34 -44 -59 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- NLMS Block 1024 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added NLMS results for Block 1024: CR Rice=1.873, CR Huff=2.034, mean L2=19.11646
Best params for GASS Block 1024 (10s): {'order': 4, 'mu': 1e-07, 'rho': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-40 -40 -40 -40 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (GASS Block 1024 (5min)):
Original[4:9]: [-98 -96 -97 -90 -84]
Recon[4:9]:    [-98 -96 -97 -90 -84]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (GASS Block 1024 (5min)):
Original[4:9]: [-24 -26 -28 -32 -34]
Recon[4:9]:    [-24 -26 -28 -32 -34]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (GASS Block 1024 (5min)):
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Recon[4:9]:    [28 34 36 31 24]
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L2 calculation: 0.0

DEBUG Segment 4 (GASS Block 1024 (5min)):
Original[4:9]: [-40 -41 -38 -33 -28]
Recon[4:9]:    [-40 -41 -38 -33 -28]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (GASS Block 1024 (5min)):
Original[4:9]: [-59 -61 -62 -65 -67]
Recon[4:9]:    [-59 -61 -62 -65 -67]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (GASS Block 1024 (5min)):
Original[4:9]: [-60 -58 -59 -60 -59]
Recon[4:9]:    [-60 -58 -59 -60 -59]
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L2 calculation: 0.0

DEBUG Segment 7 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-49 -49 -43 -43 -43]
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L2 calculation: 0.0

DEBUG Segment 8 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-47 -48 -50 -55 -55]
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L2 calculation: 0.0

DEBUG Segment 9 (GASS Block 1024 (5min)):
Original[4:9]: [-58 -55 -53 -55 -54]
Recon[4:9]:    [-58 -55 -53 -55 -54]
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L2 calculation: 0.0

DEBUG Segment 10 (GASS Block 1024 (5min)):
Original[4:9]: [142 121  63  25  17]
Recon[4:9]:    [142 121  63  25  17]
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L2 calculation: 0.0

DEBUG Segment 11 (GASS Block 1024 (5min)):
Original[4:9]: [-69 -72 -74 -73 -73]
Recon[4:9]:    [-69 -72 -74 -73 -73]
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L2 calculation: 0.0

DEBUG Segment 12 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-68 -68 -67 -71 -72]
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L2 calculation: 0.0

DEBUG Segment 13 (GASS Block 1024 (5min)):
Original[4:9]: [-66 -67 -61 -61 -61]
Recon[4:9]:    [-66 -67 -61 -61 -61]
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L2 calculation: 0.0

DEBUG Segment 14 (GASS Block 1024 (5min)):
Original[4:9]: [-72 -72 -73 -71 -69]
Recon[4:9]:    [-72 -72 -73 -71 -69]
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L2 calculation: 0.0

DEBUG Segment 15 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-80 -78 -77 -78 -77]
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L2 calculation: 0.0

DEBUG Segment 16 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-57 -55 -56 -58 -60]
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L2 calculation: 0.0

DEBUG Segment 17 (GASS Block 1024 (5min)):
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Recon[4:9]:    [20 20 16  9 -4]
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L2 calculation: 0.0

DEBUG Segment 18 (GASS Block 1024 (5min)):
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DEBUG Segment 19 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-58 -57 -56 -58 -61]
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L2 calculation: 0.0

DEBUG Segment 20 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-60 -62 -61 -63 -62]
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L2 calculation: 0.0

DEBUG Segment 21 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-86 -84 -87 -84 -82]
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L2 calculation: 0.0

DEBUG Segment 22 (GASS Block 1024 (5min)):
Original[4:9]: [-99 -98 -98 -97 -97]
Recon[4:9]:    [-99 -98 -98 -97 -97]
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L2 calculation: 0.0

DEBUG Segment 23 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-74 -72 -73 -71 -75]
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L2 calculation: 0.0

DEBUG Segment 24 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-114 -113 -113 -110 -108]
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DEBUG Segment 25 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-72 -70 -75 -77 -73]
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DEBUG Segment 26 (GASS Block 1024 (5min)):
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DEBUG Segment 27 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-61 -61 -57 -57 -56]
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DEBUG Segment 28 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-91 -92 -91 -89 -88]
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L2 calculation: 0.0

DEBUG Segment 29 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-49 -48 -47 -48 -51]
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L2 calculation: 0.0

DEBUG Segment 30 (GASS Block 1024 (5min)):
Original[4:9]: [ -1 -15 -23 -34 -45]
Recon[4:9]:    [ -1 -15 -23 -34 -45]
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L2 calculation: 0.0

DEBUG Segment 31 (GASS Block 1024 (5min)):
Original[4:9]: [-53 -57 -58 -56 -55]
Recon[4:9]:    [-53 -57 -58 -56 -55]
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L2 calculation: 0.0

DEBUG Segment 32 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-83 -88 -86 -88 -90]
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L2 calculation: 0.0

DEBUG Segment 33 (GASS Block 1024 (5min)):
Original[4:9]: [-45 -40 -39 -38 -41]
Recon[4:9]:    [-45 -40 -39 -38 -41]
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L2 calculation: 0.0

DEBUG Segment 34 (GASS Block 1024 (5min)):
Original[4:9]: [-60 -59 -57 -53 -52]
Recon[4:9]:    [-60 -59 -57 -53 -52]
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L2 calculation: 0.0

DEBUG Segment 35 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-25  22 102 149 131]
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L2 calculation: 0.0

DEBUG Segment 36 (GASS Block 1024 (5min)):
Original[4:9]: [-55 -49 -44 -46 -47]
Recon[4:9]:    [-55 -49 -44 -46 -47]
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L2 calculation: 0.0

DEBUG Segment 37 (GASS Block 1024 (5min)):
Original[4:9]: [-73 -71 -70 -69 -68]
Recon[4:9]:    [-73 -71 -70 -69 -68]
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L2 calculation: 0.0

DEBUG Segment 38 (GASS Block 1024 (5min)):
Original[4:9]: [-25 -28 -30 -30 -29]
Recon[4:9]:    [-25 -28 -30 -30 -29]
Raw difference: [0 0 0 0 0]
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L2 calculation: 0.0

DEBUG Segment 39 (GASS Block 1024 (5min)):
Original[4:9]: [-40 -38 -41 -41 -44]
Recon[4:9]:    [-40 -38 -41 -41 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-24 -21 -19 -17 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-48 -49 -49 -48 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-38 -39 -39 -41 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-67 -67 -66 -67 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-38 -40 -39 -37 -38]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (GASS Block 1024 (5min)):
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Recon[4:9]:    [57 65 72 84 92]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-36 -35 -32 -37 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-73 -75 -77 -75 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-64 -65 -67 -66 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-110 -111 -112 -116 -117]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (GASS Block 1024 (5min)):
Original[4:9]: [-80 -77 -76 -78 -80]
Recon[4:9]:    [-80 -77 -76 -78 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-94 -93 -91 -85 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-52 -54 -55 -56 -54]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 53 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-34 -30 -30 -32 -33]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 54 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-59 -63 -64 -63 -47]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 55 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-40 -45 -44 -41 -40]
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L2 calculation: 0.0

DEBUG Segment 56 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-58 -62 -63 -66 -64]
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L2 calculation: 0.0

DEBUG Segment 57 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-35 -34 -34 -34 -36]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 58 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-100 -102 -100  -99 -100]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 59 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-53 -52 -54 -54 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 60 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-35 -32 -33 -35 -35]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 61 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-45 -44 -41 -40 -43]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 62 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-69 -71 -70 -69 -66]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 63 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-45 -51 -54 -55 -55]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 64 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-70 -67 -71 -75 -78]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 65 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-53 -54 -54 -57 -55]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 66 (GASS Block 1024 (5min)):
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Recon[4:9]:    [39 38 36 36 35]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 67 (GASS Block 1024 (5min)):
Original[4:9]: [-38 -39 -40 -42 -39]
Recon[4:9]:    [-38 -39 -40 -42 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 68 (GASS Block 1024 (5min)):
Original[4:9]: [-68 -64 -60 -59 -59]
Recon[4:9]:    [-68 -64 -60 -59 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 69 (GASS Block 1024 (5min)):
Original[4:9]: [-63 -61 -61 -57 -55]
Recon[4:9]:    [-63 -61 -61 -57 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 70 (GASS Block 1024 (5min)):
Original[4:9]: [-61 -62 -63 -63 -62]
Recon[4:9]:    [-61 -62 -63 -63 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 71 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-98 -94 -91 -92 -93]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 72 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-71 -69 -69 -66 -70]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 73 (GASS Block 1024 (5min)):
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Recon[4:9]:    [ 26  10   0  -7 -17]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 74 (GASS Block 1024 (5min)):
Original[4:9]: [-51 -53 -53 -55 -58]
Recon[4:9]:    [-51 -53 -53 -55 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 75 (GASS Block 1024 (5min)):
Original[4:9]: [-55 -43 -22  17  85]
Recon[4:9]:    [-55 -43 -22  17  85]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 76 (GASS Block 1024 (5min)):
Original[4:9]: [-46 -46 -43 -39 -35]
Recon[4:9]:    [-46 -46 -43 -39 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 77 (GASS Block 1024 (5min)):
Original[4:9]: [-68 -71 -70 -70 -67]
Recon[4:9]:    [-68 -71 -70 -70 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 78 (GASS Block 1024 (5min)):
Original[4:9]: [-80 -78 -80 -78 -80]
Recon[4:9]:    [-80 -78 -80 -78 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 79 (GASS Block 1024 (5min)):
Original[4:9]: [-66 -60 -60 -58 -60]
Recon[4:9]:    [-66 -60 -60 -58 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 80 (GASS Block 1024 (5min)):
Original[4:9]: [-111 -123 -126 -119 -110]
Recon[4:9]:    [-111 -123 -126 -119 -110]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 81 (GASS Block 1024 (5min)):
Original[4:9]: [-60 -61 -63 -64 -64]
Recon[4:9]:    [-60 -61 -63 -64 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 82 (GASS Block 1024 (5min)):
Original[4:9]: [-60 -59 -53 -48 -48]
Recon[4:9]:    [-60 -59 -53 -48 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 83 (GASS Block 1024 (5min)):
Original[4:9]: [-57 -59 -62 -60 -61]
Recon[4:9]:    [-57 -59 -62 -60 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 84 (GASS Block 1024 (5min)):
Original[4:9]: [-62 -62 -68 -69 -67]
Recon[4:9]:    [-62 -62 -68 -69 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 85 (GASS Block 1024 (5min)):
Original[4:9]: [-27 -25 -23 -22 -24]
Recon[4:9]:    [-27 -25 -23 -22 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 86 (GASS Block 1024 (5min)):
Original[4:9]: [-89 -89 -87 -84 -86]
Recon[4:9]:    [-89 -89 -87 -84 -86]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 87 (GASS Block 1024 (5min)):
Original[4:9]: [-85 -84 -85 -85 -84]
Recon[4:9]:    [-85 -84 -85 -85 -84]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 88 (GASS Block 1024 (5min)):
Original[4:9]: [-60 -57 -59 -60 -61]
Recon[4:9]:    [-60 -57 -59 -60 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 89 (GASS Block 1024 (5min)):
Original[4:9]: [ -8 -16 -25 -42 -60]
Recon[4:9]:    [ -8 -16 -25 -42 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 90 (GASS Block 1024 (5min)):
Original[4:9]: [-40 -39 -43 -43 -43]
Recon[4:9]:    [-40 -39 -43 -43 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 91 (GASS Block 1024 (5min)):
Original[4:9]: [115 173 161 101  52]
Recon[4:9]:    [115 173 161 101  52]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 92 (GASS Block 1024 (5min)):
Original[4:9]: [-24 -24 -24 -23 -22]
Recon[4:9]:    [-24 -24 -24 -23 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 93 (GASS Block 1024 (5min)):
Original[4:9]: [-74 -76 -77 -73 -72]
Recon[4:9]:    [-74 -76 -77 -73 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 94 (GASS Block 1024 (5min)):
Original[4:9]: [-77 -79 -78 -80 -79]
Recon[4:9]:    [-77 -79 -78 -80 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 95 (GASS Block 1024 (5min)):
Original[4:9]: [-67 -63 -63 -63 -66]
Recon[4:9]:    [-67 -63 -63 -63 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 96 (GASS Block 1024 (5min)):
Original[4:9]: [-57 -60 -60 -60 -60]
Recon[4:9]:    [-57 -60 -60 -60 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 97 (GASS Block 1024 (5min)):
Original[4:9]: [-26 -27 -31 -32 -30]
Recon[4:9]:    [-26 -27 -31 -32 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 98 (GASS Block 1024 (5min)):
Original[4:9]: [ -40  -50  -65  -85 -101]
Recon[4:9]:    [ -40  -50  -65  -85 -101]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 99 (GASS Block 1024 (5min)):
Original[4:9]: [-36 -37 -37 -35 -37]
Recon[4:9]:    [-36 -37 -37 -35 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 100 (GASS Block 1024 (5min)):
Original[4:9]: [145  79  28  15  18]
Recon[4:9]:    [145  79  28  15  18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 101 (GASS Block 1024 (5min)):
Original[4:9]: [-90 -86 -87 -86 -88]
Recon[4:9]:    [-90 -86 -87 -86 -88]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 102 (GASS Block 1024 (5min)):
Original[4:9]: [-59 -56 -55 -59 -63]
Recon[4:9]:    [-59 -56 -55 -59 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 103 (GASS Block 1024 (5min)):
Original[4:9]: [-86 -82 -81 -76 -75]
Recon[4:9]:    [-86 -82 -81 -76 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 104 (GASS Block 1024 (5min)):
Original[4:9]: [-68 -67 -69 -68 -71]
Recon[4:9]:    [-68 -67 -69 -68 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 105 (GASS Block 1024 (5min)):
Original[4:9]: [-32 -34 -44 -59 -74]
Recon[4:9]:    [-32 -34 -44 -59 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- GASS Block 1024 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added GASS results for Block 1024: CR Rice=2.328, CR Huff=2.527, mean L2=10.92154
Best params for LMS Block 2048 (10s): {'order': 4, 'mu': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (LMS Block 2048 (5min)):
Original[4:9]: [-40 -40 -40 -40 -38]
Recon[4:9]:    [-40 -40 -40 -40 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (LMS Block 2048 (5min)):
Original[4:9]: [-24 -26 -28 -32 -34]
Recon[4:9]:    [-24 -26 -28 -32 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (LMS Block 2048 (5min)):
Original[4:9]: [-40 -41 -38 -33 -28]
Recon[4:9]:    [-40 -41 -38 -33 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (LMS Block 2048 (5min)):
Original[4:9]: [-60 -58 -59 -60 -59]
Recon[4:9]:    [-60 -58 -59 -60 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (LMS Block 2048 (5min)):
Original[4:9]: [-47 -48 -50 -55 -55]
Recon[4:9]:    [-47 -48 -50 -55 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (LMS Block 2048 (5min)):
Original[4:9]: [142 121  63  25  17]
Recon[4:9]:    [142 121  63  25  17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (LMS Block 2048 (5min)):
Original[4:9]: [-68 -68 -67 -71 -72]
Recon[4:9]:    [-68 -68 -67 -71 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (LMS Block 2048 (5min)):
Original[4:9]: [-72 -72 -73 -71 -69]
Recon[4:9]:    [-72 -72 -73 -71 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (LMS Block 2048 (5min)):
Original[4:9]: [-57 -55 -56 -58 -60]
Recon[4:9]:    [-57 -55 -56 -58 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (LMS Block 2048 (5min)):
Original[4:9]: [-44 -46 -46 -47 -45]
Recon[4:9]:    [-44 -46 -46 -47 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (LMS Block 2048 (5min)):
Original[4:9]: [-60 -62 -61 -63 -62]
Recon[4:9]:    [-60 -62 -61 -63 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (LMS Block 2048 (5min)):
Original[4:9]: [-99 -98 -98 -97 -97]
Recon[4:9]:    [-99 -98 -98 -97 -97]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (LMS Block 2048 (5min)):
Original[4:9]: [-114 -113 -113 -110 -108]
Recon[4:9]:    [-114 -113 -113 -110 -108]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (LMS Block 2048 (5min)):
Original[4:9]: [  7   7   0 -14 -28]
Recon[4:9]:    [  7   7   0 -14 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (LMS Block 2048 (5min)):
Original[4:9]: [-91 -92 -91 -89 -88]
Recon[4:9]:    [-91 -92 -91 -89 -88]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (LMS Block 2048 (5min)):
Original[4:9]: [ -1 -15 -23 -34 -45]
Recon[4:9]:    [ -1 -15 -23 -34 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (LMS Block 2048 (5min)):
Original[4:9]: [-83 -88 -86 -88 -90]
Recon[4:9]:    [-83 -88 -86 -88 -90]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (LMS Block 2048 (5min)):
Original[4:9]: [-60 -59 -57 -53 -52]
Recon[4:9]:    [-60 -59 -57 -53 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (LMS Block 2048 (5min)):
Original[4:9]: [-55 -49 -44 -46 -47]
Recon[4:9]:    [-55 -49 -44 -46 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (LMS Block 2048 (5min)):
Original[4:9]: [-25 -28 -30 -30 -29]
Recon[4:9]:    [-25 -28 -30 -30 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (LMS Block 2048 (5min)):
Original[4:9]: [-24 -21 -19 -17 -17]
Recon[4:9]:    [-24 -21 -19 -17 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (LMS Block 2048 (5min)):
Original[4:9]: [-38 -39 -39 -41 -42]
Recon[4:9]:    [-38 -39 -39 -41 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (LMS Block 2048 (5min)):
Original[4:9]: [-38 -40 -39 -37 -38]
Recon[4:9]:    [-38 -40 -39 -37 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (LMS Block 2048 (5min)):
Original[4:9]: [-36 -35 -32 -37 -36]
Recon[4:9]:    [-36 -35 -32 -37 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (LMS Block 2048 (5min)):
Original[4:9]: [-64 -65 -67 -66 -67]
Recon[4:9]:    [-64 -65 -67 -66 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (LMS Block 2048 (5min)):
Original[4:9]: [-80 -77 -76 -78 -80]
Recon[4:9]:    [-80 -77 -76 -78 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (LMS Block 2048 (5min)):
Original[4:9]: [-52 -54 -55 -56 -54]
Recon[4:9]:    [-52 -54 -55 -56 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (LMS Block 2048 (5min)):
Original[4:9]: [-59 -63 -64 -63 -47]
Recon[4:9]:    [-59 -63 -64 -63 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (LMS Block 2048 (5min)):
Original[4:9]: [-58 -62 -63 -66 -64]
Recon[4:9]:    [-58 -62 -63 -66 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (LMS Block 2048 (5min)):
Original[4:9]: [-100 -102 -100  -99 -100]
Recon[4:9]:    [-100 -102 -100  -99 -100]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (LMS Block 2048 (5min)):
Original[4:9]: [-35 -32 -33 -35 -35]
Recon[4:9]:    [-35 -32 -33 -35 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (LMS Block 2048 (5min)):
Original[4:9]: [-69 -71 -70 -69 -66]
Recon[4:9]:    [-69 -71 -70 -69 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (LMS Block 2048 (5min)):
Original[4:9]: [-70 -67 -71 -75 -78]
Recon[4:9]:    [-70 -67 -71 -75 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (LMS Block 2048 (5min)):
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Recon[4:9]:    [39 38 36 36 35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (LMS Block 2048 (5min)):
Original[4:9]: [-68 -64 -60 -59 -59]
Recon[4:9]:    [-68 -64 -60 -59 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (LMS Block 2048 (5min)):
Original[4:9]: [-61 -62 -63 -63 -62]
Recon[4:9]:    [-61 -62 -63 -63 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (LMS Block 2048 (5min)):
Original[4:9]: [-71 -69 -69 -66 -70]
Recon[4:9]:    [-71 -69 -69 -66 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (LMS Block 2048 (5min)):
Original[4:9]: [-51 -53 -53 -55 -58]
Recon[4:9]:    [-51 -53 -53 -55 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (LMS Block 2048 (5min)):
Original[4:9]: [-46 -46 -43 -39 -35]
Recon[4:9]:    [-46 -46 -43 -39 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (LMS Block 2048 (5min)):
Original[4:9]: [-80 -78 -80 -78 -80]
Recon[4:9]:    [-80 -78 -80 -78 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (LMS Block 2048 (5min)):
Original[4:9]: [-111 -123 -126 -119 -110]
Recon[4:9]:    [-111 -123 -126 -119 -110]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (LMS Block 2048 (5min)):
Original[4:9]: [-60 -59 -53 -48 -48]
Recon[4:9]:    [-60 -59 -53 -48 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (LMS Block 2048 (5min)):
Original[4:9]: [-62 -62 -68 -69 -67]
Recon[4:9]:    [-62 -62 -68 -69 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (LMS Block 2048 (5min)):
Original[4:9]: [-89 -89 -87 -84 -86]
Recon[4:9]:    [-89 -89 -87 -84 -86]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (LMS Block 2048 (5min)):
Original[4:9]: [-60 -57 -59 -60 -61]
Recon[4:9]:    [-60 -57 -59 -60 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (LMS Block 2048 (5min)):
Original[4:9]: [-40 -39 -43 -43 -43]
Recon[4:9]:    [-40 -39 -43 -43 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (LMS Block 2048 (5min)):
Original[4:9]: [-24 -24 -24 -23 -22]
Recon[4:9]:    [-24 -24 -24 -23 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (LMS Block 2048 (5min)):
Original[4:9]: [-77 -79 -78 -80 -79]
Recon[4:9]:    [-77 -79 -78 -80 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (LMS Block 2048 (5min)):
Original[4:9]: [-57 -60 -60 -60 -60]
Recon[4:9]:    [-57 -60 -60 -60 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (LMS Block 2048 (5min)):
Original[4:9]: [ -40  -50  -65  -85 -101]
Recon[4:9]:    [ -40  -50  -65  -85 -101]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (LMS Block 2048 (5min)):
Original[4:9]: [145  79  28  15  18]
Recon[4:9]:    [145  79  28  15  18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (LMS Block 2048 (5min)):
Original[4:9]: [-59 -56 -55 -59 -63]
Recon[4:9]:    [-59 -56 -55 -59 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (LMS Block 2048 (5min)):
Original[4:9]: [-68 -67 -69 -68 -71]
Recon[4:9]:    [-68 -67 -69 -68 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- LMS Block 2048 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added LMS results for Block 2048: CR Rice=2.087, CR Huff=2.257, mean L2=14.99840
Best params for NLMS Block 2048 (10s): {'order': 4, 'mu': 0.01} (avg l2-norm=0.00000)

DEBUG Segment 0 (NLMS Block 2048 (5min)):
Original[4:9]: [-40 -40 -40 -40 -38]
Recon[4:9]:    [-40 -40 -40 -40 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (NLMS Block 2048 (5min)):
Original[4:9]: [-24 -26 -28 -32 -34]
Recon[4:9]:    [-24 -26 -28 -32 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (NLMS Block 2048 (5min)):
Original[4:9]: [-40 -41 -38 -33 -28]
Recon[4:9]:    [-40 -41 -38 -33 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (NLMS Block 2048 (5min)):
Original[4:9]: [-60 -58 -59 -60 -59]
Recon[4:9]:    [-60 -58 -59 -60 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (NLMS Block 2048 (5min)):
Original[4:9]: [-47 -48 -50 -55 -55]
Recon[4:9]:    [-47 -48 -50 -55 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (NLMS Block 2048 (5min)):
Original[4:9]: [142 121  63  25  17]
Recon[4:9]:    [142 121  63  25  17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (NLMS Block 2048 (5min)):
Original[4:9]: [-68 -68 -67 -71 -72]
Recon[4:9]:    [-68 -68 -67 -71 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (NLMS Block 2048 (5min)):
Original[4:9]: [-72 -72 -73 -71 -69]
Recon[4:9]:    [-72 -72 -73 -71 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (NLMS Block 2048 (5min)):
Original[4:9]: [-57 -55 -56 -58 -60]
Recon[4:9]:    [-57 -55 -56 -58 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (NLMS Block 2048 (5min)):
Original[4:9]: [-44 -46 -46 -47 -45]
Recon[4:9]:    [-44 -46 -46 -47 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (NLMS Block 2048 (5min)):
Original[4:9]: [-60 -62 -61 -63 -62]
Recon[4:9]:    [-60 -62 -61 -63 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (NLMS Block 2048 (5min)):
Original[4:9]: [-99 -98 -98 -97 -97]
Recon[4:9]:    [-99 -98 -98 -97 -97]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (NLMS Block 2048 (5min)):
Original[4:9]: [-114 -113 -113 -110 -108]
Recon[4:9]:    [-114 -113 -113 -110 -108]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (NLMS Block 2048 (5min)):
Original[4:9]: [  7   7   0 -14 -28]
Recon[4:9]:    [  7   7   0 -14 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (NLMS Block 2048 (5min)):
Original[4:9]: [-91 -92 -91 -89 -88]
Recon[4:9]:    [-91 -92 -91 -89 -88]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (NLMS Block 2048 (5min)):
Original[4:9]: [ -1 -15 -23 -34 -45]
Recon[4:9]:    [ -1 -15 -23 -34 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (NLMS Block 2048 (5min)):
Original[4:9]: [-83 -88 -86 -88 -90]
Recon[4:9]:    [-83 -88 -86 -88 -90]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (NLMS Block 2048 (5min)):
Original[4:9]: [-60 -59 -57 -53 -52]
Recon[4:9]:    [-60 -59 -57 -53 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (NLMS Block 2048 (5min)):
Original[4:9]: [-55 -49 -44 -46 -47]
Recon[4:9]:    [-55 -49 -44 -46 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (NLMS Block 2048 (5min)):
Original[4:9]: [-25 -28 -30 -30 -29]
Recon[4:9]:    [-25 -28 -30 -30 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (NLMS Block 2048 (5min)):
Original[4:9]: [-24 -21 -19 -17 -17]
Recon[4:9]:    [-24 -21 -19 -17 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (NLMS Block 2048 (5min)):
Original[4:9]: [-38 -39 -39 -41 -42]
Recon[4:9]:    [-38 -39 -39 -41 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (NLMS Block 2048 (5min)):
Original[4:9]: [-38 -40 -39 -37 -38]
Recon[4:9]:    [-38 -40 -39 -37 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (NLMS Block 2048 (5min)):
Original[4:9]: [-36 -35 -32 -37 -36]
Recon[4:9]:    [-36 -35 -32 -37 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (NLMS Block 2048 (5min)):
Original[4:9]: [-64 -65 -67 -66 -67]
Recon[4:9]:    [-64 -65 -67 -66 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (NLMS Block 2048 (5min)):
Original[4:9]: [-80 -77 -76 -78 -80]
Recon[4:9]:    [-80 -77 -76 -78 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (NLMS Block 2048 (5min)):
Original[4:9]: [-52 -54 -55 -56 -54]
Recon[4:9]:    [-52 -54 -55 -56 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (NLMS Block 2048 (5min)):
Original[4:9]: [-59 -63 -64 -63 -47]
Recon[4:9]:    [-59 -63 -64 -63 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (NLMS Block 2048 (5min)):
Original[4:9]: [-58 -62 -63 -66 -64]
Recon[4:9]:    [-58 -62 -63 -66 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (NLMS Block 2048 (5min)):
Original[4:9]: [-100 -102 -100  -99 -100]
Recon[4:9]:    [-100 -102 -100  -99 -100]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (NLMS Block 2048 (5min)):
Original[4:9]: [-35 -32 -33 -35 -35]
Recon[4:9]:    [-35 -32 -33 -35 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (NLMS Block 2048 (5min)):
Original[4:9]: [-69 -71 -70 -69 -66]
Recon[4:9]:    [-69 -71 -70 -69 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (NLMS Block 2048 (5min)):
Original[4:9]: [-70 -67 -71 -75 -78]
Recon[4:9]:    [-70 -67 -71 -75 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (NLMS Block 2048 (5min)):
Original[4:9]: [39 38 36 36 35]
Recon[4:9]:    [39 38 36 36 35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (NLMS Block 2048 (5min)):
Original[4:9]: [-68 -64 -60 -59 -59]
Recon[4:9]:    [-68 -64 -60 -59 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (NLMS Block 2048 (5min)):
Original[4:9]: [-61 -62 -63 -63 -62]
Recon[4:9]:    [-61 -62 -63 -63 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (NLMS Block 2048 (5min)):
Original[4:9]: [-71 -69 -69 -66 -70]
Recon[4:9]:    [-71 -69 -69 -66 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (NLMS Block 2048 (5min)):
Original[4:9]: [-51 -53 -53 -55 -58]
Recon[4:9]:    [-51 -53 -53 -55 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (NLMS Block 2048 (5min)):
Original[4:9]: [-46 -46 -43 -39 -35]
Recon[4:9]:    [-46 -46 -43 -39 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (NLMS Block 2048 (5min)):
Original[4:9]: [-80 -78 -80 -78 -80]
Recon[4:9]:    [-80 -78 -80 -78 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (NLMS Block 2048 (5min)):
Original[4:9]: [-111 -123 -126 -119 -110]
Recon[4:9]:    [-111 -123 -126 -119 -110]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (NLMS Block 2048 (5min)):
Original[4:9]: [-60 -59 -53 -48 -48]
Recon[4:9]:    [-60 -59 -53 -48 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (NLMS Block 2048 (5min)):
Original[4:9]: [-62 -62 -68 -69 -67]
Recon[4:9]:    [-62 -62 -68 -69 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (NLMS Block 2048 (5min)):
Original[4:9]: [-89 -89 -87 -84 -86]
Recon[4:9]:    [-89 -89 -87 -84 -86]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (NLMS Block 2048 (5min)):
Original[4:9]: [-60 -57 -59 -60 -61]
Recon[4:9]:    [-60 -57 -59 -60 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (NLMS Block 2048 (5min)):
Original[4:9]: [-40 -39 -43 -43 -43]
Recon[4:9]:    [-40 -39 -43 -43 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (NLMS Block 2048 (5min)):
Original[4:9]: [-24 -24 -24 -23 -22]
Recon[4:9]:    [-24 -24 -24 -23 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (NLMS Block 2048 (5min)):
Original[4:9]: [-77 -79 -78 -80 -79]
Recon[4:9]:    [-77 -79 -78 -80 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (NLMS Block 2048 (5min)):
Original[4:9]: [-57 -60 -60 -60 -60]
Recon[4:9]:    [-57 -60 -60 -60 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (NLMS Block 2048 (5min)):
Original[4:9]: [ -40  -50  -65  -85 -101]
Recon[4:9]:    [ -40  -50  -65  -85 -101]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (NLMS Block 2048 (5min)):
Original[4:9]: [145  79  28  15  18]
Recon[4:9]:    [145  79  28  15  18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (NLMS Block 2048 (5min)):
Original[4:9]: [-59 -56 -55 -59 -63]
Recon[4:9]:    [-59 -56 -55 -59 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (NLMS Block 2048 (5min)):
Original[4:9]: [-68 -67 -69 -68 -71]
Recon[4:9]:    [-68 -67 -69 -68 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- NLMS Block 2048 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added NLMS results for Block 2048: CR Rice=2.043, CR Huff=2.223, mean L2=15.67052
Best params for GASS Block 2048 (10s): {'order': 4, 'mu': 1e-07, 'rho': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-40 -40 -40 -40 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-24 -26 -28 -32 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-40 -41 -38 -33 -28]
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L2 calculation: 0.0

DEBUG Segment 3 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-60 -58 -59 -60 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-47 -48 -50 -55 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (GASS Block 2048 (5min)):
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Recon[4:9]:    [142 121  63  25  17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-68 -68 -67 -71 -72]
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L2 calculation: 0.0

DEBUG Segment 7 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-72 -72 -73 -71 -69]
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L2 calculation: 0.0

DEBUG Segment 8 (GASS Block 2048 (5min)):
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Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-44 -46 -46 -47 -45]
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L2 calculation: 0.0

DEBUG Segment 10 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-60 -62 -61 -63 -62]
Raw difference: [0 0 0 0 0]
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L2 calculation: 0.0

DEBUG Segment 11 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-99 -98 -98 -97 -97]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-114 -113 -113 -110 -108]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (GASS Block 2048 (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-91 -92 -91 -89 -88]
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L2 calculation: 0.0

DEBUG Segment 15 (GASS Block 2048 (5min)):
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DEBUG Segment 16 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 17 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-60 -59 -57 -53 -52]
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L2 calculation: 0.0

DEBUG Segment 18 (GASS Block 2048 (5min)):
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DEBUG Segment 19 (GASS Block 2048 (5min)):
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DEBUG Segment 20 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 21 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 22 (GASS Block 2048 (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (GASS Block 2048 (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-64 -65 -67 -66 -67]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-80 -77 -76 -78 -80]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-52 -54 -55 -56 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-59 -63 -64 -63 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-58 -62 -63 -66 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-100 -102 -100  -99 -100]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (GASS Block 2048 (5min)):
Original[4:9]: [-35 -32 -33 -35 -35]
Recon[4:9]:    [-35 -32 -33 -35 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (GASS Block 2048 (5min)):
Original[4:9]: [-69 -71 -70 -69 -66]
Recon[4:9]:    [-69 -71 -70 -69 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-70 -67 -71 -75 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (GASS Block 2048 (5min)):
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Recon[4:9]:    [39 38 36 36 35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (GASS Block 2048 (5min)):
Original[4:9]: [-68 -64 -60 -59 -59]
Recon[4:9]:    [-68 -64 -60 -59 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (GASS Block 2048 (5min)):
Original[4:9]: [-61 -62 -63 -63 -62]
Recon[4:9]:    [-61 -62 -63 -63 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (GASS Block 2048 (5min)):
Original[4:9]: [-71 -69 -69 -66 -70]
Recon[4:9]:    [-71 -69 -69 -66 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (GASS Block 2048 (5min)):
Original[4:9]: [-51 -53 -53 -55 -58]
Recon[4:9]:    [-51 -53 -53 -55 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (GASS Block 2048 (5min)):
Original[4:9]: [-46 -46 -43 -39 -35]
Recon[4:9]:    [-46 -46 -43 -39 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (GASS Block 2048 (5min)):
Original[4:9]: [-80 -78 -80 -78 -80]
Recon[4:9]:    [-80 -78 -80 -78 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (GASS Block 2048 (5min)):
Original[4:9]: [-111 -123 -126 -119 -110]
Recon[4:9]:    [-111 -123 -126 -119 -110]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (GASS Block 2048 (5min)):
Original[4:9]: [-60 -59 -53 -48 -48]
Recon[4:9]:    [-60 -59 -53 -48 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (GASS Block 2048 (5min)):
Original[4:9]: [-62 -62 -68 -69 -67]
Recon[4:9]:    [-62 -62 -68 -69 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (GASS Block 2048 (5min)):
Original[4:9]: [-89 -89 -87 -84 -86]
Recon[4:9]:    [-89 -89 -87 -84 -86]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (GASS Block 2048 (5min)):
Original[4:9]: [-60 -57 -59 -60 -61]
Recon[4:9]:    [-60 -57 -59 -60 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (GASS Block 2048 (5min)):
Original[4:9]: [-40 -39 -43 -43 -43]
Recon[4:9]:    [-40 -39 -43 -43 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (GASS Block 2048 (5min)):
Original[4:9]: [-24 -24 -24 -23 -22]
Recon[4:9]:    [-24 -24 -24 -23 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (GASS Block 2048 (5min)):
Original[4:9]: [-77 -79 -78 -80 -79]
Recon[4:9]:    [-77 -79 -78 -80 -79]
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L2 calculation: 0.0

DEBUG Segment 48 (GASS Block 2048 (5min)):
Original[4:9]: [-57 -60 -60 -60 -60]
Recon[4:9]:    [-57 -60 -60 -60 -60]
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L2 calculation: 0.0

DEBUG Segment 49 (GASS Block 2048 (5min)):
Original[4:9]: [ -40  -50  -65  -85 -101]
Recon[4:9]:    [ -40  -50  -65  -85 -101]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (GASS Block 2048 (5min)):
Original[4:9]: [145  79  28  15  18]
Recon[4:9]:    [145  79  28  15  18]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (GASS Block 2048 (5min)):
Original[4:9]: [-59 -56 -55 -59 -63]
Recon[4:9]:    [-59 -56 -55 -59 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (GASS Block 2048 (5min)):
Original[4:9]: [-68 -67 -69 -68 -71]
Recon[4:9]:    [-68 -67 -69 -68 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- GASS Block 2048 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added GASS results for Block 2048: CR Rice=2.380, CR Huff=2.584, mean L2=9.77296
Best params for LMS Elgendi Beats (10s): {'order': 4, 'mu': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (LMS Elgendi Beats (5min)):
Original[4:9]: [-40 -40 -40 -40 -38]
Recon[4:9]:    [-40 -40 -40 -40 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (LMS Elgendi Beats (5min)):
Original[4:9]: [-47 -46 -47 -50 -49]
Recon[4:9]:    [-47 -46 -47 -50 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (LMS Elgendi Beats (5min)):
Original[4:9]: [-45 -43 -44 -44 -46]
Recon[4:9]:    [-45 -43 -44 -44 -46]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (LMS Elgendi Beats (5min)):
Original[4:9]: [-38 -37 -40 -42 -44]
Recon[4:9]:    [-38 -37 -40 -42 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (LMS Elgendi Beats (5min)):
Original[4:9]: [-40 -37 -39 -36 -41]
Recon[4:9]:    [-40 -37 -39 -36 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-50 -48 -49 -50 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (LMS Elgendi Beats (5min)):
Original[4:9]: [-49 -54 -51 -51 -50]
Recon[4:9]:    [-49 -54 -51 -51 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (LMS Elgendi Beats (5min)):
Original[4:9]: [-28 -32 -34 -33 -34]
Recon[4:9]:    [-28 -32 -34 -33 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (LMS Elgendi Beats (5min)):
Original[4:9]: [-31 -34 -33 -33 -33]
Recon[4:9]:    [-31 -34 -33 -33 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (LMS Elgendi Beats (5min)):
Original[4:9]: [-38 -36 -38 -40 -42]
Recon[4:9]:    [-38 -36 -38 -40 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (LMS Elgendi Beats (5min)):
Original[4:9]: [-43 -44 -46 -47 -44]
Recon[4:9]:    [-43 -44 -46 -47 -44]
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L2 calculation: 0.0

DEBUG Segment 11 (LMS Elgendi Beats (5min)):
Original[4:9]: [-44 -44 -40 -42 -43]
Recon[4:9]:    [-44 -44 -40 -42 -43]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (LMS Elgendi Beats (5min)):
Original[4:9]: [-65 -67 -68 -67 -65]
Recon[4:9]:    [-65 -67 -68 -67 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (LMS Elgendi Beats (5min)):
Original[4:9]: [-59 -58 -59 -57 -57]
Recon[4:9]:    [-59 -58 -59 -57 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (LMS Elgendi Beats (5min)):
Original[4:9]: [-34 -35 -37 -36 -37]
Recon[4:9]:    [-34 -35 -37 -36 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (LMS Elgendi Beats (5min)):
Original[4:9]: [-44 -47 -45 -47 -50]
Recon[4:9]:    [-44 -47 -45 -47 -50]
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L2 calculation: 0.0

DEBUG Segment 16 (LMS Elgendi Beats (5min)):
Original[4:9]: [-54 -54 -54 -56 -56]
Recon[4:9]:    [-54 -54 -54 -56 -56]
Raw difference: [0 0 0 0 0]
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L2 calculation: 0.0

DEBUG Segment 17 (LMS Elgendi Beats (5min)):
Original[4:9]: [-56 -56 -60 -57 -59]
Recon[4:9]:    [-56 -56 -60 -57 -59]
Raw difference: [0 0 0 0 0]
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L2 calculation: 0.0

DEBUG Segment 18 (LMS Elgendi Beats (5min)):
Original[4:9]: [-57 -57 -57 -55 -57]
Recon[4:9]:    [-57 -57 -57 -55 -57]
Raw difference: [0 0 0 0 0]
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L2 calculation: 0.0

DEBUG Segment 19 (LMS Elgendi Beats (5min)):
Original[4:9]: [-59 -59 -60 -61 -63]
Recon[4:9]:    [-59 -59 -60 -61 -63]
Raw difference: [0 0 0 0 0]
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L2 calculation: 0.0

DEBUG Segment 20 (LMS Elgendi Beats (5min)):
Original[4:9]: [-57 -56 -56 -52 -51]
Recon[4:9]:    [-57 -56 -56 -52 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (LMS Elgendi Beats (5min)):
Original[4:9]: [-22 -20 -19 -21 -22]
Recon[4:9]:    [-22 -20 -19 -21 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-34 -35 -36 -38 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (LMS Elgendi Beats (5min)):
Original[4:9]: [-47 -49 -47 -46 -46]
Recon[4:9]:    [-47 -49 -47 -46 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (LMS Elgendi Beats (5min)):
Original[4:9]: [-26 -26 -26 -27 -28]
Recon[4:9]:    [-26 -26 -26 -27 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (LMS Elgendi Beats (5min)):
Original[4:9]: [-37 -37 -40 -36 -36]
Recon[4:9]:    [-37 -37 -40 -36 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (LMS Elgendi Beats (5min)):
Original[4:9]: [-46 -45 -44 -43 -45]
Recon[4:9]:    [-46 -45 -44 -43 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (LMS Elgendi Beats (5min)):
Original[4:9]: [-38 -39 -36 -35 -37]
Recon[4:9]:    [-38 -39 -36 -35 -37]
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DEBUG Segment 28 (LMS Elgendi Beats (5min)):
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DEBUG Segment 29 (LMS Elgendi Beats (5min)):
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DEBUG Segment 30 (LMS Elgendi Beats (5min)):
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DEBUG Segment 31 (LMS Elgendi Beats (5min)):
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DEBUG Segment 32 (LMS Elgendi Beats (5min)):
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DEBUG Segment 33 (LMS Elgendi Beats (5min)):
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DEBUG Segment 34 (LMS Elgendi Beats (5min)):
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DEBUG Segment 35 (LMS Elgendi Beats (5min)):
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DEBUG Segment 36 (LMS Elgendi Beats (5min)):
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DEBUG Segment 37 (LMS Elgendi Beats (5min)):
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DEBUG Segment 39 (LMS Elgendi Beats (5min)):
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DEBUG Segment 41 (LMS Elgendi Beats (5min)):
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DEBUG Segment 42 (LMS Elgendi Beats (5min)):
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DEBUG Segment 43 (LMS Elgendi Beats (5min)):
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DEBUG Segment 44 (LMS Elgendi Beats (5min)):
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DEBUG Segment 45 (LMS Elgendi Beats (5min)):
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DEBUG Segment 46 (LMS Elgendi Beats (5min)):
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DEBUG Segment 47 (LMS Elgendi Beats (5min)):
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DEBUG Segment 48 (LMS Elgendi Beats (5min)):
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DEBUG Segment 49 (LMS Elgendi Beats (5min)):
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DEBUG Segment 50 (LMS Elgendi Beats (5min)):
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DEBUG Segment 51 (LMS Elgendi Beats (5min)):
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DEBUG Segment 52 (LMS Elgendi Beats (5min)):
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DEBUG Segment 53 (LMS Elgendi Beats (5min)):
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DEBUG Segment 54 (LMS Elgendi Beats (5min)):
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DEBUG Segment 55 (LMS Elgendi Beats (5min)):
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DEBUG Segment 56 (LMS Elgendi Beats (5min)):
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DEBUG Segment 57 (LMS Elgendi Beats (5min)):
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DEBUG Segment 58 (LMS Elgendi Beats (5min)):
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DEBUG Segment 59 (LMS Elgendi Beats (5min)):
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DEBUG Segment 60 (LMS Elgendi Beats (5min)):
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DEBUG Segment 61 (LMS Elgendi Beats (5min)):
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DEBUG Segment 62 (LMS Elgendi Beats (5min)):
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DEBUG Segment 63 (LMS Elgendi Beats (5min)):
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DEBUG Segment 64 (LMS Elgendi Beats (5min)):
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DEBUG Segment 65 (LMS Elgendi Beats (5min)):
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DEBUG Segment 66 (LMS Elgendi Beats (5min)):
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DEBUG Segment 67 (LMS Elgendi Beats (5min)):
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DEBUG Segment 68 (LMS Elgendi Beats (5min)):
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DEBUG Segment 69 (LMS Elgendi Beats (5min)):
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DEBUG Segment 70 (LMS Elgendi Beats (5min)):
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DEBUG Segment 71 (LMS Elgendi Beats (5min)):
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DEBUG Segment 72 (LMS Elgendi Beats (5min)):
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DEBUG Segment 73 (LMS Elgendi Beats (5min)):
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DEBUG Segment 74 (LMS Elgendi Beats (5min)):
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DEBUG Segment 75 (LMS Elgendi Beats (5min)):
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DEBUG Segment 76 (LMS Elgendi Beats (5min)):
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DEBUG Segment 77 (LMS Elgendi Beats (5min)):
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DEBUG Segment 78 (LMS Elgendi Beats (5min)):
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DEBUG Segment 79 (LMS Elgendi Beats (5min)):
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DEBUG Segment 80 (LMS Elgendi Beats (5min)):
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DEBUG Segment 81 (LMS Elgendi Beats (5min)):
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DEBUG Segment 82 (LMS Elgendi Beats (5min)):
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DEBUG Segment 83 (LMS Elgendi Beats (5min)):
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DEBUG Segment 84 (LMS Elgendi Beats (5min)):
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DEBUG Segment 85 (LMS Elgendi Beats (5min)):
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DEBUG Segment 86 (LMS Elgendi Beats (5min)):
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DEBUG Segment 87 (LMS Elgendi Beats (5min)):
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DEBUG Segment 88 (LMS Elgendi Beats (5min)):
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DEBUG Segment 89 (LMS Elgendi Beats (5min)):
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DEBUG Segment 90 (LMS Elgendi Beats (5min)):
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DEBUG Segment 91 (LMS Elgendi Beats (5min)):
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DEBUG Segment 92 (LMS Elgendi Beats (5min)):
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DEBUG Segment 93 (LMS Elgendi Beats (5min)):
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DEBUG Segment 94 (LMS Elgendi Beats (5min)):
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DEBUG Segment 95 (LMS Elgendi Beats (5min)):
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DEBUG Segment 97 (LMS Elgendi Beats (5min)):
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DEBUG Segment 98 (LMS Elgendi Beats (5min)):
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DEBUG Segment 99 (LMS Elgendi Beats (5min)):
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DEBUG Segment 100 (LMS Elgendi Beats (5min)):
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DEBUG Segment 101 (LMS Elgendi Beats (5min)):
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DEBUG Segment 102 (LMS Elgendi Beats (5min)):
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DEBUG Segment 103 (LMS Elgendi Beats (5min)):
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DEBUG Segment 104 (LMS Elgendi Beats (5min)):
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DEBUG Segment 105 (LMS Elgendi Beats (5min)):
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DEBUG Segment 106 (LMS Elgendi Beats (5min)):
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DEBUG Segment 107 (LMS Elgendi Beats (5min)):
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DEBUG Segment 108 (LMS Elgendi Beats (5min)):
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DEBUG Segment 109 (LMS Elgendi Beats (5min)):
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DEBUG Segment 110 (LMS Elgendi Beats (5min)):
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DEBUG Segment 111 (LMS Elgendi Beats (5min)):
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DEBUG Segment 112 (LMS Elgendi Beats (5min)):
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DEBUG Segment 113 (LMS Elgendi Beats (5min)):
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DEBUG Segment 115 (LMS Elgendi Beats (5min)):
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DEBUG Segment 116 (LMS Elgendi Beats (5min)):
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DEBUG Segment 117 (LMS Elgendi Beats (5min)):
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DEBUG Segment 118 (LMS Elgendi Beats (5min)):
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DEBUG Segment 119 (LMS Elgendi Beats (5min)):
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DEBUG Segment 120 (LMS Elgendi Beats (5min)):
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DEBUG Segment 121 (LMS Elgendi Beats (5min)):
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DEBUG Segment 122 (LMS Elgendi Beats (5min)):
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DEBUG Segment 123 (LMS Elgendi Beats (5min)):
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DEBUG Segment 124 (LMS Elgendi Beats (5min)):
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DEBUG Segment 125 (LMS Elgendi Beats (5min)):
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DEBUG Segment 126 (LMS Elgendi Beats (5min)):
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DEBUG Segment 127 (LMS Elgendi Beats (5min)):
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DEBUG Segment 128 (LMS Elgendi Beats (5min)):
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DEBUG Segment 129 (LMS Elgendi Beats (5min)):
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DEBUG Segment 130 (LMS Elgendi Beats (5min)):
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DEBUG Segment 131 (LMS Elgendi Beats (5min)):
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DEBUG Segment 132 (LMS Elgendi Beats (5min)):
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DEBUG Segment 133 (LMS Elgendi Beats (5min)):
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DEBUG Segment 134 (LMS Elgendi Beats (5min)):
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DEBUG Segment 135 (LMS Elgendi Beats (5min)):
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DEBUG Segment 136 (LMS Elgendi Beats (5min)):
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DEBUG Segment 137 (LMS Elgendi Beats (5min)):
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DEBUG Segment 138 (LMS Elgendi Beats (5min)):
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DEBUG Segment 139 (LMS Elgendi Beats (5min)):
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DEBUG Segment 140 (LMS Elgendi Beats (5min)):
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DEBUG Segment 141 (LMS Elgendi Beats (5min)):
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DEBUG Segment 142 (LMS Elgendi Beats (5min)):
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DEBUG Segment 143 (LMS Elgendi Beats (5min)):
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DEBUG Segment 144 (LMS Elgendi Beats (5min)):
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DEBUG Segment 145 (LMS Elgendi Beats (5min)):
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DEBUG Segment 146 (LMS Elgendi Beats (5min)):
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DEBUG Segment 147 (LMS Elgendi Beats (5min)):
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DEBUG Segment 148 (LMS Elgendi Beats (5min)):
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DEBUG Segment 149 (LMS Elgendi Beats (5min)):
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DEBUG Segment 150 (LMS Elgendi Beats (5min)):
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DEBUG Segment 151 (LMS Elgendi Beats (5min)):
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DEBUG Segment 152 (LMS Elgendi Beats (5min)):
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DEBUG Segment 153 (LMS Elgendi Beats (5min)):
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DEBUG Segment 154 (LMS Elgendi Beats (5min)):
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DEBUG Segment 155 (LMS Elgendi Beats (5min)):
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DEBUG Segment 156 (LMS Elgendi Beats (5min)):
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DEBUG Segment 157 (LMS Elgendi Beats (5min)):
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DEBUG Segment 158 (LMS Elgendi Beats (5min)):
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DEBUG Segment 159 (LMS Elgendi Beats (5min)):
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DEBUG Segment 160 (LMS Elgendi Beats (5min)):
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DEBUG Segment 161 (LMS Elgendi Beats (5min)):
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DEBUG Segment 162 (LMS Elgendi Beats (5min)):
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DEBUG Segment 163 (LMS Elgendi Beats (5min)):
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DEBUG Segment 164 (LMS Elgendi Beats (5min)):
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DEBUG Segment 165 (LMS Elgendi Beats (5min)):
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DEBUG Segment 166 (LMS Elgendi Beats (5min)):
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DEBUG Segment 167 (LMS Elgendi Beats (5min)):
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DEBUG Segment 168 (LMS Elgendi Beats (5min)):
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DEBUG Segment 169 (LMS Elgendi Beats (5min)):
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DEBUG Segment 170 (LMS Elgendi Beats (5min)):
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DEBUG Segment 171 (LMS Elgendi Beats (5min)):
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DEBUG Segment 172 (LMS Elgendi Beats (5min)):
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DEBUG Segment 173 (LMS Elgendi Beats (5min)):
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DEBUG Segment 174 (LMS Elgendi Beats (5min)):
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DEBUG Segment 175 (LMS Elgendi Beats (5min)):
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DEBUG Segment 176 (LMS Elgendi Beats (5min)):
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DEBUG Segment 177 (LMS Elgendi Beats (5min)):
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DEBUG Segment 178 (LMS Elgendi Beats (5min)):
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DEBUG Segment 179 (LMS Elgendi Beats (5min)):
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DEBUG Segment 180 (LMS Elgendi Beats (5min)):
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DEBUG Segment 181 (LMS Elgendi Beats (5min)):
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DEBUG Segment 182 (LMS Elgendi Beats (5min)):
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DEBUG Segment 183 (LMS Elgendi Beats (5min)):
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DEBUG Segment 184 (LMS Elgendi Beats (5min)):
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DEBUG Segment 185 (LMS Elgendi Beats (5min)):
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DEBUG Segment 186 (LMS Elgendi Beats (5min)):
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DEBUG Segment 187 (LMS Elgendi Beats (5min)):
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DEBUG Segment 188 (LMS Elgendi Beats (5min)):
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DEBUG Segment 189 (LMS Elgendi Beats (5min)):
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DEBUG Segment 190 (LMS Elgendi Beats (5min)):
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DEBUG Segment 191 (LMS Elgendi Beats (5min)):
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DEBUG Segment 192 (LMS Elgendi Beats (5min)):
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DEBUG Segment 193 (LMS Elgendi Beats (5min)):
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DEBUG Segment 194 (LMS Elgendi Beats (5min)):
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DEBUG Segment 195 (LMS Elgendi Beats (5min)):
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DEBUG Segment 196 (LMS Elgendi Beats (5min)):
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DEBUG Segment 197 (LMS Elgendi Beats (5min)):
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DEBUG Segment 198 (LMS Elgendi Beats (5min)):
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DEBUG Segment 199 (LMS Elgendi Beats (5min)):
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DEBUG Segment 200 (LMS Elgendi Beats (5min)):
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DEBUG Segment 201 (LMS Elgendi Beats (5min)):
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DEBUG Segment 202 (LMS Elgendi Beats (5min)):
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DEBUG Segment 203 (LMS Elgendi Beats (5min)):
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DEBUG Segment 204 (LMS Elgendi Beats (5min)):
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DEBUG Segment 205 (LMS Elgendi Beats (5min)):
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DEBUG Segment 206 (LMS Elgendi Beats (5min)):
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DEBUG Segment 207 (LMS Elgendi Beats (5min)):
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DEBUG Segment 208 (LMS Elgendi Beats (5min)):
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DEBUG Segment 209 (LMS Elgendi Beats (5min)):
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DEBUG Segment 210 (LMS Elgendi Beats (5min)):
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DEBUG Segment 211 (LMS Elgendi Beats (5min)):
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DEBUG Segment 212 (LMS Elgendi Beats (5min)):
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DEBUG Segment 213 (LMS Elgendi Beats (5min)):
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DEBUG Segment 214 (LMS Elgendi Beats (5min)):
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DEBUG Segment 215 (LMS Elgendi Beats (5min)):
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DEBUG Segment 216 (LMS Elgendi Beats (5min)):
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DEBUG Segment 217 (LMS Elgendi Beats (5min)):
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DEBUG Segment 218 (LMS Elgendi Beats (5min)):
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DEBUG Segment 219 (LMS Elgendi Beats (5min)):
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DEBUG Segment 220 (LMS Elgendi Beats (5min)):
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DEBUG Segment 221 (LMS Elgendi Beats (5min)):
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DEBUG Segment 222 (LMS Elgendi Beats (5min)):
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DEBUG Segment 223 (LMS Elgendi Beats (5min)):
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DEBUG Segment 224 (LMS Elgendi Beats (5min)):
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DEBUG Segment 225 (LMS Elgendi Beats (5min)):
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DEBUG Segment 226 (LMS Elgendi Beats (5min)):
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DEBUG Segment 227 (LMS Elgendi Beats (5min)):
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DEBUG Segment 228 (LMS Elgendi Beats (5min)):
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DEBUG Segment 229 (LMS Elgendi Beats (5min)):
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DEBUG Segment 230 (LMS Elgendi Beats (5min)):
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DEBUG Segment 231 (LMS Elgendi Beats (5min)):
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DEBUG Segment 232 (LMS Elgendi Beats (5min)):
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DEBUG Segment 233 (LMS Elgendi Beats (5min)):
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DEBUG Segment 234 (LMS Elgendi Beats (5min)):
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DEBUG Segment 235 (LMS Elgendi Beats (5min)):
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DEBUG Segment 236 (LMS Elgendi Beats (5min)):
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DEBUG Segment 237 (LMS Elgendi Beats (5min)):
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DEBUG Segment 238 (LMS Elgendi Beats (5min)):
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DEBUG Segment 239 (LMS Elgendi Beats (5min)):
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DEBUG Segment 240 (LMS Elgendi Beats (5min)):
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DEBUG Segment 241 (LMS Elgendi Beats (5min)):
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DEBUG Segment 242 (LMS Elgendi Beats (5min)):
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DEBUG Segment 243 (LMS Elgendi Beats (5min)):
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DEBUG Segment 244 (LMS Elgendi Beats (5min)):
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DEBUG Segment 245 (LMS Elgendi Beats (5min)):
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DEBUG Segment 246 (LMS Elgendi Beats (5min)):
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DEBUG Segment 247 (LMS Elgendi Beats (5min)):
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DEBUG Segment 248 (LMS Elgendi Beats (5min)):
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DEBUG Segment 249 (LMS Elgendi Beats (5min)):
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DEBUG Segment 250 (LMS Elgendi Beats (5min)):
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DEBUG Segment 251 (LMS Elgendi Beats (5min)):
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DEBUG Segment 252 (LMS Elgendi Beats (5min)):
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DEBUG Segment 253 (LMS Elgendi Beats (5min)):
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DEBUG Segment 254 (LMS Elgendi Beats (5min)):
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DEBUG Segment 255 (LMS Elgendi Beats (5min)):
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DEBUG Segment 256 (LMS Elgendi Beats (5min)):
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DEBUG Segment 257 (LMS Elgendi Beats (5min)):
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DEBUG Segment 258 (LMS Elgendi Beats (5min)):
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DEBUG Segment 259 (LMS Elgendi Beats (5min)):
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DEBUG Segment 260 (LMS Elgendi Beats (5min)):
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DEBUG Segment 261 (LMS Elgendi Beats (5min)):
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DEBUG Segment 262 (LMS Elgendi Beats (5min)):
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DEBUG Segment 263 (LMS Elgendi Beats (5min)):
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DEBUG Segment 264 (LMS Elgendi Beats (5min)):
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DEBUG Segment 265 (LMS Elgendi Beats (5min)):
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DEBUG Segment 266 (LMS Elgendi Beats (5min)):
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DEBUG Segment 267 (LMS Elgendi Beats (5min)):
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DEBUG Segment 268 (LMS Elgendi Beats (5min)):
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DEBUG Segment 269 (LMS Elgendi Beats (5min)):
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DEBUG Segment 270 (LMS Elgendi Beats (5min)):
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DEBUG Segment 271 (LMS Elgendi Beats (5min)):
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DEBUG Segment 272 (LMS Elgendi Beats (5min)):
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DEBUG Segment 273 (LMS Elgendi Beats (5min)):
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DEBUG Segment 274 (LMS Elgendi Beats (5min)):
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DEBUG Segment 275 (LMS Elgendi Beats (5min)):
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DEBUG Segment 276 (LMS Elgendi Beats (5min)):
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DEBUG Segment 277 (LMS Elgendi Beats (5min)):
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DEBUG Segment 278 (LMS Elgendi Beats (5min)):
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DEBUG Segment 279 (LMS Elgendi Beats (5min)):
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DEBUG Segment 280 (LMS Elgendi Beats (5min)):
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DEBUG Segment 281 (LMS Elgendi Beats (5min)):
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DEBUG Segment 282 (LMS Elgendi Beats (5min)):
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DEBUG Segment 283 (LMS Elgendi Beats (5min)):
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DEBUG Segment 284 (LMS Elgendi Beats (5min)):
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DEBUG Segment 285 (LMS Elgendi Beats (5min)):
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DEBUG Segment 286 (LMS Elgendi Beats (5min)):
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DEBUG Segment 287 (LMS Elgendi Beats (5min)):
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DEBUG Segment 288 (LMS Elgendi Beats (5min)):
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DEBUG Segment 290 (LMS Elgendi Beats (5min)):
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DEBUG Segment 291 (LMS Elgendi Beats (5min)):
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DEBUG Segment 292 (LMS Elgendi Beats (5min)):
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DEBUG Segment 293 (LMS Elgendi Beats (5min)):
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DEBUG Segment 294 (LMS Elgendi Beats (5min)):
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DEBUG Segment 295 (LMS Elgendi Beats (5min)):
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DEBUG Segment 296 (LMS Elgendi Beats (5min)):
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DEBUG Segment 297 (LMS Elgendi Beats (5min)):
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DEBUG Segment 298 (LMS Elgendi Beats (5min)):
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DEBUG Segment 300 (LMS Elgendi Beats (5min)):
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DEBUG Segment 301 (LMS Elgendi Beats (5min)):
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DEBUG Segment 302 (LMS Elgendi Beats (5min)):
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DEBUG Segment 303 (LMS Elgendi Beats (5min)):
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DEBUG Segment 304 (LMS Elgendi Beats (5min)):
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DEBUG Segment 305 (LMS Elgendi Beats (5min)):
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DEBUG Segment 306 (LMS Elgendi Beats (5min)):
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DEBUG Segment 307 (LMS Elgendi Beats (5min)):
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DEBUG Segment 308 (LMS Elgendi Beats (5min)):
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DEBUG Segment 309 (LMS Elgendi Beats (5min)):
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DEBUG Segment 310 (LMS Elgendi Beats (5min)):
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DEBUG Segment 311 (LMS Elgendi Beats (5min)):
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DEBUG Segment 312 (LMS Elgendi Beats (5min)):
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DEBUG Segment 313 (LMS Elgendi Beats (5min)):
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DEBUG Segment 314 (LMS Elgendi Beats (5min)):
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DEBUG Segment 315 (LMS Elgendi Beats (5min)):
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DEBUG Segment 316 (LMS Elgendi Beats (5min)):
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DEBUG Segment 317 (LMS Elgendi Beats (5min)):
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DEBUG Segment 318 (LMS Elgendi Beats (5min)):
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DEBUG Segment 319 (LMS Elgendi Beats (5min)):
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DEBUG Segment 320 (LMS Elgendi Beats (5min)):
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DEBUG Segment 321 (LMS Elgendi Beats (5min)):
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DEBUG Segment 322 (LMS Elgendi Beats (5min)):
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DEBUG Segment 323 (LMS Elgendi Beats (5min)):
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DEBUG Segment 324 (LMS Elgendi Beats (5min)):
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DEBUG Segment 325 (LMS Elgendi Beats (5min)):
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DEBUG Segment 326 (LMS Elgendi Beats (5min)):
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DEBUG Segment 327 (LMS Elgendi Beats (5min)):
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DEBUG Segment 328 (LMS Elgendi Beats (5min)):
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DEBUG Segment 329 (LMS Elgendi Beats (5min)):
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DEBUG Segment 330 (LMS Elgendi Beats (5min)):
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DEBUG Segment 331 (LMS Elgendi Beats (5min)):
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DEBUG Segment 332 (LMS Elgendi Beats (5min)):
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DEBUG Segment 333 (LMS Elgendi Beats (5min)):
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DEBUG Segment 334 (LMS Elgendi Beats (5min)):
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DEBUG Segment 335 (LMS Elgendi Beats (5min)):
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DEBUG Segment 336 (LMS Elgendi Beats (5min)):
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DEBUG Segment 337 (LMS Elgendi Beats (5min)):
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DEBUG Segment 338 (LMS Elgendi Beats (5min)):
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DEBUG Segment 339 (LMS Elgendi Beats (5min)):
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DEBUG Segment 340 (LMS Elgendi Beats (5min)):
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DEBUG Segment 341 (LMS Elgendi Beats (5min)):
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DEBUG Segment 342 (LMS Elgendi Beats (5min)):
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DEBUG Segment 343 (LMS Elgendi Beats (5min)):
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DEBUG Segment 344 (LMS Elgendi Beats (5min)):
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DEBUG Segment 345 (LMS Elgendi Beats (5min)):
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DEBUG Segment 346 (LMS Elgendi Beats (5min)):
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DEBUG Segment 347 (LMS Elgendi Beats (5min)):
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DEBUG Segment 348 (LMS Elgendi Beats (5min)):
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DEBUG Segment 349 (LMS Elgendi Beats (5min)):
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DEBUG Segment 350 (LMS Elgendi Beats (5min)):
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DEBUG Segment 351 (LMS Elgendi Beats (5min)):
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DEBUG Segment 352 (LMS Elgendi Beats (5min)):
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DEBUG Segment 353 (LMS Elgendi Beats (5min)):
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DEBUG Segment 354 (LMS Elgendi Beats (5min)):
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DEBUG Segment 355 (LMS Elgendi Beats (5min)):
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DEBUG Segment 356 (LMS Elgendi Beats (5min)):
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DEBUG Segment 357 (LMS Elgendi Beats (5min)):
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DEBUG Segment 358 (LMS Elgendi Beats (5min)):
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DEBUG Segment 359 (LMS Elgendi Beats (5min)):
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DEBUG Segment 360 (LMS Elgendi Beats (5min)):
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DEBUG Segment 361 (LMS Elgendi Beats (5min)):
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DEBUG Segment 362 (LMS Elgendi Beats (5min)):
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DEBUG Segment 363 (LMS Elgendi Beats (5min)):
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DEBUG Segment 364 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-41 -40 -40 -41 -41]
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L2 calculation: 0.0

DEBUG Segment 365 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-37 -40 -40 -38 -38]
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L2 calculation: 0.0
---- LMS Elgendi Beats (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added LMS results for Elgendi Beats: CR Rice=1.637, CR Huff=1.783, mean L2=25.21969
Best params for NLMS Elgendi Beats (10s): {'order': 4, 'mu': 0.01} (avg l2-norm=0.00000)

DEBUG Segment 0 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 1 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 2 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 3 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 4 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 5 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 6 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 7 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 8 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 9 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 10 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 11 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 12 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 13 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 14 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 15 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 16 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 17 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 18 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 19 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 20 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 21 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 22 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 23 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 24 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 25 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 26 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 27 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 28 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 29 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 30 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 31 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 32 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 33 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 34 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 35 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 36 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 37 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 38 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 39 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 40 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 41 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 42 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 43 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 44 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 45 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 46 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 47 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 48 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 49 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 50 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 51 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 52 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 53 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 54 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 55 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 56 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 57 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 58 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 59 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 60 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 61 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 62 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 63 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 64 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 65 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 66 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 67 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 68 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 71 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 72 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 74 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 75 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 77 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 78 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 79 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 80 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 81 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 82 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 83 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 84 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 85 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 86 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 87 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 88 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 89 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 90 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 91 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 92 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 93 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 94 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 95 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 98 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 99 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 100 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 101 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 102 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 103 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 104 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 105 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 106 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 107 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 108 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 109 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 110 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 111 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 112 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 113 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 114 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 115 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 116 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 117 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 118 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 119 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 120 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 121 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 122 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 123 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 124 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 125 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 126 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 127 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 128 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 129 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 130 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 131 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 132 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 133 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 134 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 135 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 136 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 137 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 138 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 139 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 140 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 141 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 142 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 143 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 144 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 145 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 146 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 147 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 148 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 149 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 150 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 151 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 152 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 153 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 154 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 155 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 156 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 157 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 158 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 159 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 160 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 161 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 162 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 163 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 164 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 176 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 178 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 179 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 180 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 182 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 183 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 184 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 186 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 188 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 190 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 191 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 192 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 193 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 194 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 195 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 196 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 197 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 198 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 199 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 200 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 201 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 202 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 203 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 204 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 205 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 206 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 207 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 208 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 209 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 210 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 211 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 212 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 213 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 214 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 215 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 216 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 217 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 218 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 219 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 220 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 221 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 222 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 223 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 224 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 225 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 226 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 227 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 228 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 229 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 230 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 231 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 232 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 234 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 237 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 238 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 241 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 242 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 244 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 245 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 246 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 247 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 248 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 260 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 264 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 267 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 268 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 269 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 270 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 271 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 272 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 273 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 274 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 275 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 276 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 277 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 278 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 279 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 280 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 281 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 282 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 283 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 284 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 285 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 286 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 287 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 288 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 289 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 290 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 291 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 292 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 293 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 294 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 295 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 296 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 297 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 298 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 300 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 301 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 302 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 303 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 304 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 305 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 306 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 307 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 308 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 309 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 310 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 312 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 313 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 318 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 319 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 320 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 321 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 322 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 325 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 326 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 327 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 328 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 329 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 330 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 331 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 332 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 333 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 334 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 335 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 336 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 337 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 338 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 339 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 340 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 341 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 342 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 343 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 344 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 345 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 346 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 347 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 348 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 349 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 350 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 351 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 352 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 353 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 354 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 355 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 356 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 357 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 358 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 359 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 360 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 361 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 362 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 363 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 364 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 365 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-37 -40 -40 -38 -38]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- NLMS Elgendi Beats (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added NLMS results for Elgendi Beats: CR Rice=1.605, CR Huff=1.765, mean L2=26.84705
Best params for GASS Elgendi Beats (10s): {'order': 4, 'mu': 1e-07, 'rho': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (GASS Elgendi Beats (5min)):
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DEBUG Segment 1 (GASS Elgendi Beats (5min)):
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DEBUG Segment 2 (GASS Elgendi Beats (5min)):
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DEBUG Segment 3 (GASS Elgendi Beats (5min)):
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DEBUG Segment 4 (GASS Elgendi Beats (5min)):
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DEBUG Segment 5 (GASS Elgendi Beats (5min)):
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DEBUG Segment 6 (GASS Elgendi Beats (5min)):
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DEBUG Segment 7 (GASS Elgendi Beats (5min)):
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DEBUG Segment 8 (GASS Elgendi Beats (5min)):
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DEBUG Segment 9 (GASS Elgendi Beats (5min)):
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DEBUG Segment 10 (GASS Elgendi Beats (5min)):
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DEBUG Segment 11 (GASS Elgendi Beats (5min)):
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DEBUG Segment 12 (GASS Elgendi Beats (5min)):
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DEBUG Segment 13 (GASS Elgendi Beats (5min)):
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DEBUG Segment 14 (GASS Elgendi Beats (5min)):
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DEBUG Segment 15 (GASS Elgendi Beats (5min)):
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DEBUG Segment 16 (GASS Elgendi Beats (5min)):
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DEBUG Segment 17 (GASS Elgendi Beats (5min)):
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DEBUG Segment 18 (GASS Elgendi Beats (5min)):
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DEBUG Segment 19 (GASS Elgendi Beats (5min)):
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DEBUG Segment 20 (GASS Elgendi Beats (5min)):
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DEBUG Segment 21 (GASS Elgendi Beats (5min)):
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DEBUG Segment 22 (GASS Elgendi Beats (5min)):
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DEBUG Segment 23 (GASS Elgendi Beats (5min)):
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DEBUG Segment 24 (GASS Elgendi Beats (5min)):
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DEBUG Segment 25 (GASS Elgendi Beats (5min)):
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DEBUG Segment 26 (GASS Elgendi Beats (5min)):
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DEBUG Segment 27 (GASS Elgendi Beats (5min)):
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DEBUG Segment 28 (GASS Elgendi Beats (5min)):
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DEBUG Segment 29 (GASS Elgendi Beats (5min)):
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DEBUG Segment 30 (GASS Elgendi Beats (5min)):
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DEBUG Segment 31 (GASS Elgendi Beats (5min)):
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DEBUG Segment 32 (GASS Elgendi Beats (5min)):
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DEBUG Segment 33 (GASS Elgendi Beats (5min)):
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DEBUG Segment 34 (GASS Elgendi Beats (5min)):
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DEBUG Segment 35 (GASS Elgendi Beats (5min)):
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DEBUG Segment 36 (GASS Elgendi Beats (5min)):
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DEBUG Segment 37 (GASS Elgendi Beats (5min)):
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DEBUG Segment 38 (GASS Elgendi Beats (5min)):
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DEBUG Segment 39 (GASS Elgendi Beats (5min)):
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DEBUG Segment 40 (GASS Elgendi Beats (5min)):
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DEBUG Segment 41 (GASS Elgendi Beats (5min)):
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DEBUG Segment 42 (GASS Elgendi Beats (5min)):
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DEBUG Segment 43 (GASS Elgendi Beats (5min)):
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DEBUG Segment 44 (GASS Elgendi Beats (5min)):
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DEBUG Segment 45 (GASS Elgendi Beats (5min)):
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DEBUG Segment 46 (GASS Elgendi Beats (5min)):
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DEBUG Segment 47 (GASS Elgendi Beats (5min)):
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DEBUG Segment 48 (GASS Elgendi Beats (5min)):
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DEBUG Segment 49 (GASS Elgendi Beats (5min)):
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DEBUG Segment 302 (GASS Elgendi Beats (5min)):
Original[4:9]: [-40 -41 -43 -45 -43]
Recon[4:9]:    [-40 -41 -43 -45 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 303 (GASS Elgendi Beats (5min)):
Original[4:9]: [-47 -49 -52 -51 -51]
Recon[4:9]:    [-47 -49 -52 -51 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 304 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-51 -49 -50 -48 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 305 (GASS Elgendi Beats (5min)):
Original[4:9]: [-31 -34 -36 -39 -37]
Recon[4:9]:    [-31 -34 -36 -39 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 306 (GASS Elgendi Beats (5min)):
Original[4:9]: [-41 -42 -44 -46 -47]
Recon[4:9]:    [-41 -42 -44 -46 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 307 (GASS Elgendi Beats (5min)):
Original[4:9]: [-39 -40 -40 -43 -48]
Recon[4:9]:    [-39 -40 -40 -43 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 308 (GASS Elgendi Beats (5min)):
Original[4:9]: [-22 -23 -25 -26 -26]
Recon[4:9]:    [-22 -23 -25 -26 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 309 (GASS Elgendi Beats (5min)):
Original[4:9]: [-39 -36 -38 -40 -44]
Recon[4:9]:    [-39 -36 -38 -40 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 310 (GASS Elgendi Beats (5min)):
Original[4:9]: [-45 -44 -44 -45 -44]
Recon[4:9]:    [-45 -44 -44 -45 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 311 (GASS Elgendi Beats (5min)):
Original[4:9]: [-39 -36 -33 -34 -36]
Recon[4:9]:    [-39 -36 -33 -34 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 312 (GASS Elgendi Beats (5min)):
Original[4:9]: [-38 -38 -38 -35 -36]
Recon[4:9]:    [-38 -38 -38 -35 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 313 (GASS Elgendi Beats (5min)):
Original[4:9]: [-42 -39 -39 -40 -39]
Recon[4:9]:    [-42 -39 -39 -40 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 314 (GASS Elgendi Beats (5min)):
Original[4:9]: [-21 -23 -23 -22 -21]
Recon[4:9]:    [-21 -23 -23 -22 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 315 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-20 -18 -19 -23 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 316 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-24 -26 -28 -26 -26]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 317 (GASS Elgendi Beats (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 318 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-27 -30 -33 -36 -37]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 319 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-34 -36 -40 -40 -41]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 320 (GASS Elgendi Beats (5min)):
Original[4:9]: [-33 -32 -29 -31 -33]
Recon[4:9]:    [-33 -32 -29 -31 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 321 (GASS Elgendi Beats (5min)):
Original[4:9]: [-55 -52 -52 -53 -54]
Recon[4:9]:    [-55 -52 -52 -53 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 322 (GASS Elgendi Beats (5min)):
Original[4:9]: [-45 -44 -47 -47 -49]
Recon[4:9]:    [-45 -44 -47 -47 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 323 (GASS Elgendi Beats (5min)):
Original[4:9]: [-52 -55 -59 -57 -54]
Recon[4:9]:    [-52 -55 -59 -57 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 324 (GASS Elgendi Beats (5min)):
Original[4:9]: [-56 -60 -60 -63 -63]
Recon[4:9]:    [-56 -60 -60 -63 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 325 (GASS Elgendi Beats (5min)):
Original[4:9]: [-35 -36 -39 -41 -40]
Recon[4:9]:    [-35 -36 -39 -41 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 326 (GASS Elgendi Beats (5min)):
Original[4:9]: [-44 -43 -42 -41 -43]
Recon[4:9]:    [-44 -43 -42 -41 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 327 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-53 -50 -53 -55 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 328 (GASS Elgendi Beats (5min)):
Original[4:9]: [-38 -41 -43 -43 -42]
Recon[4:9]:    [-38 -41 -43 -43 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 329 (GASS Elgendi Beats (5min)):
Original[4:9]: [-43 -42 -39 -44 -45]
Recon[4:9]:    [-43 -42 -39 -44 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 330 (GASS Elgendi Beats (5min)):
Original[4:9]: [-36 -39 -40 -43 -44]
Recon[4:9]:    [-36 -39 -40 -43 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 331 (GASS Elgendi Beats (5min)):
Original[4:9]: [-33 -37 -43 -41 -39]
Recon[4:9]:    [-33 -37 -43 -41 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 332 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-39 -40 -41 -41 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 333 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-43 -46 -45 -46 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 334 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-35 -32 -34 -34 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 335 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-44 -43 -41 -40 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 336 (GASS Elgendi Beats (5min)):
Original[4:9]: [-38 -41 -40 -39 -40]
Recon[4:9]:    [-38 -41 -40 -39 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 337 (GASS Elgendi Beats (5min)):
Original[4:9]: [-20 -22 -23 -24 -20]
Recon[4:9]:    [-20 -22 -23 -24 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 338 (GASS Elgendi Beats (5min)):
Original[4:9]: [-45 -49 -50 -51 -52]
Recon[4:9]:    [-45 -49 -50 -51 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 339 (GASS Elgendi Beats (5min)):
Original[4:9]: [-55 -54 -56 -61 -60]
Recon[4:9]:    [-55 -54 -56 -61 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 340 (GASS Elgendi Beats (5min)):
Original[4:9]: [-42 -44 -45 -49 -50]
Recon[4:9]:    [-42 -44 -45 -49 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 341 (GASS Elgendi Beats (5min)):
Original[4:9]: [-50 -51 -53 -55 -58]
Recon[4:9]:    [-50 -51 -53 -55 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 342 (GASS Elgendi Beats (5min)):
Original[4:9]: [-52 -54 -54 -54 -55]
Recon[4:9]:    [-52 -54 -54 -54 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 343 (GASS Elgendi Beats (5min)):
Original[4:9]: [-36 -37 -37 -38 -40]
Recon[4:9]:    [-36 -37 -37 -38 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 344 (GASS Elgendi Beats (5min)):
Original[4:9]: [-40 -42 -43 -41 -43]
Recon[4:9]:    [-40 -42 -43 -41 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 345 (GASS Elgendi Beats (5min)):
Original[4:9]: [-42 -44 -47 -49 -51]
Recon[4:9]:    [-42 -44 -47 -49 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 346 (GASS Elgendi Beats (5min)):
Original[4:9]: [-28 -30 -32 -32 -36]
Recon[4:9]:    [-28 -30 -32 -32 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 347 (GASS Elgendi Beats (5min)):
Original[4:9]: [-42 -41 -41 -44 -45]
Recon[4:9]:    [-42 -41 -41 -44 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 348 (GASS Elgendi Beats (5min)):
Original[4:9]: [-51 -50 -52 -49 -51]
Recon[4:9]:    [-51 -50 -52 -49 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 349 (GASS Elgendi Beats (5min)):
Original[4:9]: [-32 -32 -34 -32 -35]
Recon[4:9]:    [-32 -32 -34 -32 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 350 (GASS Elgendi Beats (5min)):
Original[4:9]: [-37 -36 -36 -37 -37]
Recon[4:9]:    [-37 -36 -36 -37 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 351 (GASS Elgendi Beats (5min)):
Original[4:9]: [-39 -39 -39 -40 -41]
Recon[4:9]:    [-39 -39 -39 -40 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 352 (GASS Elgendi Beats (5min)):
Original[4:9]: [-24 -26 -29 -33 -35]
Recon[4:9]:    [-24 -26 -29 -33 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 353 (GASS Elgendi Beats (5min)):
Original[4:9]: [-34 -38 -40 -41 -42]
Recon[4:9]:    [-34 -38 -40 -41 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 354 (GASS Elgendi Beats (5min)):
Original[4:9]: [-34 -36 -37 -36 -38]
Recon[4:9]:    [-34 -36 -37 -36 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 355 (GASS Elgendi Beats (5min)):
Original[4:9]: [-20 -18 -18 -18 -21]
Recon[4:9]:    [-20 -18 -18 -18 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 356 (GASS Elgendi Beats (5min)):
Original[4:9]: [-38 -40 -39 -39 -37]
Recon[4:9]:    [-38 -40 -39 -39 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 357 (GASS Elgendi Beats (5min)):
Original[4:9]: [-41 -41 -41 -42 -45]
Recon[4:9]:    [-41 -41 -41 -42 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 358 (GASS Elgendi Beats (5min)):
Original[4:9]: [-40 -46 -45 -47 -45]
Recon[4:9]:    [-40 -46 -45 -47 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 359 (GASS Elgendi Beats (5min)):
Original[4:9]: [-63 -62 -60 -59 -63]
Recon[4:9]:    [-63 -62 -60 -59 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 360 (GASS Elgendi Beats (5min)):
Original[4:9]: [-70 -72 -72 -69 -68]
Recon[4:9]:    [-70 -72 -72 -69 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 361 (GASS Elgendi Beats (5min)):
Original[4:9]: [-55 -55 -54 -57 -57]
Recon[4:9]:    [-55 -55 -54 -57 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 362 (GASS Elgendi Beats (5min)):
Original[4:9]: [-64 -62 -65 -63 -67]
Recon[4:9]:    [-64 -62 -65 -63 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 363 (GASS Elgendi Beats (5min)):
Original[4:9]: [-60 -61 -57 -57 -56]
Recon[4:9]:    [-60 -61 -57 -57 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 364 (GASS Elgendi Beats (5min)):
Original[4:9]: [-41 -40 -40 -41 -41]
Recon[4:9]:    [-41 -40 -40 -41 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 365 (GASS Elgendi Beats (5min)):
Original[4:9]: [-37 -40 -40 -38 -38]
Recon[4:9]:    [-37 -40 -40 -38 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- GASS Elgendi Beats (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added GASS results for Elgendi Beats: CR Rice=2.125, CR Huff=2.293, mean L2=14.12981
Best params for LMS Hamilton Beats (10s): {'order': 4, 'mu': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (LMS Hamilton Beats (5min)):
Original[4:9]: [-40 -40 -40 -40 -38]
Recon[4:9]:    [-40 -40 -40 -40 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (LMS Hamilton Beats (5min)):
Original[4:9]: [-45 -46 -48 -49 -46]
Recon[4:9]:    [-45 -46 -48 -49 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (LMS Hamilton Beats (5min)):
Original[4:9]: [-45 -44 -45 -46 -46]
Recon[4:9]:    [-45 -44 -45 -46 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (LMS Hamilton Beats (5min)):
Original[4:9]: [-45 -45 -44 -45 -49]
Recon[4:9]:    [-45 -45 -44 -45 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (LMS Hamilton Beats (5min)):
Original[4:9]: [-43 -43 -42 -42 -44]
Recon[4:9]:    [-43 -43 -42 -42 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (LMS Hamilton Beats (5min)):
Original[4:9]: [-50 -48 -49 -50 -52]
Recon[4:9]:    [-50 -48 -49 -50 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (LMS Hamilton Beats (5min)):
Original[4:9]: [-44 -49 -54 -51 -51]
Recon[4:9]:    [-44 -49 -54 -51 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (LMS Hamilton Beats (5min)):
Original[4:9]: [-37 -37 -40 -41 -40]
Recon[4:9]:    [-37 -37 -40 -41 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (LMS Hamilton Beats (5min)):
Original[4:9]: [-37 -39 -40 -38 -37]
Recon[4:9]:    [-37 -39 -40 -38 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (LMS Hamilton Beats (5min)):
Original[4:9]: [-40 -39 -37 -36 -40]
Recon[4:9]:    [-40 -39 -37 -36 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (LMS Hamilton Beats (5min)):
Original[4:9]: [-43 -44 -46 -47 -44]
Recon[4:9]:    [-43 -44 -46 -47 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (LMS Hamilton Beats (5min)):
Original[4:9]: [-44 -44 -40 -42 -43]
Recon[4:9]:    [-44 -44 -40 -42 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (LMS Hamilton Beats (5min)):
Original[4:9]: [-65 -67 -68 -67 -65]
Recon[4:9]:    [-65 -67 -68 -67 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -61 -63 -60 -60]
Recon[4:9]:    [-59 -61 -63 -60 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (LMS Hamilton Beats (5min)):
Original[4:9]: [-42 -43 -45 -43 -42]
Recon[4:9]:    [-42 -43 -45 -43 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -57 -53 -54 -57]
Recon[4:9]:    [-56 -57 -53 -54 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (LMS Hamilton Beats (5min)):
Original[4:9]: [-63 -66 -62 -63 -62]
Recon[4:9]:    [-63 -66 -62 -63 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (LMS Hamilton Beats (5min)):
Original[4:9]: [-61 -62 -60 -57 -56]
Recon[4:9]:    [-61 -62 -60 -57 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -60 -59 -57 -57]
Recon[4:9]:    [-56 -60 -59 -57 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (LMS Hamilton Beats (5min)):
Original[4:9]: [-65 -64 -64 -65 -63]
Recon[4:9]:    [-65 -64 -64 -65 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -59 -62 -59 -58]
Recon[4:9]:    [-57 -59 -62 -59 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (LMS Hamilton Beats (5min)):
Original[4:9]: [-30 -32 -33 -32 -32]
Recon[4:9]:    [-30 -32 -33 -32 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (LMS Hamilton Beats (5min)):
Original[4:9]: [-47 -46 -46 -45 -46]
Recon[4:9]:    [-47 -46 -46 -45 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (LMS Hamilton Beats (5min)):
Original[4:9]: [-52 -55 -57 -56 -52]
Recon[4:9]:    [-52 -55 -57 -56 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (LMS Hamilton Beats (5min)):
Original[4:9]: [-34 -35 -29 -27 -26]
Recon[4:9]:    [-34 -35 -29 -27 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (LMS Hamilton Beats (5min)):
Original[4:9]: [-38 -42 -42 -41 -41]
Recon[4:9]:    [-38 -42 -42 -41 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (LMS Hamilton Beats (5min)):
Original[4:9]: [-47 -46 -45 -44 -43]
Recon[4:9]:    [-47 -46 -45 -44 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (LMS Hamilton Beats (5min)):
Original[4:9]: [-38 -38 -39 -36 -35]
Recon[4:9]:    [-38 -38 -39 -36 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (LMS Hamilton Beats (5min)):
Original[4:9]: [-36 -33 -31 -35 -36]
Recon[4:9]:    [-36 -33 -31 -35 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -58 -61 -62 -64]
Recon[4:9]:    [-57 -58 -61 -62 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (LMS Hamilton Beats (5min)):
Original[4:9]: [-66 -66 -67 -65 -67]
Recon[4:9]:    [-66 -66 -67 -65 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (LMS Hamilton Beats (5min)):
Original[4:9]: [-46 -46 -49 -51 -52]
Recon[4:9]:    [-46 -46 -49 -51 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (LMS Hamilton Beats (5min)):
Original[4:9]: [-63 -65 -69 -70 -67]
Recon[4:9]:    [-63 -65 -69 -70 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (LMS Hamilton Beats (5min)):
Original[4:9]: [-68 -70 -70 -69 -70]
Recon[4:9]:    [-68 -70 -70 -69 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (LMS Hamilton Beats (5min)):
Original[4:9]: [-54 -52 -51 -51 -53]
Recon[4:9]:    [-54 -52 -51 -51 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (LMS Hamilton Beats (5min)):
Original[4:9]: [-62 -64 -63 -66 -65]
Recon[4:9]:    [-62 -64 -63 -66 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -59 -62 -65 -62]
Recon[4:9]:    [-59 -59 -62 -65 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (LMS Hamilton Beats (5min)):
Original[4:9]: [-69 -69 -71 -74 -71]
Recon[4:9]:    [-69 -69 -71 -74 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (LMS Hamilton Beats (5min)):
Original[4:9]: [-78 -76 -74 -76 -75]
Recon[4:9]:    [-78 -76 -74 -76 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (LMS Hamilton Beats (5min)):
Original[4:9]: [-72 -70 -70 -71 -73]
Recon[4:9]:    [-72 -70 -70 -71 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -63 -63 -65 -61]
Recon[4:9]:    [-59 -63 -63 -65 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (LMS Hamilton Beats (5min)):
Original[4:9]: [-42 -41 -41 -43 -45]
Recon[4:9]:    [-42 -41 -41 -43 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (LMS Hamilton Beats (5min)):
Original[4:9]: [-62 -62 -65 -69 -65]
Recon[4:9]:    [-62 -62 -65 -69 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -61 -62 -62 -64]
Recon[4:9]:    [-59 -61 -62 -62 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (LMS Hamilton Beats (5min)):
Original[4:9]: [-42 -41 -43 -44 -43]
Recon[4:9]:    [-42 -41 -43 -44 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -56 -55 -56 -55]
Recon[4:9]:    [-57 -56 -55 -56 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (LMS Hamilton Beats (5min)):
Original[4:9]: [-55 -56 -57 -54 -55]
Recon[4:9]:    [-55 -56 -57 -54 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (LMS Hamilton Beats (5min)):
Original[4:9]: [-40 -40 -37 -36 -36]
Recon[4:9]:    [-40 -40 -37 -36 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (LMS Hamilton Beats (5min)):
Original[4:9]: [-49 -51 -49 -51 -49]
Recon[4:9]:    [-49 -51 -49 -51 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (LMS Hamilton Beats (5min)):
Original[4:9]: [-50 -50 -54 -53 -53]
Recon[4:9]:    [-50 -50 -54 -53 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (LMS Hamilton Beats (5min)):
Original[4:9]: [-19 -18 -18 -19 -20]
Recon[4:9]:    [-19 -18 -18 -19 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (LMS Hamilton Beats (5min)):
Original[4:9]: [-37 -37 -41 -41 -42]
Recon[4:9]:    [-37 -37 -41 -41 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (LMS Hamilton Beats (5min)):
Original[4:9]: [-51 -51 -53 -53 -53]
Recon[4:9]:    [-51 -51 -53 -53 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 53 (LMS Hamilton Beats (5min)):
Original[4:9]: [-35 -39 -41 -43 -43]
Recon[4:9]:    [-35 -39 -41 -43 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 54 (LMS Hamilton Beats (5min)):
Original[4:9]: [-64 -67 -66 -65 -66]
Recon[4:9]:    [-64 -67 -66 -65 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 55 (LMS Hamilton Beats (5min)):
Original[4:9]: [-50 -49 -52 -55 -53]
Recon[4:9]:    [-50 -49 -52 -55 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 56 (LMS Hamilton Beats (5min)):
Original[4:9]: [-32 -32 -33 -32 -31]
Recon[4:9]:    [-32 -32 -33 -32 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 57 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -56 -60 -60 -62]
Recon[4:9]:    [-56 -56 -60 -60 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 58 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -59 -62 -61 -63]
Recon[4:9]:    [-57 -59 -62 -61 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 59 (LMS Hamilton Beats (5min)):
Original[4:9]: [-38 -39 -36 -35 -38]
Recon[4:9]:    [-38 -39 -36 -35 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 60 (LMS Hamilton Beats (5min)):
Original[4:9]: [-66 -64 -64 -64 -67]
Recon[4:9]:    [-66 -64 -64 -64 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 61 (LMS Hamilton Beats (5min)):
Original[4:9]: [-61 -62 -62 -64 -62]
Recon[4:9]:    [-61 -62 -62 -64 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 62 (LMS Hamilton Beats (5min)):
Original[4:9]: [-49 -45 -43 -44 -47]
Recon[4:9]:    [-49 -45 -43 -44 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 63 (LMS Hamilton Beats (5min)):
Original[4:9]: [-78 -78 -79 -81 -80]
Recon[4:9]:    [-78 -78 -79 -81 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 64 (LMS Hamilton Beats (5min)):
Original[4:9]: [-77 -78 -81 -82 -81]
Recon[4:9]:    [-77 -78 -81 -82 -81]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 65 (LMS Hamilton Beats (5min)):
Original[4:9]: [-37 -38 -42 -45 -44]
Recon[4:9]:    [-37 -38 -42 -45 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 66 (LMS Hamilton Beats (5min)):
Original[4:9]: [-62 -65 -66 -66 -67]
Recon[4:9]:    [-62 -65 -66 -66 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 67 (LMS Hamilton Beats (5min)):
Original[4:9]: [-68 -67 -65 -65 -64]
Recon[4:9]:    [-68 -67 -65 -65 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 68 (LMS Hamilton Beats (5min)):
Original[4:9]: [-41 -40 -40 -43 -46]
Recon[4:9]:    [-41 -40 -40 -43 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 69 (LMS Hamilton Beats (5min)):
Original[4:9]: [-85 -85 -85 -85 -86]
Recon[4:9]:    [-85 -85 -85 -85 -86]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 70 (LMS Hamilton Beats (5min)):
Original[4:9]: [-80 -80 -81 -82 -83]
Recon[4:9]:    [-80 -80 -81 -82 -83]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 71 (LMS Hamilton Beats (5min)):
Original[4:9]: [-43 -44 -40 -40 -39]
Recon[4:9]:    [-43 -44 -40 -40 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 72 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -57 -57 -58 -60]
Recon[4:9]:    [-56 -57 -57 -58 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 73 (LMS Hamilton Beats (5min)):
Original[4:9]: [-44 -41 -39 -43 -48]
Recon[4:9]:    [-44 -41 -39 -43 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 74 (LMS Hamilton Beats (5min)):
Original[4:9]: [-27 -25 -28 -29 -30]
Recon[4:9]:    [-27 -25 -28 -29 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 75 (LMS Hamilton Beats (5min)):
Original[4:9]: [-46 -47 -48 -50 -50]
Recon[4:9]:    [-46 -47 -48 -50 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 76 (LMS Hamilton Beats (5min)):
Original[4:9]: [-75 -77 -80 -81 -79]
Recon[4:9]:    [-75 -77 -80 -81 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 77 (LMS Hamilton Beats (5min)):
Original[4:9]: [-79 -79 -76 -76 -76]
Recon[4:9]:    [-79 -79 -76 -76 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 78 (LMS Hamilton Beats (5min)):
Original[4:9]: [-26 -27 -32 -32 -32]
Recon[4:9]:    [-26 -27 -32 -32 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 79 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -56 -53 -56 -58]
Recon[4:9]:    [-59 -56 -53 -56 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 80 (LMS Hamilton Beats (5min)):
Original[4:9]: [-53 -56 -60 -60 -59]
Recon[4:9]:    [-53 -56 -60 -60 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 81 (LMS Hamilton Beats (5min)):
Original[4:9]: [-14 -18 -22 -23 -20]
Recon[4:9]:    [-14 -18 -22 -23 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 82 (LMS Hamilton Beats (5min)):
Original[4:9]: [-40 -38 -42 -42 -39]
Recon[4:9]:    [-40 -38 -42 -42 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 83 (LMS Hamilton Beats (5min)):
Original[4:9]: [-65 -68 -68 -65 -67]
Recon[4:9]:    [-65 -68 -68 -65 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 84 (LMS Hamilton Beats (5min)):
Original[4:9]: [-44 -42 -43 -45 -47]
Recon[4:9]:    [-44 -42 -43 -45 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 85 (LMS Hamilton Beats (5min)):
Original[4:9]: [-25 -28 -30 -29 -27]
Recon[4:9]:    [-25 -28 -30 -29 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 86 (LMS Hamilton Beats (5min)):
Original[4:9]: [-71 -74 -76 -78 -74]
Recon[4:9]:    [-71 -74 -76 -78 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 87 (LMS Hamilton Beats (5min)):
Original[4:9]: [-62 -60 -56 -57 -59]
Recon[4:9]:    [-62 -60 -56 -57 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 88 (LMS Hamilton Beats (5min)):
Original[4:9]: [-23 -25 -26 -27 -26]
Recon[4:9]:    [-23 -25 -26 -27 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 89 (LMS Hamilton Beats (5min)):
Original[4:9]: [-50 -50 -50 -51 -53]
Recon[4:9]:    [-50 -50 -50 -51 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 90 (LMS Hamilton Beats (5min)):
Original[4:9]: [-62 -66 -68 -74 -75]
Recon[4:9]:    [-62 -66 -68 -74 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 91 (LMS Hamilton Beats (5min)):
Original[4:9]: [-44 -40 -40 -40 -42]
Recon[4:9]:    [-44 -40 -40 -40 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 92 (LMS Hamilton Beats (5min)):
Original[4:9]: [-32 -33 -32 -33 -33]
Recon[4:9]:    [-32 -33 -32 -33 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 93 (LMS Hamilton Beats (5min)):
Original[4:9]: [-69 -72 -69 -68 -68]
Recon[4:9]:    [-69 -72 -69 -68 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 94 (LMS Hamilton Beats (5min)):
Original[4:9]: [-60 -59 -58 -57 -57]
Recon[4:9]:    [-60 -59 -58 -57 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 95 (LMS Hamilton Beats (5min)):
Original[4:9]: [-35 -30 -28 -32 -33]
Recon[4:9]:    [-35 -30 -28 -32 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 96 (LMS Hamilton Beats (5min)):
Original[4:9]: [-87 -89 -89 -89 -87]
Recon[4:9]:    [-87 -89 -89 -89 -87]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 97 (LMS Hamilton Beats (5min)):
Original[4:9]: [-90 -89 -89 -89 -87]
Recon[4:9]:    [-90 -89 -89 -89 -87]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 98 (LMS Hamilton Beats (5min)):
Original[4:9]: [-52 -49 -49 -47 -48]
Recon[4:9]:    [-52 -49 -49 -47 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 99 (LMS Hamilton Beats (5min)):
Original[4:9]: [-63 -64 -65 -63 -64]
Recon[4:9]:    [-63 -64 -65 -63 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 100 (LMS Hamilton Beats (5min)):
Original[4:9]: [-52 -53 -53 -57 -60]
Recon[4:9]:    [-52 -53 -53 -57 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 101 (LMS Hamilton Beats (5min)):
Original[4:9]: [-26 -21 -22 -25 -26]
Recon[4:9]:    [-26 -21 -22 -25 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 102 (LMS Hamilton Beats (5min)):
Original[4:9]: [-46 -46 -44 -44 -48]
Recon[4:9]:    [-46 -46 -44 -44 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 103 (LMS Hamilton Beats (5min)):
Original[4:9]: [-50 -50 -52 -52 -52]
Recon[4:9]:    [-50 -50 -52 -52 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 104 (LMS Hamilton Beats (5min)):
Original[4:9]: [-45 -45 -45 -44 -45]
Recon[4:9]:    [-45 -45 -45 -44 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 105 (LMS Hamilton Beats (5min)):
Original[4:9]: [-23 -24 -26 -24 -24]
Recon[4:9]:    [-23 -24 -26 -24 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 106 (LMS Hamilton Beats (5min)):
Original[4:9]: [-46 -50 -50 -49 -46]
Recon[4:9]:    [-46 -50 -50 -49 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 107 (LMS Hamilton Beats (5min)):
Original[4:9]: [-51 -52 -51 -50 -53]
Recon[4:9]:    [-51 -52 -51 -50 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 108 (LMS Hamilton Beats (5min)):
Original[4:9]: [-32 -31 -35 -32 -30]
Recon[4:9]:    [-32 -31 -35 -32 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 109 (LMS Hamilton Beats (5min)):
Original[4:9]: [-61 -61 -60 -61 -63]
Recon[4:9]:    [-61 -61 -60 -61 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 110 (LMS Hamilton Beats (5min)):
Original[4:9]: [-55 -55 -57 -60 -60]
Recon[4:9]:    [-55 -55 -57 -60 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 111 (LMS Hamilton Beats (5min)):
Original[4:9]: [-32 -34 -34 -35 -37]
Recon[4:9]:    [-32 -34 -34 -35 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 112 (LMS Hamilton Beats (5min)):
Original[4:9]: [-48 -50 -48 -49 -47]
Recon[4:9]:    [-48 -50 -48 -49 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 113 (LMS Hamilton Beats (5min)):
Original[4:9]: [-43 -44 -44 -46 -48]
Recon[4:9]:    [-43 -44 -44 -46 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 114 (LMS Hamilton Beats (5min)):
Original[4:9]: [-32 -32 -34 -34 -36]
Recon[4:9]:    [-32 -32 -34 -34 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 115 (LMS Hamilton Beats (5min)):
Original[4:9]: [-52 -52 -51 -49 -45]
Recon[4:9]:    [-52 -52 -51 -49 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 116 (LMS Hamilton Beats (5min)):
Original[4:9]: [-39 -40 -42 -46 -41]
Recon[4:9]:    [-39 -40 -42 -46 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 117 (LMS Hamilton Beats (5min)):
Original[4:9]: [-27 -29 -32 -34 -34]
Recon[4:9]:    [-27 -29 -32 -34 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 118 (LMS Hamilton Beats (5min)):
Original[4:9]: [-55 -56 -56 -58 -61]
Recon[4:9]:    [-55 -56 -56 -58 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 119 (LMS Hamilton Beats (5min)):
Original[4:9]: [-58 -58 -56 -52 -54]
Recon[4:9]:    [-58 -58 -56 -52 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 120 (LMS Hamilton Beats (5min)):
Original[4:9]: [-51 -52 -50 -50 -50]
Recon[4:9]:    [-51 -52 -50 -50 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 121 (LMS Hamilton Beats (5min)):
Original[4:9]: [-60 -61 -64 -64 -65]
Recon[4:9]:    [-60 -61 -64 -64 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 122 (LMS Hamilton Beats (5min)):
Original[4:9]: [-67 -68 -68 -69 -71]
Recon[4:9]:    [-67 -68 -68 -69 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 123 (LMS Hamilton Beats (5min)):
Original[4:9]: [-61 -61 -63 -65 -64]
Recon[4:9]:    [-61 -61 -63 -65 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 124 (LMS Hamilton Beats (5min)):
Original[4:9]: [-50 -52 -52 -56 -55]
Recon[4:9]:    [-50 -52 -52 -56 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 125 (LMS Hamilton Beats (5min)):
Original[4:9]: [-61 -64 -61 -58 -61]
Recon[4:9]:    [-61 -64 -61 -58 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 126 (LMS Hamilton Beats (5min)):
Original[4:9]: [-62 -63 -66 -67 -64]
Recon[4:9]:    [-62 -63 -66 -67 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 127 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -58 -57 -57 -54]
Recon[4:9]:    [-57 -58 -57 -57 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 128 (LMS Hamilton Beats (5min)):
Original[4:9]: [-60 -60 -61 -65 -65]
Recon[4:9]:    [-60 -60 -61 -65 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 129 (LMS Hamilton Beats (5min)):
Original[4:9]: [-78 -78 -78 -77 -76]
Recon[4:9]:    [-78 -78 -78 -77 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 130 (LMS Hamilton Beats (5min)):
Original[4:9]: [-64 -62 -63 -67 -69]
Recon[4:9]:    [-64 -62 -63 -67 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 131 (LMS Hamilton Beats (5min)):
Original[4:9]: [-55 -54 -55 -59 -60]
Recon[4:9]:    [-55 -54 -55 -59 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 132 (LMS Hamilton Beats (5min)):
Original[4:9]: [-43 -46 -49 -49 -47]
Recon[4:9]:    [-43 -46 -49 -49 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 133 (LMS Hamilton Beats (5min)):
Original[4:9]: [-41 -44 -44 -47 -45]
Recon[4:9]:    [-41 -44 -44 -47 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 134 (LMS Hamilton Beats (5min)):
Original[4:9]: [-42 -43 -44 -43 -42]
Recon[4:9]:    [-42 -43 -44 -43 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 135 (LMS Hamilton Beats (5min)):
Original[4:9]: [-42 -44 -44 -41 -38]
Recon[4:9]:    [-42 -44 -44 -41 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 136 (LMS Hamilton Beats (5min)):
Original[4:9]: [-48 -50 -50 -52 -51]
Recon[4:9]:    [-48 -50 -50 -52 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 137 (LMS Hamilton Beats (5min)):
Original[4:9]: [-47 -52 -54 -56 -54]
Recon[4:9]:    [-47 -52 -54 -56 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 138 (LMS Hamilton Beats (5min)):
Original[4:9]: [-47 -49 -49 -48 -50]
Recon[4:9]:    [-47 -49 -49 -48 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 139 (LMS Hamilton Beats (5min)):
Original[4:9]: [-40 -42 -44 -42 -42]
Recon[4:9]:    [-40 -42 -44 -42 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 140 (LMS Hamilton Beats (5min)):
Original[4:9]: [-49 -46 -47 -49 -48]
Recon[4:9]:    [-49 -46 -47 -49 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 141 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -54 -53 -52 -51]
Recon[4:9]:    [-57 -54 -53 -52 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 142 (LMS Hamilton Beats (5min)):
Original[4:9]: [-51 -50 -51 -53 -54]
Recon[4:9]:    [-51 -50 -51 -53 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 143 (LMS Hamilton Beats (5min)):
Original[4:9]: [-64 -63 -62 -63 -63]
Recon[4:9]:    [-64 -63 -62 -63 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 144 (LMS Hamilton Beats (5min)):
Original[4:9]: [-66 -64 -65 -67 -69]
Recon[4:9]:    [-66 -64 -65 -67 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 145 (LMS Hamilton Beats (5min)):
Original[4:9]: [-62 -60 -62 -64 -67]
Recon[4:9]:    [-62 -60 -62 -64 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 146 (LMS Hamilton Beats (5min)):
Original[4:9]: [-62 -62 -60 -61 -62]
Recon[4:9]:    [-62 -62 -60 -61 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 147 (LMS Hamilton Beats (5min)):
Original[4:9]: [-63 -63 -62 -62 -64]
Recon[4:9]:    [-63 -63 -62 -62 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 148 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -55 -58 -59 -63]
Recon[4:9]:    [-56 -55 -58 -59 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 149 (LMS Hamilton Beats (5min)):
Original[4:9]: [-55 -52 -53 -51 -53]
Recon[4:9]:    [-55 -52 -53 -51 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 150 (LMS Hamilton Beats (5min)):
Original[4:9]: [-65 -65 -65 -65 -64]
Recon[4:9]:    [-65 -65 -65 -65 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 151 (LMS Hamilton Beats (5min)):
Original[4:9]: [-46 -47 -49 -52 -53]
Recon[4:9]:    [-46 -47 -49 -52 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 152 (LMS Hamilton Beats (5min)):
Original[4:9]: [-42 -45 -44 -42 -42]
Recon[4:9]:    [-42 -45 -44 -42 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 153 (LMS Hamilton Beats (5min)):
Original[4:9]: [-41 -42 -44 -44 -46]
Recon[4:9]:    [-41 -42 -44 -44 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 154 (LMS Hamilton Beats (5min)):
Original[4:9]: [-33 -33 -35 -36 -36]
Recon[4:9]:    [-33 -33 -35 -36 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 155 (LMS Hamilton Beats (5min)):
Original[4:9]: [-45 -46 -47 -44 -44]
Recon[4:9]:    [-45 -46 -47 -44 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 156 (LMS Hamilton Beats (5min)):
Original[4:9]: [-52 -50 -48 -45 -46]
Recon[4:9]:    [-52 -50 -48 -45 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 157 (LMS Hamilton Beats (5min)):
Original[4:9]: [-37 -34 -34 -36 -43]
Recon[4:9]:    [-37 -34 -34 -36 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 158 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -60 -59 -62 -60]
Recon[4:9]:    [-57 -60 -59 -62 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 159 (LMS Hamilton Beats (5min)):
Original[4:9]: [-54 -56 -56 -59 -60]
Recon[4:9]:    [-54 -56 -56 -59 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 160 (LMS Hamilton Beats (5min)):
Original[4:9]: [-35 -36 -35 -39 -39]
Recon[4:9]:    [-35 -36 -35 -39 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 161 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -56 -55 -54 -56]
Recon[4:9]:    [-59 -56 -55 -54 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 162 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -56 -57 -55 -56]
Recon[4:9]:    [-56 -56 -57 -55 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 163 (LMS Hamilton Beats (5min)):
Original[4:9]: [-39 -36 -37 -37 -40]
Recon[4:9]:    [-39 -36 -37 -37 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 164 (LMS Hamilton Beats (5min)):
Original[4:9]: [-60 -57 -56 -58 -61]
Recon[4:9]:    [-60 -57 -56 -58 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 165 (LMS Hamilton Beats (5min)):
Original[4:9]: [-51 -53 -57 -58 -59]
Recon[4:9]:    [-51 -53 -57 -58 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 166 (LMS Hamilton Beats (5min)):
Original[4:9]: [-32 -33 -35 -37 -41]
Recon[4:9]:    [-32 -33 -35 -37 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 167 (LMS Hamilton Beats (5min)):
Original[4:9]: [-66 -64 -65 -64 -65]
Recon[4:9]:    [-66 -64 -65 -64 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 168 (LMS Hamilton Beats (5min)):
Original[4:9]: [-72 -72 -70 -71 -74]
Recon[4:9]:    [-72 -72 -70 -71 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 169 (LMS Hamilton Beats (5min)):
Original[4:9]: [-54 -50 -54 -55 -52]
Recon[4:9]:    [-54 -50 -54 -55 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 170 (LMS Hamilton Beats (5min)):
Original[4:9]: [-64 -62 -63 -63 -66]
Recon[4:9]:    [-64 -62 -63 -63 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 171 (LMS Hamilton Beats (5min)):
Original[4:9]: [-67 -68 -67 -65 -66]
Recon[4:9]:    [-67 -68 -67 -65 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 172 (LMS Hamilton Beats (5min)):
Original[4:9]: [-47 -47 -49 -55 -59]
Recon[4:9]:    [-47 -47 -49 -55 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 173 (LMS Hamilton Beats (5min)):
Original[4:9]: [-61 -60 -59 -59 -60]
Recon[4:9]:    [-61 -60 -59 -59 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 174 (LMS Hamilton Beats (5min)):
Original[4:9]: [-73 -70 -68 -69 -71]
Recon[4:9]:    [-73 -70 -68 -69 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 175 (LMS Hamilton Beats (5min)):
Original[4:9]: [-51 -51 -51 -49 -48]
Recon[4:9]:    [-51 -51 -51 -49 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 176 (LMS Hamilton Beats (5min)):
Original[4:9]: [-70 -67 -65 -66 -70]
Recon[4:9]:    [-70 -67 -65 -66 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 177 (LMS Hamilton Beats (5min)):
Original[4:9]: [-63 -61 -58 -56 -60]
Recon[4:9]:    [-63 -61 -58 -56 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 178 (LMS Hamilton Beats (5min)):
Original[4:9]: [-47 -50 -51 -50 -50]
Recon[4:9]:    [-47 -50 -51 -50 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 179 (LMS Hamilton Beats (5min)):
Original[4:9]: [-54 -57 -58 -57 -57]
Recon[4:9]:    [-54 -57 -58 -57 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 180 (LMS Hamilton Beats (5min)):
Original[4:9]: [-43 -45 -48 -50 -49]
Recon[4:9]:    [-43 -45 -48 -50 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 181 (LMS Hamilton Beats (5min)):
Original[4:9]: [-47 -48 -50 -49 -48]
Recon[4:9]:    [-47 -48 -50 -49 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 182 (LMS Hamilton Beats (5min)):
Original[4:9]: [-48 -54 -48 -49 -49]
Recon[4:9]:    [-48 -54 -48 -49 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 183 (LMS Hamilton Beats (5min)):
Original[4:9]: [-40 -41 -36 -32 -26]
Recon[4:9]:    [-40 -41 -36 -32 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 184 (LMS Hamilton Beats (5min)):
Original[4:9]: [-45 -45 -44 -47 -45]
Recon[4:9]:    [-45 -45 -44 -47 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 185 (LMS Hamilton Beats (5min)):
Original[4:9]: [-42 -40 -38 -40 -41]
Recon[4:9]:    [-42 -40 -38 -40 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 186 (LMS Hamilton Beats (5min)):
Original[4:9]: [-33 -35 -37 -39 -39]
Recon[4:9]:    [-33 -35 -37 -39 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 187 (LMS Hamilton Beats (5min)):
Original[4:9]: [-42 -40 -38 -39 -41]
Recon[4:9]:    [-42 -40 -38 -39 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 188 (LMS Hamilton Beats (5min)):
Original[4:9]: [-47 -47 -49 -50 -48]
Recon[4:9]:    [-47 -47 -49 -50 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 189 (LMS Hamilton Beats (5min)):
Original[4:9]: [-42 -43 -47 -49 -47]
Recon[4:9]:    [-42 -43 -47 -49 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 190 (LMS Hamilton Beats (5min)):
Original[4:9]: [-35 -32 -37 -35 -38]
Recon[4:9]:    [-35 -32 -37 -35 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 191 (LMS Hamilton Beats (5min)):
Original[4:9]: [-45 -47 -46 -46 -45]
Recon[4:9]:    [-45 -47 -46 -46 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 192 (LMS Hamilton Beats (5min)):
Original[4:9]: [-42 -43 -46 -46 -43]
Recon[4:9]:    [-42 -43 -46 -46 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 193 (LMS Hamilton Beats (5min)):
Original[4:9]: [-25 -25 -25 -28 -25]
Recon[4:9]:    [-25 -25 -25 -28 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 194 (LMS Hamilton Beats (5min)):
Original[4:9]: [-43 -43 -43 -43 -42]
Recon[4:9]:    [-43 -43 -43 -43 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 195 (LMS Hamilton Beats (5min)):
Original[4:9]: [-42 -45 -46 -49 -48]
Recon[4:9]:    [-42 -45 -46 -49 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 196 (LMS Hamilton Beats (5min)):
Original[4:9]: [-27 -30 -28 -30 -30]
Recon[4:9]:    [-27 -30 -28 -30 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 197 (LMS Hamilton Beats (5min)):
Original[4:9]: [-40 -43 -42 -40 -39]
Recon[4:9]:    [-40 -43 -42 -40 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 198 (LMS Hamilton Beats (5min)):
Original[4:9]: [-41 -42 -43 -42 -46]
Recon[4:9]:    [-41 -42 -43 -42 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 199 (LMS Hamilton Beats (5min)):
Original[4:9]: [-30 -31 -34 -34 -32]
Recon[4:9]:    [-30 -31 -34 -34 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 200 (LMS Hamilton Beats (5min)):
Original[4:9]: [-44 -46 -47 -49 -45]
Recon[4:9]:    [-44 -46 -47 -49 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 201 (LMS Hamilton Beats (5min)):
Original[4:9]: [-41 -45 -45 -43 -42]
Recon[4:9]:    [-41 -45 -45 -43 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 202 (LMS Hamilton Beats (5min)):
Original[4:9]: [-36 -35 -37 -40 -40]
Recon[4:9]:    [-36 -35 -37 -40 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 203 (LMS Hamilton Beats (5min)):
Original[4:9]: [-47 -46 -45 -45 -45]
Recon[4:9]:    [-47 -46 -45 -45 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 204 (LMS Hamilton Beats (5min)):
Original[4:9]: [-38 -40 -43 -43 -39]
Recon[4:9]:    [-38 -40 -43 -43 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 205 (LMS Hamilton Beats (5min)):
Original[4:9]: [-39 -40 -39 -39 -42]
Recon[4:9]:    [-39 -40 -39 -39 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 206 (LMS Hamilton Beats (5min)):
Original[4:9]: [-48 -48 -47 -43 -46]
Recon[4:9]:    [-48 -48 -47 -43 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 207 (LMS Hamilton Beats (5min)):
Original[4:9]: [-47 -46 -49 -52 -54]
Recon[4:9]:    [-47 -46 -49 -52 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 208 (LMS Hamilton Beats (5min)):
Original[4:9]: [-40 -44 -43 -44 -44]
Recon[4:9]:    [-40 -44 -43 -44 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 209 (LMS Hamilton Beats (5min)):
Original[4:9]: [-45 -44 -44 -46 -50]
Recon[4:9]:    [-45 -44 -44 -46 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 210 (LMS Hamilton Beats (5min)):
Original[4:9]: [-50 -49 -47 -48 -49]
Recon[4:9]:    [-50 -49 -47 -48 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 211 (LMS Hamilton Beats (5min)):
Original[4:9]: [-37 -36 -34 -33 -33]
Recon[4:9]:    [-37 -36 -34 -33 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 212 (LMS Hamilton Beats (5min)):
Original[4:9]: [-42 -43 -44 -46 -45]
Recon[4:9]:    [-42 -43 -44 -46 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 213 (LMS Hamilton Beats (5min)):
Original[4:9]: [-39 -40 -39 -42 -43]
Recon[4:9]:    [-39 -40 -39 -42 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 214 (LMS Hamilton Beats (5min)):
Original[4:9]: [-29 -28 -27 -24 -23]
Recon[4:9]:    [-29 -28 -27 -24 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 215 (LMS Hamilton Beats (5min)):
Original[4:9]: [-34 -33 -34 -36 -39]
Recon[4:9]:    [-34 -33 -34 -36 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 216 (LMS Hamilton Beats (5min)):
Original[4:9]: [-34 -36 -35 -32 -35]
Recon[4:9]:    [-34 -36 -35 -32 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 217 (LMS Hamilton Beats (5min)):
Original[4:9]: [-51 -53 -53 -49 -46]
Recon[4:9]:    [-51 -53 -53 -49 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 218 (LMS Hamilton Beats (5min)):
Original[4:9]: [-51 -55 -54 -52 -51]
Recon[4:9]:    [-51 -55 -54 -52 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 219 (LMS Hamilton Beats (5min)):
Original[4:9]: [-52 -53 -53 -51 -52]
Recon[4:9]:    [-52 -53 -53 -51 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 220 (LMS Hamilton Beats (5min)):
Original[4:9]: [-45 -50 -50 -50 -49]
Recon[4:9]:    [-45 -50 -50 -50 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 221 (LMS Hamilton Beats (5min)):
Original[4:9]: [-44 -44 -47 -49 -53]
Recon[4:9]:    [-44 -44 -47 -49 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 222 (LMS Hamilton Beats (5min)):
Original[4:9]: [-44 -47 -45 -46 -50]
Recon[4:9]:    [-44 -47 -45 -46 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 223 (LMS Hamilton Beats (5min)):
Original[4:9]: [-41 -38 -38 -37 -36]
Recon[4:9]:    [-41 -38 -38 -37 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 224 (LMS Hamilton Beats (5min)):
Original[4:9]: [-44 -43 -42 -42 -46]
Recon[4:9]:    [-44 -43 -42 -42 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 225 (LMS Hamilton Beats (5min)):
Original[4:9]: [-39 -38 -38 -41 -43]
Recon[4:9]:    [-39 -38 -38 -41 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 226 (LMS Hamilton Beats (5min)):
Original[4:9]: [-33 -37 -37 -38 -39]
Recon[4:9]:    [-33 -37 -37 -38 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 227 (LMS Hamilton Beats (5min)):
Original[4:9]: [-48 -49 -46 -46 -51]
Recon[4:9]:    [-48 -49 -46 -46 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 228 (LMS Hamilton Beats (5min)):
Original[4:9]: [-45 -48 -50 -45 -47]
Recon[4:9]:    [-45 -48 -50 -45 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 229 (LMS Hamilton Beats (5min)):
Original[4:9]: [-45 -47 -50 -49 -48]
Recon[4:9]:    [-45 -47 -50 -49 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 230 (LMS Hamilton Beats (5min)):
Original[4:9]: [-51 -52 -56 -55 -56]
Recon[4:9]:    [-51 -52 -56 -55 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 231 (LMS Hamilton Beats (5min)):
Original[4:9]: [-54 -52 -49 -50 -49]
Recon[4:9]:    [-54 -52 -49 -50 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 232 (LMS Hamilton Beats (5min)):
Original[4:9]: [-30 -34 -36 -34 -33]
Recon[4:9]:    [-30 -34 -36 -34 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 233 (LMS Hamilton Beats (5min)):
Original[4:9]: [-45 -44 -44 -46 -49]
Recon[4:9]:    [-45 -44 -44 -46 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 234 (LMS Hamilton Beats (5min)):
Original[4:9]: [-48 -48 -50 -49 -51]
Recon[4:9]:    [-48 -48 -50 -49 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 235 (LMS Hamilton Beats (5min)):
Original[4:9]: [-39 -38 -38 -34 -35]
Recon[4:9]:    [-39 -38 -38 -34 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 236 (LMS Hamilton Beats (5min)):
Original[4:9]: [-62 -60 -60 -62 -64]
Recon[4:9]:    [-62 -60 -60 -62 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 237 (LMS Hamilton Beats (5min)):
Original[4:9]: [-68 -67 -67 -63 -64]
Recon[4:9]:    [-68 -67 -67 -63 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 238 (LMS Hamilton Beats (5min)):
Original[4:9]: [-58 -57 -57 -55 -53]
Recon[4:9]:    [-58 -57 -57 -55 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 239 (LMS Hamilton Beats (5min)):
Original[4:9]: [-64 -66 -69 -68 -63]
Recon[4:9]:    [-64 -66 -69 -68 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 240 (LMS Hamilton Beats (5min)):
Original[4:9]: [-69 -72 -68 -67 -66]
Recon[4:9]:    [-69 -72 -68 -67 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 241 (LMS Hamilton Beats (5min)):
Original[4:9]: [-47 -48 -54 -54 -55]
Recon[4:9]:    [-47 -48 -54 -54 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 242 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -56 -56 -59 -60]
Recon[4:9]:    [-57 -56 -56 -59 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 243 (LMS Hamilton Beats (5min)):
Original[4:9]: [-45 -48 -50 -50 -50]
Recon[4:9]:    [-45 -48 -50 -50 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 244 (LMS Hamilton Beats (5min)):
Original[4:9]: [-39 -38 -35 -35 -35]
Recon[4:9]:    [-39 -38 -35 -35 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 245 (LMS Hamilton Beats (5min)):
Original[4:9]: [-41 -43 -46 -44 -45]
Recon[4:9]:    [-41 -43 -46 -44 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 246 (LMS Hamilton Beats (5min)):
Original[4:9]: [-27 -29 -31 -32 -35]
Recon[4:9]:    [-27 -29 -31 -32 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 247 (LMS Hamilton Beats (5min)):
Original[4:9]: [-32 -28 -28 -29 -33]
Recon[4:9]:    [-32 -28 -28 -29 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 248 (LMS Hamilton Beats (5min)):
Original[4:9]: [-53 -54 -54 -55 -53]
Recon[4:9]:    [-53 -54 -54 -55 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 249 (LMS Hamilton Beats (5min)):
Original[4:9]: [-61 -59 -60 -57 -57]
Recon[4:9]:    [-61 -59 -60 -57 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 250 (LMS Hamilton Beats (5min)):
Original[4:9]: [-40 -45 -52 -58 -57]
Recon[4:9]:    [-40 -45 -52 -58 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 251 (LMS Hamilton Beats (5min)):
Original[4:9]: [-54 -52 -51 -55 -57]
Recon[4:9]:    [-54 -52 -51 -55 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 252 (LMS Hamilton Beats (5min)):
Original[4:9]: [-48 -48 -50 -52 -52]
Recon[4:9]:    [-48 -48 -50 -52 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 253 (LMS Hamilton Beats (5min)):
Original[4:9]: [-37 -40 -39 -37 -38]
Recon[4:9]:    [-37 -40 -39 -37 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 254 (LMS Hamilton Beats (5min)):
Original[4:9]: [-21 -25 -26 -27 -30]
Recon[4:9]:    [-21 -25 -26 -27 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 255 (LMS Hamilton Beats (5min)):
Original[4:9]: [-19 -18 -21 -24 -25]
Recon[4:9]:    [-19 -18 -21 -24 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 256 (LMS Hamilton Beats (5min)):
Original[4:9]: [-19 -19 -19 -23 -26]
Recon[4:9]:    [-19 -19 -19 -23 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 257 (LMS Hamilton Beats (5min)):
Original[4:9]: [-37 -41 -38 -40 -40]
Recon[4:9]:    [-37 -41 -38 -40 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 258 (LMS Hamilton Beats (5min)):
Original[4:9]: [-52 -56 -55 -51 -53]
Recon[4:9]:    [-52 -56 -55 -51 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 259 (LMS Hamilton Beats (5min)):
Original[4:9]: [-46 -49 -48 -52 -51]
Recon[4:9]:    [-46 -49 -48 -52 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 260 (LMS Hamilton Beats (5min)):
Original[4:9]: [-55 -58 -56 -55 -53]
Recon[4:9]:    [-55 -58 -56 -55 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 261 (LMS Hamilton Beats (5min)):
Original[4:9]: [-65 -66 -63 -62 -62]
Recon[4:9]:    [-65 -66 -63 -62 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 262 (LMS Hamilton Beats (5min)):
Original[4:9]: [-45 -48 -51 -51 -51]
Recon[4:9]:    [-45 -48 -51 -51 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 263 (LMS Hamilton Beats (5min)):
Original[4:9]: [-38 -38 -39 -39 -41]
Recon[4:9]:    [-38 -38 -39 -39 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 264 (LMS Hamilton Beats (5min)):
Original[4:9]: [-35 -35 -37 -39 -40]
Recon[4:9]:    [-35 -35 -37 -39 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 265 (LMS Hamilton Beats (5min)):
Original[4:9]: [-40 -40 -41 -45 -48]
Recon[4:9]:    [-40 -40 -41 -45 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 266 (LMS Hamilton Beats (5min)):
Original[4:9]: [-41 -41 -43 -42 -42]
Recon[4:9]:    [-41 -41 -43 -42 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 267 (LMS Hamilton Beats (5min)):
Original[4:9]: [-48 -48 -51 -52 -52]
Recon[4:9]:    [-48 -48 -51 -52 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 268 (LMS Hamilton Beats (5min)):
Original[4:9]: [-44 -47 -49 -51 -47]
Recon[4:9]:    [-44 -47 -49 -51 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 269 (LMS Hamilton Beats (5min)):
Original[4:9]: [-49 -51 -52 -53 -52]
Recon[4:9]:    [-49 -51 -52 -53 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 270 (LMS Hamilton Beats (5min)):
Original[4:9]: [-37 -40 -41 -41 -40]
Recon[4:9]:    [-37 -40 -41 -41 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 271 (LMS Hamilton Beats (5min)):
Original[4:9]: [-22 -22 -21 -24 -29]
Recon[4:9]:    [-22 -22 -21 -24 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 272 (LMS Hamilton Beats (5min)):
Original[4:9]: [-40 -41 -40 -38 -38]
Recon[4:9]:    [-40 -41 -40 -38 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 273 (LMS Hamilton Beats (5min)):
Original[4:9]: [-47 -46 -43 -46 -47]
Recon[4:9]:    [-47 -46 -43 -46 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 274 (LMS Hamilton Beats (5min)):
Original[4:9]: [-30 -32 -34 -30 -30]
Recon[4:9]:    [-30 -32 -34 -30 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 275 (LMS Hamilton Beats (5min)):
Original[4:9]: [-45 -44 -45 -47 -47]
Recon[4:9]:    [-45 -44 -45 -47 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 276 (LMS Hamilton Beats (5min)):
Original[4:9]: [-49 -48 -48 -50 -54]
Recon[4:9]:    [-49 -48 -48 -50 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 277 (LMS Hamilton Beats (5min)):
Original[4:9]: [-47 -48 -50 -49 -49]
Recon[4:9]:    [-47 -48 -50 -49 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 278 (LMS Hamilton Beats (5min)):
Original[4:9]: [-46 -49 -50 -47 -47]
Recon[4:9]:    [-46 -49 -50 -47 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 279 (LMS Hamilton Beats (5min)):
Original[4:9]: [-45 -44 -43 -45 -47]
Recon[4:9]:    [-45 -44 -43 -45 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 280 (LMS Hamilton Beats (5min)):
Original[4:9]: [-45 -49 -52 -54 -54]
Recon[4:9]:    [-45 -49 -52 -54 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 281 (LMS Hamilton Beats (5min)):
Original[4:9]: [-53 -56 -55 -54 -55]
Recon[4:9]:    [-53 -56 -55 -54 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 282 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -55 -59 -60 -61]
Recon[4:9]:    [-57 -55 -59 -60 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 283 (LMS Hamilton Beats (5min)):
Original[4:9]: [-54 -51 -53 -52 -55]
Recon[4:9]:    [-54 -51 -53 -52 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 284 (LMS Hamilton Beats (5min)):
Original[4:9]: [-43 -45 -46 -46 -47]
Recon[4:9]:    [-43 -45 -46 -46 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 285 (LMS Hamilton Beats (5min)):
Original[4:9]: [-45 -46 -46 -48 -49]
Recon[4:9]:    [-45 -46 -46 -48 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 286 (LMS Hamilton Beats (5min)):
Original[4:9]: [-43 -42 -41 -40 -41]
Recon[4:9]:    [-43 -42 -41 -40 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 287 (LMS Hamilton Beats (5min)):
Original[4:9]: [-37 -35 -34 -31 -35]
Recon[4:9]:    [-37 -35 -34 -31 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 288 (LMS Hamilton Beats (5min)):
Original[4:9]: [-49 -51 -53 -53 -52]
Recon[4:9]:    [-49 -51 -53 -53 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 289 (LMS Hamilton Beats (5min)):
Original[4:9]: [-60 -61 -64 -63 -63]
Recon[4:9]:    [-60 -61 -64 -63 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 290 (LMS Hamilton Beats (5min)):
Original[4:9]: [-50 -51 -52 -52 -51]
Recon[4:9]:    [-50 -51 -52 -52 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 291 (LMS Hamilton Beats (5min)):
Original[4:9]: [-55 -58 -59 -58 -57]
Recon[4:9]:    [-55 -58 -59 -58 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 292 (LMS Hamilton Beats (5min)):
Original[4:9]: [-50 -51 -50 -51 -54]
Recon[4:9]:    [-50 -51 -50 -51 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 293 (LMS Hamilton Beats (5min)):
Original[4:9]: [-32 -29 -30 -28 -30]
Recon[4:9]:    [-32 -29 -30 -28 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 294 (LMS Hamilton Beats (5min)):
Original[4:9]: [-31 -33 -34 -33 -35]
Recon[4:9]:    [-31 -33 -34 -33 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 295 (LMS Hamilton Beats (5min)):
Original[4:9]: [-29 -31 -34 -33 -32]
Recon[4:9]:    [-29 -31 -34 -33 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 296 (LMS Hamilton Beats (5min)):
Original[4:9]: [-31 -34 -37 -39 -37]
Recon[4:9]:    [-31 -34 -37 -39 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 297 (LMS Hamilton Beats (5min)):
Original[4:9]: [-48 -48 -48 -50 -47]
Recon[4:9]:    [-48 -48 -48 -50 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 298 (LMS Hamilton Beats (5min)):
Original[4:9]: [-52 -50 -49 -52 -52]
Recon[4:9]:    [-52 -50 -49 -52 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 299 (LMS Hamilton Beats (5min)):
Original[4:9]: [-69 -70 -67 -68 -66]
Recon[4:9]:    [-69 -70 -67 -68 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 300 (LMS Hamilton Beats (5min)):
Original[4:9]: [-66 -67 -69 -69 -69]
Recon[4:9]:    [-66 -67 -69 -69 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 301 (LMS Hamilton Beats (5min)):
Original[4:9]: [-54 -57 -56 -57 -53]
Recon[4:9]:    [-54 -57 -56 -57 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 302 (LMS Hamilton Beats (5min)):
Original[4:9]: [-40 -41 -43 -45 -43]
Recon[4:9]:    [-40 -41 -43 -45 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 303 (LMS Hamilton Beats (5min)):
Original[4:9]: [-47 -49 -52 -51 -51]
Recon[4:9]:    [-47 -49 -52 -51 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 304 (LMS Hamilton Beats (5min)):
Original[4:9]: [-51 -50 -51 -53 -55]
Recon[4:9]:    [-51 -50 -51 -53 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 305 (LMS Hamilton Beats (5min)):
Original[4:9]: [-40 -41 -41 -45 -45]
Recon[4:9]:    [-40 -41 -41 -45 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 306 (LMS Hamilton Beats (5min)):
Original[4:9]: [-52 -50 -49 -51 -55]
Recon[4:9]:    [-52 -50 -49 -51 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 307 (LMS Hamilton Beats (5min)):
Original[4:9]: [-52 -48 -47 -47 -50]
Recon[4:9]:    [-52 -48 -47 -47 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 308 (LMS Hamilton Beats (5min)):
Original[4:9]: [-35 -38 -38 -37 -37]
Recon[4:9]:    [-35 -38 -38 -37 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 309 (LMS Hamilton Beats (5min)):
Original[4:9]: [-43 -42 -42 -42 -46]
Recon[4:9]:    [-43 -42 -42 -42 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 310 (LMS Hamilton Beats (5min)):
Original[4:9]: [-39 -45 -44 -44 -45]
Recon[4:9]:    [-39 -45 -44 -44 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 311 (LMS Hamilton Beats (5min)):
Original[4:9]: [-39 -36 -33 -34 -36]
Recon[4:9]:    [-39 -36 -33 -34 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 312 (LMS Hamilton Beats (5min)):
Original[4:9]: [-38 -38 -38 -35 -36]
Recon[4:9]:    [-38 -38 -38 -35 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 313 (LMS Hamilton Beats (5min)):
Original[4:9]: [-41 -42 -39 -39 -40]
Recon[4:9]:    [-41 -42 -39 -39 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 314 (LMS Hamilton Beats (5min)):
Original[4:9]: [-18 -18 -19 -28 -34]
Recon[4:9]:    [-18 -18 -19 -28 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 315 (LMS Hamilton Beats (5min)):
Original[4:9]: [-32 -34 -30 -33 -35]
Recon[4:9]:    [-32 -34 -30 -33 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 316 (LMS Hamilton Beats (5min)):
Original[4:9]: [-34 -32 -38 -38 -37]
Recon[4:9]:    [-34 -32 -38 -38 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 317 (LMS Hamilton Beats (5min)):
Original[4:9]: [-14 -13 -14 -16 -19]
Recon[4:9]:    [-14 -13 -14 -16 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 318 (LMS Hamilton Beats (5min)):
Original[4:9]: [-39 -36 -40 -43 -45]
Recon[4:9]:    [-39 -36 -40 -43 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 319 (LMS Hamilton Beats (5min)):
Original[4:9]: [-50 -55 -53 -51 -48]
Recon[4:9]:    [-50 -55 -53 -51 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 320 (LMS Hamilton Beats (5min)):
Original[4:9]: [-39 -42 -39 -37 -39]
Recon[4:9]:    [-39 -42 -39 -37 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 321 (LMS Hamilton Beats (5min)):
Original[4:9]: [-58 -55 -55 -54 -55]
Recon[4:9]:    [-58 -55 -55 -54 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 322 (LMS Hamilton Beats (5min)):
Original[4:9]: [-53 -56 -57 -52 -46]
Recon[4:9]:    [-53 -56 -57 -52 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 323 (LMS Hamilton Beats (5min)):
Original[4:9]: [-54 -56 -57 -59 -57]
Recon[4:9]:    [-54 -56 -57 -59 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 324 (LMS Hamilton Beats (5min)):
Original[4:9]: [-61 -61 -61 -64 -63]
Recon[4:9]:    [-61 -61 -61 -64 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 325 (LMS Hamilton Beats (5min)):
Original[4:9]: [-48 -50 -54 -55 -55]
Recon[4:9]:    [-48 -50 -54 -55 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 326 (LMS Hamilton Beats (5min)):
Original[4:9]: [-45 -47 -52 -51 -49]
Recon[4:9]:    [-45 -47 -52 -51 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 327 (LMS Hamilton Beats (5min)):
Original[4:9]: [-53 -53 -50 -53 -55]
Recon[4:9]:    [-53 -53 -50 -53 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 328 (LMS Hamilton Beats (5min)):
Original[4:9]: [-38 -41 -43 -43 -42]
Recon[4:9]:    [-38 -41 -43 -43 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 329 (LMS Hamilton Beats (5min)):
Original[4:9]: [-41 -43 -42 -39 -44]
Recon[4:9]:    [-41 -43 -42 -39 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 330 (LMS Hamilton Beats (5min)):
Original[4:9]: [-36 -39 -40 -43 -44]
Recon[4:9]:    [-36 -39 -40 -43 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 331 (LMS Hamilton Beats (5min)):
Original[4:9]: [-36 -36 -38 -41 -42]
Recon[4:9]:    [-36 -36 -38 -41 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 332 (LMS Hamilton Beats (5min)):
Original[4:9]: [-48 -45 -45 -45 -47]
Recon[4:9]:    [-48 -45 -45 -45 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 333 (LMS Hamilton Beats (5min)):
Original[4:9]: [-42 -42 -39 -40 -39]
Recon[4:9]:    [-42 -42 -39 -40 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 334 (LMS Hamilton Beats (5min)):
Original[4:9]: [-27 -25 -28 -33 -37]
Recon[4:9]:    [-27 -25 -28 -33 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 335 (LMS Hamilton Beats (5min)):
Original[4:9]: [-41 -44 -43 -41 -40]
Recon[4:9]:    [-41 -44 -43 -41 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 336 (LMS Hamilton Beats (5min)):
Original[4:9]: [-38 -41 -40 -39 -40]
Recon[4:9]:    [-38 -41 -40 -39 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 337 (LMS Hamilton Beats (5min)):
Original[4:9]: [-17 -18 -22 -27 -28]
Recon[4:9]:    [-17 -18 -22 -27 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 338 (LMS Hamilton Beats (5min)):
Original[4:9]: [-52 -48 -51 -52 -55]
Recon[4:9]:    [-52 -48 -51 -52 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 339 (LMS Hamilton Beats (5min)):
Original[4:9]: [-60 -58 -59 -60 -63]
Recon[4:9]:    [-60 -58 -59 -60 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 340 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -56 -53 -52 -52]
Recon[4:9]:    [-57 -56 -53 -52 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 341 (LMS Hamilton Beats (5min)):
Original[4:9]: [-61 -60 -58 -60 -65]
Recon[4:9]:    [-61 -60 -58 -60 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 342 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -62 -63 -63 -60]
Recon[4:9]:    [-59 -62 -63 -63 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 343 (LMS Hamilton Beats (5min)):
Original[4:9]: [-43 -45 -45 -43 -40]
Recon[4:9]:    [-43 -45 -45 -43 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 344 (LMS Hamilton Beats (5min)):
Original[4:9]: [-46 -48 -47 -46 -45]
Recon[4:9]:    [-46 -48 -47 -46 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 345 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -54 -55 -57 -59]
Recon[4:9]:    [-56 -54 -55 -57 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 346 (LMS Hamilton Beats (5min)):
Original[4:9]: [-40 -40 -43 -46 -44]
Recon[4:9]:    [-40 -40 -43 -46 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 347 (LMS Hamilton Beats (5min)):
Original[4:9]: [-52 -54 -52 -51 -54]
Recon[4:9]:    [-52 -54 -52 -51 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 348 (LMS Hamilton Beats (5min)):
Original[4:9]: [-53 -53 -54 -53 -52]
Recon[4:9]:    [-53 -53 -54 -53 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 349 (LMS Hamilton Beats (5min)):
Original[4:9]: [-32 -32 -34 -32 -35]
Recon[4:9]:    [-32 -32 -34 -32 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 350 (LMS Hamilton Beats (5min)):
Original[4:9]: [-45 -43 -43 -41 -43]
Recon[4:9]:    [-45 -43 -43 -41 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 351 (LMS Hamilton Beats (5min)):
Original[4:9]: [-41 -43 -48 -48 -51]
Recon[4:9]:    [-41 -43 -48 -48 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 352 (LMS Hamilton Beats (5min)):
Original[4:9]: [-35 -32 -29 -30 -35]
Recon[4:9]:    [-35 -32 -29 -30 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 353 (LMS Hamilton Beats (5min)):
Original[4:9]: [-46 -49 -52 -54 -53]
Recon[4:9]:    [-46 -49 -52 -54 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 354 (LMS Hamilton Beats (5min)):
Original[4:9]: [-44 -44 -43 -43 -44]
Recon[4:9]:    [-44 -44 -43 -43 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 355 (LMS Hamilton Beats (5min)):
Original[4:9]: [-27 -29 -29 -29 -27]
Recon[4:9]:    [-27 -29 -29 -29 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 356 (LMS Hamilton Beats (5min)):
Original[4:9]: [-37 -39 -44 -42 -40]
Recon[4:9]:    [-37 -39 -44 -42 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 357 (LMS Hamilton Beats (5min)):
Original[4:9]: [-42 -41 -41 -41 -42]
Recon[4:9]:    [-42 -41 -41 -41 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 358 (LMS Hamilton Beats (5min)):
Original[4:9]: [-42 -40 -46 -45 -47]
Recon[4:9]:    [-42 -40 -46 -45 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 359 (LMS Hamilton Beats (5min)):
Original[4:9]: [-63 -62 -60 -59 -63]
Recon[4:9]:    [-63 -62 -60 -59 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 360 (LMS Hamilton Beats (5min)):
Original[4:9]: [-70 -72 -72 -69 -68]
Recon[4:9]:    [-70 -72 -72 -69 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 361 (LMS Hamilton Beats (5min)):
Original[4:9]: [-55 -55 -54 -57 -57]
Recon[4:9]:    [-55 -55 -54 -57 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 362 (LMS Hamilton Beats (5min)):
Original[4:9]: [-68 -64 -62 -65 -63]
Recon[4:9]:    [-68 -64 -62 -65 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 363 (LMS Hamilton Beats (5min)):
Original[4:9]: [-58 -60 -61 -57 -57]
Recon[4:9]:    [-58 -60 -61 -57 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 364 (LMS Hamilton Beats (5min)):
Original[4:9]: [-40 -41 -40 -40 -41]
Recon[4:9]:    [-40 -41 -40 -40 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 365 (LMS Hamilton Beats (5min)):
Original[4:9]: [-38 -38 -41 -45 -45]
Recon[4:9]:    [-38 -38 -41 -45 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- LMS Hamilton Beats (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added LMS results for Hamilton Beats: CR Rice=1.638, CR Huff=1.783, mean L2=25.20223
Best params for NLMS Hamilton Beats (10s): {'order': 4, 'mu': 0.01} (avg l2-norm=0.00000)

DEBUG Segment 0 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-40 -40 -40 -40 -38]
Recon[4:9]:    [-40 -40 -40 -40 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-45 -46 -48 -49 -46]
Recon[4:9]:    [-45 -46 -48 -49 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-45 -44 -45 -46 -46]
Recon[4:9]:    [-45 -44 -45 -46 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-45 -45 -44 -45 -49]
Recon[4:9]:    [-45 -45 -44 -45 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-43 -43 -42 -42 -44]
Recon[4:9]:    [-43 -43 -42 -42 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-50 -48 -49 -50 -52]
Recon[4:9]:    [-50 -48 -49 -50 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-44 -49 -54 -51 -51]
Recon[4:9]:    [-44 -49 -54 -51 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-37 -37 -40 -41 -40]
Recon[4:9]:    [-37 -37 -40 -41 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-37 -39 -40 -38 -37]
Recon[4:9]:    [-37 -39 -40 -38 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-40 -39 -37 -36 -40]
Recon[4:9]:    [-40 -39 -37 -36 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-43 -44 -46 -47 -44]
Recon[4:9]:    [-43 -44 -46 -47 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-44 -44 -40 -42 -43]
Recon[4:9]:    [-44 -44 -40 -42 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-65 -67 -68 -67 -65]
Recon[4:9]:    [-65 -67 -68 -67 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -61 -63 -60 -60]
Recon[4:9]:    [-59 -61 -63 -60 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-42 -43 -45 -43 -42]
Recon[4:9]:    [-42 -43 -45 -43 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -57 -53 -54 -57]
Recon[4:9]:    [-56 -57 -53 -54 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-63 -66 -62 -63 -62]
Recon[4:9]:    [-63 -66 -62 -63 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-61 -62 -60 -57 -56]
Recon[4:9]:    [-61 -62 -60 -57 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -60 -59 -57 -57]
Recon[4:9]:    [-56 -60 -59 -57 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-65 -64 -64 -65 -63]
Recon[4:9]:    [-65 -64 -64 -65 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -59 -62 -59 -58]
Recon[4:9]:    [-57 -59 -62 -59 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-30 -32 -33 -32 -32]
Recon[4:9]:    [-30 -32 -33 -32 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-47 -46 -46 -45 -46]
Recon[4:9]:    [-47 -46 -46 -45 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-52 -55 -57 -56 -52]
Recon[4:9]:    [-52 -55 -57 -56 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-34 -35 -29 -27 -26]
Recon[4:9]:    [-34 -35 -29 -27 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-38 -42 -42 -41 -41]
Recon[4:9]:    [-38 -42 -42 -41 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-47 -46 -45 -44 -43]
Recon[4:9]:    [-47 -46 -45 -44 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-38 -38 -39 -36 -35]
Recon[4:9]:    [-38 -38 -39 -36 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-36 -33 -31 -35 -36]
Recon[4:9]:    [-36 -33 -31 -35 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -58 -61 -62 -64]
Recon[4:9]:    [-57 -58 -61 -62 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-66 -66 -67 -65 -67]
Recon[4:9]:    [-66 -66 -67 -65 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-46 -46 -49 -51 -52]
Recon[4:9]:    [-46 -46 -49 -51 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-63 -65 -69 -70 -67]
Recon[4:9]:    [-63 -65 -69 -70 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-68 -70 -70 -69 -70]
Recon[4:9]:    [-68 -70 -70 -69 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-54 -52 -51 -51 -53]
Recon[4:9]:    [-54 -52 -51 -51 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-62 -64 -63 -66 -65]
Recon[4:9]:    [-62 -64 -63 -66 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -59 -62 -65 -62]
Recon[4:9]:    [-59 -59 -62 -65 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-69 -69 -71 -74 -71]
Recon[4:9]:    [-69 -69 -71 -74 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-78 -76 -74 -76 -75]
Recon[4:9]:    [-78 -76 -74 -76 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-72 -70 -70 -71 -73]
Recon[4:9]:    [-72 -70 -70 -71 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -63 -63 -65 -61]
Recon[4:9]:    [-59 -63 -63 -65 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-42 -41 -41 -43 -45]
Recon[4:9]:    [-42 -41 -41 -43 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-62 -62 -65 -69 -65]
Recon[4:9]:    [-62 -62 -65 -69 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -61 -62 -62 -64]
Recon[4:9]:    [-59 -61 -62 -62 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-42 -41 -43 -44 -43]
Recon[4:9]:    [-42 -41 -43 -44 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -56 -55 -56 -55]
Recon[4:9]:    [-57 -56 -55 -56 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-55 -56 -57 -54 -55]
Recon[4:9]:    [-55 -56 -57 -54 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-40 -40 -37 -36 -36]
Recon[4:9]:    [-40 -40 -37 -36 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-49 -51 -49 -51 -49]
Recon[4:9]:    [-49 -51 -49 -51 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-50 -50 -54 -53 -53]
Recon[4:9]:    [-50 -50 -54 -53 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-19 -18 -18 -19 -20]
Recon[4:9]:    [-19 -18 -18 -19 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-37 -37 -41 -41 -42]
Recon[4:9]:    [-37 -37 -41 -41 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-51 -51 -53 -53 -53]
Recon[4:9]:    [-51 -51 -53 -53 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 53 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-35 -39 -41 -43 -43]
Recon[4:9]:    [-35 -39 -41 -43 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 54 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-64 -67 -66 -65 -66]
Recon[4:9]:    [-64 -67 -66 -65 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 55 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-50 -49 -52 -55 -53]
Recon[4:9]:    [-50 -49 -52 -55 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 56 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-32 -32 -33 -32 -31]
Recon[4:9]:    [-32 -32 -33 -32 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 57 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -56 -60 -60 -62]
Recon[4:9]:    [-56 -56 -60 -60 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 58 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -59 -62 -61 -63]
Recon[4:9]:    [-57 -59 -62 -61 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 59 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-38 -39 -36 -35 -38]
Recon[4:9]:    [-38 -39 -36 -35 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 60 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-66 -64 -64 -64 -67]
Recon[4:9]:    [-66 -64 -64 -64 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 61 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-61 -62 -62 -64 -62]
Recon[4:9]:    [-61 -62 -62 -64 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 62 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-49 -45 -43 -44 -47]
Recon[4:9]:    [-49 -45 -43 -44 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 63 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-78 -78 -79 -81 -80]
Recon[4:9]:    [-78 -78 -79 -81 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 64 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-77 -78 -81 -82 -81]
Recon[4:9]:    [-77 -78 -81 -82 -81]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 65 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-37 -38 -42 -45 -44]
Recon[4:9]:    [-37 -38 -42 -45 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 66 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-62 -65 -66 -66 -67]
Recon[4:9]:    [-62 -65 -66 -66 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 67 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-68 -67 -65 -65 -64]
Recon[4:9]:    [-68 -67 -65 -65 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 68 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-41 -40 -40 -43 -46]
Recon[4:9]:    [-41 -40 -40 -43 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 69 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-85 -85 -85 -85 -86]
Recon[4:9]:    [-85 -85 -85 -85 -86]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 70 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-80 -80 -81 -82 -83]
Recon[4:9]:    [-80 -80 -81 -82 -83]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 71 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-43 -44 -40 -40 -39]
Recon[4:9]:    [-43 -44 -40 -40 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 72 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -57 -57 -58 -60]
Recon[4:9]:    [-56 -57 -57 -58 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 73 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-44 -41 -39 -43 -48]
Recon[4:9]:    [-44 -41 -39 -43 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 74 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-27 -25 -28 -29 -30]
Recon[4:9]:    [-27 -25 -28 -29 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 75 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-46 -47 -48 -50 -50]
Recon[4:9]:    [-46 -47 -48 -50 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 76 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-75 -77 -80 -81 -79]
Recon[4:9]:    [-75 -77 -80 -81 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 77 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-79 -79 -76 -76 -76]
Recon[4:9]:    [-79 -79 -76 -76 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 78 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-26 -27 -32 -32 -32]
Recon[4:9]:    [-26 -27 -32 -32 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 79 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -56 -53 -56 -58]
Recon[4:9]:    [-59 -56 -53 -56 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 80 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-53 -56 -60 -60 -59]
Recon[4:9]:    [-53 -56 -60 -60 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 81 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-14 -18 -22 -23 -20]
Recon[4:9]:    [-14 -18 -22 -23 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 82 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-40 -38 -42 -42 -39]
Recon[4:9]:    [-40 -38 -42 -42 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 83 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-65 -68 -68 -65 -67]
Recon[4:9]:    [-65 -68 -68 -65 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 84 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-44 -42 -43 -45 -47]
Recon[4:9]:    [-44 -42 -43 -45 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 85 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-25 -28 -30 -29 -27]
Recon[4:9]:    [-25 -28 -30 -29 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 86 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-71 -74 -76 -78 -74]
Recon[4:9]:    [-71 -74 -76 -78 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 87 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-62 -60 -56 -57 -59]
Recon[4:9]:    [-62 -60 -56 -57 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 88 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-23 -25 -26 -27 -26]
Recon[4:9]:    [-23 -25 -26 -27 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 89 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-50 -50 -50 -51 -53]
Recon[4:9]:    [-50 -50 -50 -51 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 90 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-62 -66 -68 -74 -75]
Recon[4:9]:    [-62 -66 -68 -74 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 91 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-44 -40 -40 -40 -42]
Recon[4:9]:    [-44 -40 -40 -40 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 92 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-32 -33 -32 -33 -33]
Recon[4:9]:    [-32 -33 -32 -33 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 93 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-69 -72 -69 -68 -68]
Recon[4:9]:    [-69 -72 -69 -68 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 94 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-60 -59 -58 -57 -57]
Recon[4:9]:    [-60 -59 -58 -57 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 95 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-35 -30 -28 -32 -33]
Recon[4:9]:    [-35 -30 -28 -32 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 96 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-87 -89 -89 -89 -87]
Recon[4:9]:    [-87 -89 -89 -89 -87]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 97 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-90 -89 -89 -89 -87]
Recon[4:9]:    [-90 -89 -89 -89 -87]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 98 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-52 -49 -49 -47 -48]
Recon[4:9]:    [-52 -49 -49 -47 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 99 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-63 -64 -65 -63 -64]
Recon[4:9]:    [-63 -64 -65 -63 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 100 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-52 -53 -53 -57 -60]
Recon[4:9]:    [-52 -53 -53 -57 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 101 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-26 -21 -22 -25 -26]
Recon[4:9]:    [-26 -21 -22 -25 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 102 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-46 -46 -44 -44 -48]
Recon[4:9]:    [-46 -46 -44 -44 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 103 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-50 -50 -52 -52 -52]
Recon[4:9]:    [-50 -50 -52 -52 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 104 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-45 -45 -45 -44 -45]
Recon[4:9]:    [-45 -45 -45 -44 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 105 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-23 -24 -26 -24 -24]
Recon[4:9]:    [-23 -24 -26 -24 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 106 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-46 -50 -50 -49 -46]
Recon[4:9]:    [-46 -50 -50 -49 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 107 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-51 -52 -51 -50 -53]
Recon[4:9]:    [-51 -52 -51 -50 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 108 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-32 -31 -35 -32 -30]
Recon[4:9]:    [-32 -31 -35 -32 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 109 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-61 -61 -60 -61 -63]
Recon[4:9]:    [-61 -61 -60 -61 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 110 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-55 -55 -57 -60 -60]
Recon[4:9]:    [-55 -55 -57 -60 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 111 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-32 -34 -34 -35 -37]
Recon[4:9]:    [-32 -34 -34 -35 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 112 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-48 -50 -48 -49 -47]
Recon[4:9]:    [-48 -50 -48 -49 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 113 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-43 -44 -44 -46 -48]
Recon[4:9]:    [-43 -44 -44 -46 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 114 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-32 -32 -34 -34 -36]
Recon[4:9]:    [-32 -32 -34 -34 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 115 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-52 -52 -51 -49 -45]
Recon[4:9]:    [-52 -52 -51 -49 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 116 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-39 -40 -42 -46 -41]
Recon[4:9]:    [-39 -40 -42 -46 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 117 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-27 -29 -32 -34 -34]
Recon[4:9]:    [-27 -29 -32 -34 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 118 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-55 -56 -56 -58 -61]
Recon[4:9]:    [-55 -56 -56 -58 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 119 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-58 -58 -56 -52 -54]
Recon[4:9]:    [-58 -58 -56 -52 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 120 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-51 -52 -50 -50 -50]
Recon[4:9]:    [-51 -52 -50 -50 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 121 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-60 -61 -64 -64 -65]
Recon[4:9]:    [-60 -61 -64 -64 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 122 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-67 -68 -68 -69 -71]
Recon[4:9]:    [-67 -68 -68 -69 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 123 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-61 -61 -63 -65 -64]
Recon[4:9]:    [-61 -61 -63 -65 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 124 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-50 -52 -52 -56 -55]
Recon[4:9]:    [-50 -52 -52 -56 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 125 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-61 -64 -61 -58 -61]
Recon[4:9]:    [-61 -64 -61 -58 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 126 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-62 -63 -66 -67 -64]
Recon[4:9]:    [-62 -63 -66 -67 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 127 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -58 -57 -57 -54]
Recon[4:9]:    [-57 -58 -57 -57 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 128 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-60 -60 -61 -65 -65]
Recon[4:9]:    [-60 -60 -61 -65 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 129 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-78 -78 -78 -77 -76]
Recon[4:9]:    [-78 -78 -78 -77 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 130 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-64 -62 -63 -67 -69]
Recon[4:9]:    [-64 -62 -63 -67 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 131 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-55 -54 -55 -59 -60]
Recon[4:9]:    [-55 -54 -55 -59 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 132 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-43 -46 -49 -49 -47]
Recon[4:9]:    [-43 -46 -49 -49 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 133 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-41 -44 -44 -47 -45]
Recon[4:9]:    [-41 -44 -44 -47 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 134 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-42 -43 -44 -43 -42]
Recon[4:9]:    [-42 -43 -44 -43 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 135 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-42 -44 -44 -41 -38]
Recon[4:9]:    [-42 -44 -44 -41 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 136 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-48 -50 -50 -52 -51]
Recon[4:9]:    [-48 -50 -50 -52 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 137 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-47 -52 -54 -56 -54]
Recon[4:9]:    [-47 -52 -54 -56 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 138 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-47 -49 -49 -48 -50]
Recon[4:9]:    [-47 -49 -49 -48 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 139 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-40 -42 -44 -42 -42]
Recon[4:9]:    [-40 -42 -44 -42 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 140 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-49 -46 -47 -49 -48]
Recon[4:9]:    [-49 -46 -47 -49 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 141 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -54 -53 -52 -51]
Recon[4:9]:    [-57 -54 -53 -52 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 142 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-51 -50 -51 -53 -54]
Recon[4:9]:    [-51 -50 -51 -53 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 143 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-64 -63 -62 -63 -63]
Recon[4:9]:    [-64 -63 -62 -63 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 144 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-66 -64 -65 -67 -69]
Recon[4:9]:    [-66 -64 -65 -67 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 145 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-62 -60 -62 -64 -67]
Recon[4:9]:    [-62 -60 -62 -64 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 146 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-62 -62 -60 -61 -62]
Recon[4:9]:    [-62 -62 -60 -61 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 147 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-63 -63 -62 -62 -64]
Recon[4:9]:    [-63 -63 -62 -62 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 148 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -55 -58 -59 -63]
Recon[4:9]:    [-56 -55 -58 -59 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 149 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-55 -52 -53 -51 -53]
Recon[4:9]:    [-55 -52 -53 -51 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 150 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-65 -65 -65 -65 -64]
Recon[4:9]:    [-65 -65 -65 -65 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 151 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-46 -47 -49 -52 -53]
Recon[4:9]:    [-46 -47 -49 -52 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 152 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-42 -45 -44 -42 -42]
Recon[4:9]:    [-42 -45 -44 -42 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 153 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-41 -42 -44 -44 -46]
Recon[4:9]:    [-41 -42 -44 -44 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 154 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-33 -33 -35 -36 -36]
Recon[4:9]:    [-33 -33 -35 -36 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 155 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-45 -46 -47 -44 -44]
Recon[4:9]:    [-45 -46 -47 -44 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 156 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-52 -50 -48 -45 -46]
Recon[4:9]:    [-52 -50 -48 -45 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 157 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-37 -34 -34 -36 -43]
Recon[4:9]:    [-37 -34 -34 -36 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 158 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -60 -59 -62 -60]
Recon[4:9]:    [-57 -60 -59 -62 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 159 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-54 -56 -56 -59 -60]
Recon[4:9]:    [-54 -56 -56 -59 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 160 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-35 -36 -35 -39 -39]
Recon[4:9]:    [-35 -36 -35 -39 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 161 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -56 -55 -54 -56]
Recon[4:9]:    [-59 -56 -55 -54 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 162 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -56 -57 -55 -56]
Recon[4:9]:    [-56 -56 -57 -55 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 163 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-39 -36 -37 -37 -40]
Recon[4:9]:    [-39 -36 -37 -37 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 164 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-60 -57 -56 -58 -61]
Recon[4:9]:    [-60 -57 -56 -58 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 165 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-51 -53 -57 -58 -59]
Recon[4:9]:    [-51 -53 -57 -58 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 166 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-32 -33 -35 -37 -41]
Recon[4:9]:    [-32 -33 -35 -37 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 167 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-66 -64 -65 -64 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 168 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-72 -72 -70 -71 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 169 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-54 -50 -54 -55 -52]
Recon[4:9]:    [-54 -50 -54 -55 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 170 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-64 -62 -63 -63 -66]
Recon[4:9]:    [-64 -62 -63 -63 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 171 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-67 -68 -67 -65 -66]
Recon[4:9]:    [-67 -68 -67 -65 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 172 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-47 -47 -49 -55 -59]
Recon[4:9]:    [-47 -47 -49 -55 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 173 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-61 -60 -59 -59 -60]
Recon[4:9]:    [-61 -60 -59 -59 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 174 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-73 -70 -68 -69 -71]
Recon[4:9]:    [-73 -70 -68 -69 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 175 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-51 -51 -51 -49 -48]
Recon[4:9]:    [-51 -51 -51 -49 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 176 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-70 -67 -65 -66 -70]
Recon[4:9]:    [-70 -67 -65 -66 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 177 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-63 -61 -58 -56 -60]
Recon[4:9]:    [-63 -61 -58 -56 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 178 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-47 -50 -51 -50 -50]
Recon[4:9]:    [-47 -50 -51 -50 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 179 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-54 -57 -58 -57 -57]
Recon[4:9]:    [-54 -57 -58 -57 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 180 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-43 -45 -48 -50 -49]
Recon[4:9]:    [-43 -45 -48 -50 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 181 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-47 -48 -50 -49 -48]
Recon[4:9]:    [-47 -48 -50 -49 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 182 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-48 -54 -48 -49 -49]
Recon[4:9]:    [-48 -54 -48 -49 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 183 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-40 -41 -36 -32 -26]
Recon[4:9]:    [-40 -41 -36 -32 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 184 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-45 -45 -44 -47 -45]
Recon[4:9]:    [-45 -45 -44 -47 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 185 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-42 -40 -38 -40 -41]
Recon[4:9]:    [-42 -40 -38 -40 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 186 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-33 -35 -37 -39 -39]
Recon[4:9]:    [-33 -35 -37 -39 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 187 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-42 -40 -38 -39 -41]
Recon[4:9]:    [-42 -40 -38 -39 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 188 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-47 -47 -49 -50 -48]
Recon[4:9]:    [-47 -47 -49 -50 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 189 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-42 -43 -47 -49 -47]
Recon[4:9]:    [-42 -43 -47 -49 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 190 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-35 -32 -37 -35 -38]
Recon[4:9]:    [-35 -32 -37 -35 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 191 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-45 -47 -46 -46 -45]
Recon[4:9]:    [-45 -47 -46 -46 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 192 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-42 -43 -46 -46 -43]
Recon[4:9]:    [-42 -43 -46 -46 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 193 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-25 -25 -25 -28 -25]
Recon[4:9]:    [-25 -25 -25 -28 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 194 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-43 -43 -43 -43 -42]
Recon[4:9]:    [-43 -43 -43 -43 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 195 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-42 -45 -46 -49 -48]
Recon[4:9]:    [-42 -45 -46 -49 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 196 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-27 -30 -28 -30 -30]
Recon[4:9]:    [-27 -30 -28 -30 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 197 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-40 -43 -42 -40 -39]
Recon[4:9]:    [-40 -43 -42 -40 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 198 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-41 -42 -43 -42 -46]
Recon[4:9]:    [-41 -42 -43 -42 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 199 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-30 -31 -34 -34 -32]
Recon[4:9]:    [-30 -31 -34 -34 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 200 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-44 -46 -47 -49 -45]
Recon[4:9]:    [-44 -46 -47 -49 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 201 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-41 -45 -45 -43 -42]
Recon[4:9]:    [-41 -45 -45 -43 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 202 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-36 -35 -37 -40 -40]
Recon[4:9]:    [-36 -35 -37 -40 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 203 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-47 -46 -45 -45 -45]
Recon[4:9]:    [-47 -46 -45 -45 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 204 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-38 -40 -43 -43 -39]
Recon[4:9]:    [-38 -40 -43 -43 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 205 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-39 -40 -39 -39 -42]
Recon[4:9]:    [-39 -40 -39 -39 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 206 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-48 -48 -47 -43 -46]
Recon[4:9]:    [-48 -48 -47 -43 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 207 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-47 -46 -49 -52 -54]
Recon[4:9]:    [-47 -46 -49 -52 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 208 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-40 -44 -43 -44 -44]
Recon[4:9]:    [-40 -44 -43 -44 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 209 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-45 -44 -44 -46 -50]
Recon[4:9]:    [-45 -44 -44 -46 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 210 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-50 -49 -47 -48 -49]
Recon[4:9]:    [-50 -49 -47 -48 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 211 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-37 -36 -34 -33 -33]
Recon[4:9]:    [-37 -36 -34 -33 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 212 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-42 -43 -44 -46 -45]
Recon[4:9]:    [-42 -43 -44 -46 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 213 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-39 -40 -39 -42 -43]
Recon[4:9]:    [-39 -40 -39 -42 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 214 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-29 -28 -27 -24 -23]
Recon[4:9]:    [-29 -28 -27 -24 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 215 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-34 -33 -34 -36 -39]
Recon[4:9]:    [-34 -33 -34 -36 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 216 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-34 -36 -35 -32 -35]
Recon[4:9]:    [-34 -36 -35 -32 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 217 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-51 -53 -53 -49 -46]
Recon[4:9]:    [-51 -53 -53 -49 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 218 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-51 -55 -54 -52 -51]
Recon[4:9]:    [-51 -55 -54 -52 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 219 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-52 -53 -53 -51 -52]
Recon[4:9]:    [-52 -53 -53 -51 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 220 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-45 -50 -50 -50 -49]
Recon[4:9]:    [-45 -50 -50 -50 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 221 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-44 -44 -47 -49 -53]
Recon[4:9]:    [-44 -44 -47 -49 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 222 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-44 -47 -45 -46 -50]
Recon[4:9]:    [-44 -47 -45 -46 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 223 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-41 -38 -38 -37 -36]
Recon[4:9]:    [-41 -38 -38 -37 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 224 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-44 -43 -42 -42 -46]
Recon[4:9]:    [-44 -43 -42 -42 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 225 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-39 -38 -38 -41 -43]
Recon[4:9]:    [-39 -38 -38 -41 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 226 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-33 -37 -37 -38 -39]
Recon[4:9]:    [-33 -37 -37 -38 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 227 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-48 -49 -46 -46 -51]
Recon[4:9]:    [-48 -49 -46 -46 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 228 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-45 -48 -50 -45 -47]
Recon[4:9]:    [-45 -48 -50 -45 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 229 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-45 -47 -50 -49 -48]
Recon[4:9]:    [-45 -47 -50 -49 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 230 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-51 -52 -56 -55 -56]
Recon[4:9]:    [-51 -52 -56 -55 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 231 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-54 -52 -49 -50 -49]
Recon[4:9]:    [-54 -52 -49 -50 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 232 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-30 -34 -36 -34 -33]
Recon[4:9]:    [-30 -34 -36 -34 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 233 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-45 -44 -44 -46 -49]
Recon[4:9]:    [-45 -44 -44 -46 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 234 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-48 -48 -50 -49 -51]
Recon[4:9]:    [-48 -48 -50 -49 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 235 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-39 -38 -38 -34 -35]
Recon[4:9]:    [-39 -38 -38 -34 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 236 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-62 -60 -60 -62 -64]
Recon[4:9]:    [-62 -60 -60 -62 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 237 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-68 -67 -67 -63 -64]
Recon[4:9]:    [-68 -67 -67 -63 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 238 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-58 -57 -57 -55 -53]
Recon[4:9]:    [-58 -57 -57 -55 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 239 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-64 -66 -69 -68 -63]
Recon[4:9]:    [-64 -66 -69 -68 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 240 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-69 -72 -68 -67 -66]
Recon[4:9]:    [-69 -72 -68 -67 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 241 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-47 -48 -54 -54 -55]
Recon[4:9]:    [-47 -48 -54 -54 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 242 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -56 -56 -59 -60]
Recon[4:9]:    [-57 -56 -56 -59 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 243 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-45 -48 -50 -50 -50]
Recon[4:9]:    [-45 -48 -50 -50 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 244 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-39 -38 -35 -35 -35]
Recon[4:9]:    [-39 -38 -35 -35 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 245 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-41 -43 -46 -44 -45]
Recon[4:9]:    [-41 -43 -46 -44 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 246 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-27 -29 -31 -32 -35]
Recon[4:9]:    [-27 -29 -31 -32 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 247 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-32 -28 -28 -29 -33]
Recon[4:9]:    [-32 -28 -28 -29 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 248 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-53 -54 -54 -55 -53]
Recon[4:9]:    [-53 -54 -54 -55 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 249 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-61 -59 -60 -57 -57]
Recon[4:9]:    [-61 -59 -60 -57 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 250 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-40 -45 -52 -58 -57]
Recon[4:9]:    [-40 -45 -52 -58 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 251 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-54 -52 -51 -55 -57]
Recon[4:9]:    [-54 -52 -51 -55 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 252 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-48 -48 -50 -52 -52]
Recon[4:9]:    [-48 -48 -50 -52 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 253 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-37 -40 -39 -37 -38]
Recon[4:9]:    [-37 -40 -39 -37 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 254 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-21 -25 -26 -27 -30]
Recon[4:9]:    [-21 -25 -26 -27 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 255 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-19 -18 -21 -24 -25]
Recon[4:9]:    [-19 -18 -21 -24 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 256 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-19 -19 -19 -23 -26]
Recon[4:9]:    [-19 -19 -19 -23 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 257 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-37 -41 -38 -40 -40]
Recon[4:9]:    [-37 -41 -38 -40 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 258 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-52 -56 -55 -51 -53]
Recon[4:9]:    [-52 -56 -55 -51 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 259 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-46 -49 -48 -52 -51]
Recon[4:9]:    [-46 -49 -48 -52 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 260 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-55 -58 -56 -55 -53]
Recon[4:9]:    [-55 -58 -56 -55 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 261 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-65 -66 -63 -62 -62]
Recon[4:9]:    [-65 -66 -63 -62 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 262 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-45 -48 -51 -51 -51]
Recon[4:9]:    [-45 -48 -51 -51 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 263 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-38 -38 -39 -39 -41]
Recon[4:9]:    [-38 -38 -39 -39 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 264 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-35 -35 -37 -39 -40]
Recon[4:9]:    [-35 -35 -37 -39 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 265 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-40 -40 -41 -45 -48]
Recon[4:9]:    [-40 -40 -41 -45 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 266 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-41 -41 -43 -42 -42]
Recon[4:9]:    [-41 -41 -43 -42 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 267 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-48 -48 -51 -52 -52]
Recon[4:9]:    [-48 -48 -51 -52 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 268 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-44 -47 -49 -51 -47]
Recon[4:9]:    [-44 -47 -49 -51 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 269 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-49 -51 -52 -53 -52]
Recon[4:9]:    [-49 -51 -52 -53 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 270 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-37 -40 -41 -41 -40]
Recon[4:9]:    [-37 -40 -41 -41 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 271 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-22 -22 -21 -24 -29]
Recon[4:9]:    [-22 -22 -21 -24 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 272 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-40 -41 -40 -38 -38]
Recon[4:9]:    [-40 -41 -40 -38 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 273 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-47 -46 -43 -46 -47]
Recon[4:9]:    [-47 -46 -43 -46 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 274 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-30 -32 -34 -30 -30]
Recon[4:9]:    [-30 -32 -34 -30 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 275 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-45 -44 -45 -47 -47]
Recon[4:9]:    [-45 -44 -45 -47 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 276 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-49 -48 -48 -50 -54]
Recon[4:9]:    [-49 -48 -48 -50 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 277 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-47 -48 -50 -49 -49]
Recon[4:9]:    [-47 -48 -50 -49 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 278 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-46 -49 -50 -47 -47]
Recon[4:9]:    [-46 -49 -50 -47 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 279 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-45 -44 -43 -45 -47]
Recon[4:9]:    [-45 -44 -43 -45 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 280 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-45 -49 -52 -54 -54]
Recon[4:9]:    [-45 -49 -52 -54 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 281 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-53 -56 -55 -54 -55]
Recon[4:9]:    [-53 -56 -55 -54 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 282 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -55 -59 -60 -61]
Recon[4:9]:    [-57 -55 -59 -60 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 283 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-54 -51 -53 -52 -55]
Recon[4:9]:    [-54 -51 -53 -52 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 284 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-43 -45 -46 -46 -47]
Recon[4:9]:    [-43 -45 -46 -46 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 285 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-45 -46 -46 -48 -49]
Recon[4:9]:    [-45 -46 -46 -48 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 286 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-43 -42 -41 -40 -41]
Recon[4:9]:    [-43 -42 -41 -40 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 287 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-37 -35 -34 -31 -35]
Recon[4:9]:    [-37 -35 -34 -31 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 288 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-49 -51 -53 -53 -52]
Recon[4:9]:    [-49 -51 -53 -53 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 289 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-60 -61 -64 -63 -63]
Recon[4:9]:    [-60 -61 -64 -63 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 290 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-50 -51 -52 -52 -51]
Recon[4:9]:    [-50 -51 -52 -52 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 291 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-55 -58 -59 -58 -57]
Recon[4:9]:    [-55 -58 -59 -58 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 292 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-50 -51 -50 -51 -54]
Recon[4:9]:    [-50 -51 -50 -51 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 293 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-32 -29 -30 -28 -30]
Recon[4:9]:    [-32 -29 -30 -28 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 294 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-31 -33 -34 -33 -35]
Recon[4:9]:    [-31 -33 -34 -33 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 295 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-29 -31 -34 -33 -32]
Recon[4:9]:    [-29 -31 -34 -33 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 296 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-31 -34 -37 -39 -37]
Recon[4:9]:    [-31 -34 -37 -39 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 297 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-48 -48 -48 -50 -47]
Recon[4:9]:    [-48 -48 -48 -50 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 298 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-52 -50 -49 -52 -52]
Recon[4:9]:    [-52 -50 -49 -52 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 299 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-69 -70 -67 -68 -66]
Recon[4:9]:    [-69 -70 -67 -68 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 300 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-66 -67 -69 -69 -69]
Recon[4:9]:    [-66 -67 -69 -69 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 301 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-54 -57 -56 -57 -53]
Recon[4:9]:    [-54 -57 -56 -57 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 302 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-40 -41 -43 -45 -43]
Recon[4:9]:    [-40 -41 -43 -45 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 303 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-47 -49 -52 -51 -51]
Recon[4:9]:    [-47 -49 -52 -51 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 304 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-51 -50 -51 -53 -55]
Recon[4:9]:    [-51 -50 -51 -53 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 305 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-40 -41 -41 -45 -45]
Recon[4:9]:    [-40 -41 -41 -45 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 306 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-52 -50 -49 -51 -55]
Recon[4:9]:    [-52 -50 -49 -51 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 307 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-52 -48 -47 -47 -50]
Recon[4:9]:    [-52 -48 -47 -47 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 308 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-35 -38 -38 -37 -37]
Recon[4:9]:    [-35 -38 -38 -37 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 309 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-43 -42 -42 -42 -46]
Recon[4:9]:    [-43 -42 -42 -42 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 310 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-39 -45 -44 -44 -45]
Recon[4:9]:    [-39 -45 -44 -44 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 311 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-39 -36 -33 -34 -36]
Recon[4:9]:    [-39 -36 -33 -34 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 312 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-38 -38 -38 -35 -36]
Recon[4:9]:    [-38 -38 -38 -35 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 313 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-41 -42 -39 -39 -40]
Recon[4:9]:    [-41 -42 -39 -39 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 314 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-18 -18 -19 -28 -34]
Recon[4:9]:    [-18 -18 -19 -28 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 315 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-32 -34 -30 -33 -35]
Recon[4:9]:    [-32 -34 -30 -33 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 316 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-34 -32 -38 -38 -37]
Recon[4:9]:    [-34 -32 -38 -38 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 317 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-14 -13 -14 -16 -19]
Recon[4:9]:    [-14 -13 -14 -16 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 318 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-39 -36 -40 -43 -45]
Recon[4:9]:    [-39 -36 -40 -43 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 319 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-50 -55 -53 -51 -48]
Recon[4:9]:    [-50 -55 -53 -51 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 320 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-39 -42 -39 -37 -39]
Recon[4:9]:    [-39 -42 -39 -37 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 321 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-58 -55 -55 -54 -55]
Recon[4:9]:    [-58 -55 -55 -54 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 322 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-53 -56 -57 -52 -46]
Recon[4:9]:    [-53 -56 -57 -52 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 323 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-54 -56 -57 -59 -57]
Recon[4:9]:    [-54 -56 -57 -59 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 324 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-61 -61 -61 -64 -63]
Recon[4:9]:    [-61 -61 -61 -64 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 325 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-48 -50 -54 -55 -55]
Recon[4:9]:    [-48 -50 -54 -55 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 326 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-45 -47 -52 -51 -49]
Recon[4:9]:    [-45 -47 -52 -51 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 327 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-53 -53 -50 -53 -55]
Recon[4:9]:    [-53 -53 -50 -53 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 328 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-38 -41 -43 -43 -42]
Recon[4:9]:    [-38 -41 -43 -43 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 329 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-41 -43 -42 -39 -44]
Recon[4:9]:    [-41 -43 -42 -39 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 330 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-36 -39 -40 -43 -44]
Recon[4:9]:    [-36 -39 -40 -43 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 331 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-36 -36 -38 -41 -42]
Recon[4:9]:    [-36 -36 -38 -41 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 332 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-48 -45 -45 -45 -47]
Recon[4:9]:    [-48 -45 -45 -45 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 333 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-42 -42 -39 -40 -39]
Recon[4:9]:    [-42 -42 -39 -40 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 334 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-27 -25 -28 -33 -37]
Recon[4:9]:    [-27 -25 -28 -33 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 335 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-41 -44 -43 -41 -40]
Recon[4:9]:    [-41 -44 -43 -41 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 336 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-38 -41 -40 -39 -40]
Recon[4:9]:    [-38 -41 -40 -39 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 337 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-17 -18 -22 -27 -28]
Recon[4:9]:    [-17 -18 -22 -27 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 338 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-52 -48 -51 -52 -55]
Recon[4:9]:    [-52 -48 -51 -52 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 339 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-60 -58 -59 -60 -63]
Recon[4:9]:    [-60 -58 -59 -60 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 340 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -56 -53 -52 -52]
Recon[4:9]:    [-57 -56 -53 -52 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 341 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-61 -60 -58 -60 -65]
Recon[4:9]:    [-61 -60 -58 -60 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 342 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -62 -63 -63 -60]
Recon[4:9]:    [-59 -62 -63 -63 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 343 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-43 -45 -45 -43 -40]
Recon[4:9]:    [-43 -45 -45 -43 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 344 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-46 -48 -47 -46 -45]
Recon[4:9]:    [-46 -48 -47 -46 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 345 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -54 -55 -57 -59]
Recon[4:9]:    [-56 -54 -55 -57 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 346 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-40 -40 -43 -46 -44]
Recon[4:9]:    [-40 -40 -43 -46 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 347 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-52 -54 -52 -51 -54]
Recon[4:9]:    [-52 -54 -52 -51 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 348 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-53 -53 -54 -53 -52]
Recon[4:9]:    [-53 -53 -54 -53 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 349 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-32 -32 -34 -32 -35]
Recon[4:9]:    [-32 -32 -34 -32 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 350 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-45 -43 -43 -41 -43]
Recon[4:9]:    [-45 -43 -43 -41 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 351 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-41 -43 -48 -48 -51]
Recon[4:9]:    [-41 -43 -48 -48 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 352 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-35 -32 -29 -30 -35]
Recon[4:9]:    [-35 -32 -29 -30 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 353 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-46 -49 -52 -54 -53]
Recon[4:9]:    [-46 -49 -52 -54 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 354 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-44 -44 -43 -43 -44]
Recon[4:9]:    [-44 -44 -43 -43 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 355 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-27 -29 -29 -29 -27]
Recon[4:9]:    [-27 -29 -29 -29 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 356 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-37 -39 -44 -42 -40]
Recon[4:9]:    [-37 -39 -44 -42 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 357 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-42 -41 -41 -41 -42]
Recon[4:9]:    [-42 -41 -41 -41 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 358 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-42 -40 -46 -45 -47]
Recon[4:9]:    [-42 -40 -46 -45 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 359 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-63 -62 -60 -59 -63]
Recon[4:9]:    [-63 -62 -60 -59 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 360 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-70 -72 -72 -69 -68]
Recon[4:9]:    [-70 -72 -72 -69 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 361 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-55 -55 -54 -57 -57]
Recon[4:9]:    [-55 -55 -54 -57 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 362 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-68 -64 -62 -65 -63]
Recon[4:9]:    [-68 -64 -62 -65 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 363 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-58 -60 -61 -57 -57]
Recon[4:9]:    [-58 -60 -61 -57 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 364 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-40 -41 -40 -40 -41]
Recon[4:9]:    [-40 -41 -40 -40 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 365 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-38 -38 -41 -45 -45]
Recon[4:9]:    [-38 -38 -41 -45 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- NLMS Hamilton Beats (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added NLMS results for Hamilton Beats: CR Rice=1.602, CR Huff=1.760, mean L2=27.13860
Best params for GASS Hamilton Beats (10s): {'order': 4, 'mu': 1e-07, 'rho': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (GASS Hamilton Beats (5min)):
Original[4:9]: [-40 -40 -40 -40 -38]
Recon[4:9]:    [-40 -40 -40 -40 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (GASS Hamilton Beats (5min)):
Original[4:9]: [-45 -46 -48 -49 -46]
Recon[4:9]:    [-45 -46 -48 -49 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (GASS Hamilton Beats (5min)):
Original[4:9]: [-45 -44 -45 -46 -46]
Recon[4:9]:    [-45 -44 -45 -46 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (GASS Hamilton Beats (5min)):
Original[4:9]: [-45 -45 -44 -45 -49]
Recon[4:9]:    [-45 -45 -44 -45 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (GASS Hamilton Beats (5min)):
Original[4:9]: [-43 -43 -42 -42 -44]
Recon[4:9]:    [-43 -43 -42 -42 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (GASS Hamilton Beats (5min)):
Original[4:9]: [-50 -48 -49 -50 -52]
Recon[4:9]:    [-50 -48 -49 -50 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (GASS Hamilton Beats (5min)):
Original[4:9]: [-44 -49 -54 -51 -51]
Recon[4:9]:    [-44 -49 -54 -51 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (GASS Hamilton Beats (5min)):
Original[4:9]: [-37 -37 -40 -41 -40]
Recon[4:9]:    [-37 -37 -40 -41 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (GASS Hamilton Beats (5min)):
Original[4:9]: [-37 -39 -40 -38 -37]
Recon[4:9]:    [-37 -39 -40 -38 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (GASS Hamilton Beats (5min)):
Original[4:9]: [-40 -39 -37 -36 -40]
Recon[4:9]:    [-40 -39 -37 -36 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (GASS Hamilton Beats (5min)):
Original[4:9]: [-43 -44 -46 -47 -44]
Recon[4:9]:    [-43 -44 -46 -47 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (GASS Hamilton Beats (5min)):
Original[4:9]: [-44 -44 -40 -42 -43]
Recon[4:9]:    [-44 -44 -40 -42 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (GASS Hamilton Beats (5min)):
Original[4:9]: [-65 -67 -68 -67 -65]
Recon[4:9]:    [-65 -67 -68 -67 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (GASS Hamilton Beats (5min)):
Original[4:9]: [-59 -61 -63 -60 -60]
Recon[4:9]:    [-59 -61 -63 -60 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (GASS Hamilton Beats (5min)):
Original[4:9]: [-42 -43 -45 -43 -42]
Recon[4:9]:    [-42 -43 -45 -43 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (GASS Hamilton Beats (5min)):
Original[4:9]: [-56 -57 -53 -54 -57]
Recon[4:9]:    [-56 -57 -53 -54 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (GASS Hamilton Beats (5min)):
Original[4:9]: [-63 -66 -62 -63 -62]
Recon[4:9]:    [-63 -66 -62 -63 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (GASS Hamilton Beats (5min)):
Original[4:9]: [-61 -62 -60 -57 -56]
Recon[4:9]:    [-61 -62 -60 -57 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (GASS Hamilton Beats (5min)):
Original[4:9]: [-56 -60 -59 -57 -57]
Recon[4:9]:    [-56 -60 -59 -57 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (GASS Hamilton Beats (5min)):
Original[4:9]: [-65 -64 -64 -65 -63]
Recon[4:9]:    [-65 -64 -64 -65 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (GASS Hamilton Beats (5min)):
Original[4:9]: [-57 -59 -62 -59 -58]
Recon[4:9]:    [-57 -59 -62 -59 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (GASS Hamilton Beats (5min)):
Original[4:9]: [-30 -32 -33 -32 -32]
Recon[4:9]:    [-30 -32 -33 -32 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (GASS Hamilton Beats (5min)):
Original[4:9]: [-47 -46 -46 -45 -46]
Recon[4:9]:    [-47 -46 -46 -45 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (GASS Hamilton Beats (5min)):
Original[4:9]: [-52 -55 -57 -56 -52]
Recon[4:9]:    [-52 -55 -57 -56 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (GASS Hamilton Beats (5min)):
Original[4:9]: [-34 -35 -29 -27 -26]
Recon[4:9]:    [-34 -35 -29 -27 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (GASS Hamilton Beats (5min)):
Original[4:9]: [-38 -42 -42 -41 -41]
Recon[4:9]:    [-38 -42 -42 -41 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (GASS Hamilton Beats (5min)):
Original[4:9]: [-47 -46 -45 -44 -43]
Recon[4:9]:    [-47 -46 -45 -44 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (GASS Hamilton Beats (5min)):
Original[4:9]: [-38 -38 -39 -36 -35]
Recon[4:9]:    [-38 -38 -39 -36 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (GASS Hamilton Beats (5min)):
Original[4:9]: [-36 -33 -31 -35 -36]
Recon[4:9]:    [-36 -33 -31 -35 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (GASS Hamilton Beats (5min)):
Original[4:9]: [-57 -58 -61 -62 -64]
Recon[4:9]:    [-57 -58 -61 -62 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (GASS Hamilton Beats (5min)):
Original[4:9]: [-66 -66 -67 -65 -67]
Recon[4:9]:    [-66 -66 -67 -65 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (GASS Hamilton Beats (5min)):
Original[4:9]: [-46 -46 -49 -51 -52]
Recon[4:9]:    [-46 -46 -49 -51 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (GASS Hamilton Beats (5min)):
Original[4:9]: [-63 -65 -69 -70 -67]
Recon[4:9]:    [-63 -65 -69 -70 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (GASS Hamilton Beats (5min)):
Original[4:9]: [-68 -70 -70 -69 -70]
Recon[4:9]:    [-68 -70 -70 -69 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (GASS Hamilton Beats (5min)):
Original[4:9]: [-54 -52 -51 -51 -53]
Recon[4:9]:    [-54 -52 -51 -51 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (GASS Hamilton Beats (5min)):
Original[4:9]: [-62 -64 -63 -66 -65]
Recon[4:9]:    [-62 -64 -63 -66 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (GASS Hamilton Beats (5min)):
Original[4:9]: [-59 -59 -62 -65 -62]
Recon[4:9]:    [-59 -59 -62 -65 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (GASS Hamilton Beats (5min)):
Original[4:9]: [-69 -69 -71 -74 -71]
Recon[4:9]:    [-69 -69 -71 -74 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (GASS Hamilton Beats (5min)):
Original[4:9]: [-78 -76 -74 -76 -75]
Recon[4:9]:    [-78 -76 -74 -76 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (GASS Hamilton Beats (5min)):
Original[4:9]: [-72 -70 -70 -71 -73]
Recon[4:9]:    [-72 -70 -70 -71 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (GASS Hamilton Beats (5min)):
Original[4:9]: [-59 -63 -63 -65 -61]
Recon[4:9]:    [-59 -63 -63 -65 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (GASS Hamilton Beats (5min)):
Original[4:9]: [-42 -41 -41 -43 -45]
Recon[4:9]:    [-42 -41 -41 -43 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (GASS Hamilton Beats (5min)):
Original[4:9]: [-62 -62 -65 -69 -65]
Recon[4:9]:    [-62 -62 -65 -69 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (GASS Hamilton Beats (5min)):
Original[4:9]: [-59 -61 -62 -62 -64]
Recon[4:9]:    [-59 -61 -62 -62 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (GASS Hamilton Beats (5min)):
Original[4:9]: [-42 -41 -43 -44 -43]
Recon[4:9]:    [-42 -41 -43 -44 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (GASS Hamilton Beats (5min)):
Original[4:9]: [-57 -56 -55 -56 -55]
Recon[4:9]:    [-57 -56 -55 -56 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (GASS Hamilton Beats (5min)):
Original[4:9]: [-55 -56 -57 -54 -55]
Recon[4:9]:    [-55 -56 -57 -54 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (GASS Hamilton Beats (5min)):
Original[4:9]: [-40 -40 -37 -36 -36]
Recon[4:9]:    [-40 -40 -37 -36 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (GASS Hamilton Beats (5min)):
Original[4:9]: [-49 -51 -49 -51 -49]
Recon[4:9]:    [-49 -51 -49 -51 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (GASS Hamilton Beats (5min)):
Original[4:9]: [-50 -50 -54 -53 -53]
Recon[4:9]:    [-50 -50 -54 -53 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (GASS Hamilton Beats (5min)):
Original[4:9]: [-19 -18 -18 -19 -20]
Recon[4:9]:    [-19 -18 -18 -19 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (GASS Hamilton Beats (5min)):
Original[4:9]: [-37 -37 -41 -41 -42]
Recon[4:9]:    [-37 -37 -41 -41 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (GASS Hamilton Beats (5min)):
Original[4:9]: [-51 -51 -53 -53 -53]
Recon[4:9]:    [-51 -51 -53 -53 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 53 (GASS Hamilton Beats (5min)):
Original[4:9]: [-35 -39 -41 -43 -43]
Recon[4:9]:    [-35 -39 -41 -43 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 54 (GASS Hamilton Beats (5min)):
Original[4:9]: [-64 -67 -66 -65 -66]
Recon[4:9]:    [-64 -67 -66 -65 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 55 (GASS Hamilton Beats (5min)):
Original[4:9]: [-50 -49 -52 -55 -53]
Recon[4:9]:    [-50 -49 -52 -55 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 56 (GASS Hamilton Beats (5min)):
Original[4:9]: [-32 -32 -33 -32 -31]
Recon[4:9]:    [-32 -32 -33 -32 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 57 (GASS Hamilton Beats (5min)):
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DEBUG Segment 58 (GASS Hamilton Beats (5min)):
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DEBUG Segment 59 (GASS Hamilton Beats (5min)):
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DEBUG Segment 60 (GASS Hamilton Beats (5min)):
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DEBUG Segment 61 (GASS Hamilton Beats (5min)):
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DEBUG Segment 62 (GASS Hamilton Beats (5min)):
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DEBUG Segment 63 (GASS Hamilton Beats (5min)):
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DEBUG Segment 64 (GASS Hamilton Beats (5min)):
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DEBUG Segment 65 (GASS Hamilton Beats (5min)):
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DEBUG Segment 66 (GASS Hamilton Beats (5min)):
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DEBUG Segment 67 (GASS Hamilton Beats (5min)):
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DEBUG Segment 68 (GASS Hamilton Beats (5min)):
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DEBUG Segment 69 (GASS Hamilton Beats (5min)):
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DEBUG Segment 70 (GASS Hamilton Beats (5min)):
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DEBUG Segment 71 (GASS Hamilton Beats (5min)):
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DEBUG Segment 72 (GASS Hamilton Beats (5min)):
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DEBUG Segment 73 (GASS Hamilton Beats (5min)):
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DEBUG Segment 74 (GASS Hamilton Beats (5min)):
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DEBUG Segment 75 (GASS Hamilton Beats (5min)):
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DEBUG Segment 76 (GASS Hamilton Beats (5min)):
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DEBUG Segment 77 (GASS Hamilton Beats (5min)):
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DEBUG Segment 78 (GASS Hamilton Beats (5min)):
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DEBUG Segment 79 (GASS Hamilton Beats (5min)):
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DEBUG Segment 80 (GASS Hamilton Beats (5min)):
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DEBUG Segment 81 (GASS Hamilton Beats (5min)):
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DEBUG Segment 82 (GASS Hamilton Beats (5min)):
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DEBUG Segment 83 (GASS Hamilton Beats (5min)):
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DEBUG Segment 84 (GASS Hamilton Beats (5min)):
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DEBUG Segment 85 (GASS Hamilton Beats (5min)):
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DEBUG Segment 86 (GASS Hamilton Beats (5min)):
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DEBUG Segment 87 (GASS Hamilton Beats (5min)):
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DEBUG Segment 88 (GASS Hamilton Beats (5min)):
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DEBUG Segment 89 (GASS Hamilton Beats (5min)):
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DEBUG Segment 90 (GASS Hamilton Beats (5min)):
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DEBUG Segment 91 (GASS Hamilton Beats (5min)):
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DEBUG Segment 92 (GASS Hamilton Beats (5min)):
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DEBUG Segment 93 (GASS Hamilton Beats (5min)):
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DEBUG Segment 94 (GASS Hamilton Beats (5min)):
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DEBUG Segment 95 (GASS Hamilton Beats (5min)):
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DEBUG Segment 96 (GASS Hamilton Beats (5min)):
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DEBUG Segment 97 (GASS Hamilton Beats (5min)):
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DEBUG Segment 98 (GASS Hamilton Beats (5min)):
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DEBUG Segment 99 (GASS Hamilton Beats (5min)):
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DEBUG Segment 100 (GASS Hamilton Beats (5min)):
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DEBUG Segment 101 (GASS Hamilton Beats (5min)):
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DEBUG Segment 102 (GASS Hamilton Beats (5min)):
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DEBUG Segment 103 (GASS Hamilton Beats (5min)):
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DEBUG Segment 104 (GASS Hamilton Beats (5min)):
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DEBUG Segment 105 (GASS Hamilton Beats (5min)):
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DEBUG Segment 106 (GASS Hamilton Beats (5min)):
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DEBUG Segment 107 (GASS Hamilton Beats (5min)):
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DEBUG Segment 108 (GASS Hamilton Beats (5min)):
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DEBUG Segment 109 (GASS Hamilton Beats (5min)):
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DEBUG Segment 110 (GASS Hamilton Beats (5min)):
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DEBUG Segment 111 (GASS Hamilton Beats (5min)):
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DEBUG Segment 112 (GASS Hamilton Beats (5min)):
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DEBUG Segment 113 (GASS Hamilton Beats (5min)):
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DEBUG Segment 114 (GASS Hamilton Beats (5min)):
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DEBUG Segment 115 (GASS Hamilton Beats (5min)):
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DEBUG Segment 116 (GASS Hamilton Beats (5min)):
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DEBUG Segment 117 (GASS Hamilton Beats (5min)):
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DEBUG Segment 118 (GASS Hamilton Beats (5min)):
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DEBUG Segment 119 (GASS Hamilton Beats (5min)):
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DEBUG Segment 120 (GASS Hamilton Beats (5min)):
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DEBUG Segment 121 (GASS Hamilton Beats (5min)):
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DEBUG Segment 122 (GASS Hamilton Beats (5min)):
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DEBUG Segment 123 (GASS Hamilton Beats (5min)):
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DEBUG Segment 124 (GASS Hamilton Beats (5min)):
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DEBUG Segment 125 (GASS Hamilton Beats (5min)):
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DEBUG Segment 126 (GASS Hamilton Beats (5min)):
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DEBUG Segment 127 (GASS Hamilton Beats (5min)):
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DEBUG Segment 128 (GASS Hamilton Beats (5min)):
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DEBUG Segment 129 (GASS Hamilton Beats (5min)):
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DEBUG Segment 130 (GASS Hamilton Beats (5min)):
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DEBUG Segment 131 (GASS Hamilton Beats (5min)):
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DEBUG Segment 132 (GASS Hamilton Beats (5min)):
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DEBUG Segment 133 (GASS Hamilton Beats (5min)):
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DEBUG Segment 134 (GASS Hamilton Beats (5min)):
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DEBUG Segment 135 (GASS Hamilton Beats (5min)):
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DEBUG Segment 136 (GASS Hamilton Beats (5min)):
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DEBUG Segment 137 (GASS Hamilton Beats (5min)):
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DEBUG Segment 138 (GASS Hamilton Beats (5min)):
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DEBUG Segment 139 (GASS Hamilton Beats (5min)):
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DEBUG Segment 140 (GASS Hamilton Beats (5min)):
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DEBUG Segment 141 (GASS Hamilton Beats (5min)):
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DEBUG Segment 142 (GASS Hamilton Beats (5min)):
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DEBUG Segment 143 (GASS Hamilton Beats (5min)):
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DEBUG Segment 144 (GASS Hamilton Beats (5min)):
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DEBUG Segment 145 (GASS Hamilton Beats (5min)):
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DEBUG Segment 146 (GASS Hamilton Beats (5min)):
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DEBUG Segment 147 (GASS Hamilton Beats (5min)):
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DEBUG Segment 148 (GASS Hamilton Beats (5min)):
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DEBUG Segment 149 (GASS Hamilton Beats (5min)):
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DEBUG Segment 150 (GASS Hamilton Beats (5min)):
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DEBUG Segment 151 (GASS Hamilton Beats (5min)):
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DEBUG Segment 152 (GASS Hamilton Beats (5min)):
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DEBUG Segment 153 (GASS Hamilton Beats (5min)):
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DEBUG Segment 154 (GASS Hamilton Beats (5min)):
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DEBUG Segment 155 (GASS Hamilton Beats (5min)):
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DEBUG Segment 156 (GASS Hamilton Beats (5min)):
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DEBUG Segment 157 (GASS Hamilton Beats (5min)):
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DEBUG Segment 158 (GASS Hamilton Beats (5min)):
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DEBUG Segment 159 (GASS Hamilton Beats (5min)):
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DEBUG Segment 160 (GASS Hamilton Beats (5min)):
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DEBUG Segment 161 (GASS Hamilton Beats (5min)):
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DEBUG Segment 162 (GASS Hamilton Beats (5min)):
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DEBUG Segment 163 (GASS Hamilton Beats (5min)):
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DEBUG Segment 164 (GASS Hamilton Beats (5min)):
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DEBUG Segment 165 (GASS Hamilton Beats (5min)):
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DEBUG Segment 166 (GASS Hamilton Beats (5min)):
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DEBUG Segment 167 (GASS Hamilton Beats (5min)):
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DEBUG Segment 168 (GASS Hamilton Beats (5min)):
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DEBUG Segment 169 (GASS Hamilton Beats (5min)):
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DEBUG Segment 170 (GASS Hamilton Beats (5min)):
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DEBUG Segment 171 (GASS Hamilton Beats (5min)):
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DEBUG Segment 172 (GASS Hamilton Beats (5min)):
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DEBUG Segment 173 (GASS Hamilton Beats (5min)):
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DEBUG Segment 174 (GASS Hamilton Beats (5min)):
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DEBUG Segment 175 (GASS Hamilton Beats (5min)):
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DEBUG Segment 176 (GASS Hamilton Beats (5min)):
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DEBUG Segment 177 (GASS Hamilton Beats (5min)):
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DEBUG Segment 178 (GASS Hamilton Beats (5min)):
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DEBUG Segment 179 (GASS Hamilton Beats (5min)):
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DEBUG Segment 180 (GASS Hamilton Beats (5min)):
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DEBUG Segment 181 (GASS Hamilton Beats (5min)):
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DEBUG Segment 182 (GASS Hamilton Beats (5min)):
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DEBUG Segment 183 (GASS Hamilton Beats (5min)):
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DEBUG Segment 184 (GASS Hamilton Beats (5min)):
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DEBUG Segment 185 (GASS Hamilton Beats (5min)):
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DEBUG Segment 186 (GASS Hamilton Beats (5min)):
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DEBUG Segment 187 (GASS Hamilton Beats (5min)):
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DEBUG Segment 188 (GASS Hamilton Beats (5min)):
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DEBUG Segment 189 (GASS Hamilton Beats (5min)):
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DEBUG Segment 190 (GASS Hamilton Beats (5min)):
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DEBUG Segment 191 (GASS Hamilton Beats (5min)):
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DEBUG Segment 192 (GASS Hamilton Beats (5min)):
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DEBUG Segment 193 (GASS Hamilton Beats (5min)):
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DEBUG Segment 194 (GASS Hamilton Beats (5min)):
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DEBUG Segment 195 (GASS Hamilton Beats (5min)):
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DEBUG Segment 196 (GASS Hamilton Beats (5min)):
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DEBUG Segment 197 (GASS Hamilton Beats (5min)):
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DEBUG Segment 198 (GASS Hamilton Beats (5min)):
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DEBUG Segment 199 (GASS Hamilton Beats (5min)):
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DEBUG Segment 200 (GASS Hamilton Beats (5min)):
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DEBUG Segment 201 (GASS Hamilton Beats (5min)):
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DEBUG Segment 202 (GASS Hamilton Beats (5min)):
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DEBUG Segment 203 (GASS Hamilton Beats (5min)):
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DEBUG Segment 204 (GASS Hamilton Beats (5min)):
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DEBUG Segment 205 (GASS Hamilton Beats (5min)):
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DEBUG Segment 206 (GASS Hamilton Beats (5min)):
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DEBUG Segment 207 (GASS Hamilton Beats (5min)):
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DEBUG Segment 208 (GASS Hamilton Beats (5min)):
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DEBUG Segment 209 (GASS Hamilton Beats (5min)):
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DEBUG Segment 210 (GASS Hamilton Beats (5min)):
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DEBUG Segment 211 (GASS Hamilton Beats (5min)):
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DEBUG Segment 212 (GASS Hamilton Beats (5min)):
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DEBUG Segment 213 (GASS Hamilton Beats (5min)):
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DEBUG Segment 214 (GASS Hamilton Beats (5min)):
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DEBUG Segment 215 (GASS Hamilton Beats (5min)):
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DEBUG Segment 216 (GASS Hamilton Beats (5min)):
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DEBUG Segment 217 (GASS Hamilton Beats (5min)):
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DEBUG Segment 218 (GASS Hamilton Beats (5min)):
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DEBUG Segment 219 (GASS Hamilton Beats (5min)):
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DEBUG Segment 220 (GASS Hamilton Beats (5min)):
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DEBUG Segment 221 (GASS Hamilton Beats (5min)):
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DEBUG Segment 222 (GASS Hamilton Beats (5min)):
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DEBUG Segment 223 (GASS Hamilton Beats (5min)):
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DEBUG Segment 224 (GASS Hamilton Beats (5min)):
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DEBUG Segment 225 (GASS Hamilton Beats (5min)):
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DEBUG Segment 226 (GASS Hamilton Beats (5min)):
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DEBUG Segment 227 (GASS Hamilton Beats (5min)):
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DEBUG Segment 228 (GASS Hamilton Beats (5min)):
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DEBUG Segment 229 (GASS Hamilton Beats (5min)):
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DEBUG Segment 230 (GASS Hamilton Beats (5min)):
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DEBUG Segment 231 (GASS Hamilton Beats (5min)):
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DEBUG Segment 232 (GASS Hamilton Beats (5min)):
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DEBUG Segment 233 (GASS Hamilton Beats (5min)):
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DEBUG Segment 234 (GASS Hamilton Beats (5min)):
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DEBUG Segment 235 (GASS Hamilton Beats (5min)):
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DEBUG Segment 236 (GASS Hamilton Beats (5min)):
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DEBUG Segment 237 (GASS Hamilton Beats (5min)):
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DEBUG Segment 238 (GASS Hamilton Beats (5min)):
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DEBUG Segment 239 (GASS Hamilton Beats (5min)):
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DEBUG Segment 240 (GASS Hamilton Beats (5min)):
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DEBUG Segment 241 (GASS Hamilton Beats (5min)):
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DEBUG Segment 242 (GASS Hamilton Beats (5min)):
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DEBUG Segment 243 (GASS Hamilton Beats (5min)):
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DEBUG Segment 244 (GASS Hamilton Beats (5min)):
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DEBUG Segment 245 (GASS Hamilton Beats (5min)):
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DEBUG Segment 246 (GASS Hamilton Beats (5min)):
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DEBUG Segment 247 (GASS Hamilton Beats (5min)):
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DEBUG Segment 248 (GASS Hamilton Beats (5min)):
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DEBUG Segment 249 (GASS Hamilton Beats (5min)):
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DEBUG Segment 250 (GASS Hamilton Beats (5min)):
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DEBUG Segment 251 (GASS Hamilton Beats (5min)):
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DEBUG Segment 252 (GASS Hamilton Beats (5min)):
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DEBUG Segment 253 (GASS Hamilton Beats (5min)):
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DEBUG Segment 254 (GASS Hamilton Beats (5min)):
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DEBUG Segment 255 (GASS Hamilton Beats (5min)):
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DEBUG Segment 256 (GASS Hamilton Beats (5min)):
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DEBUG Segment 257 (GASS Hamilton Beats (5min)):
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DEBUG Segment 258 (GASS Hamilton Beats (5min)):
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DEBUG Segment 259 (GASS Hamilton Beats (5min)):
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DEBUG Segment 260 (GASS Hamilton Beats (5min)):
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DEBUG Segment 261 (GASS Hamilton Beats (5min)):
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DEBUG Segment 262 (GASS Hamilton Beats (5min)):
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DEBUG Segment 263 (GASS Hamilton Beats (5min)):
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DEBUG Segment 264 (GASS Hamilton Beats (5min)):
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DEBUG Segment 265 (GASS Hamilton Beats (5min)):
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DEBUG Segment 266 (GASS Hamilton Beats (5min)):
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DEBUG Segment 267 (GASS Hamilton Beats (5min)):
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DEBUG Segment 268 (GASS Hamilton Beats (5min)):
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DEBUG Segment 269 (GASS Hamilton Beats (5min)):
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DEBUG Segment 270 (GASS Hamilton Beats (5min)):
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DEBUG Segment 271 (GASS Hamilton Beats (5min)):
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DEBUG Segment 272 (GASS Hamilton Beats (5min)):
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DEBUG Segment 273 (GASS Hamilton Beats (5min)):
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DEBUG Segment 274 (GASS Hamilton Beats (5min)):
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DEBUG Segment 275 (GASS Hamilton Beats (5min)):
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DEBUG Segment 276 (GASS Hamilton Beats (5min)):
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DEBUG Segment 277 (GASS Hamilton Beats (5min)):
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DEBUG Segment 278 (GASS Hamilton Beats (5min)):
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DEBUG Segment 279 (GASS Hamilton Beats (5min)):
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DEBUG Segment 280 (GASS Hamilton Beats (5min)):
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DEBUG Segment 281 (GASS Hamilton Beats (5min)):
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DEBUG Segment 282 (GASS Hamilton Beats (5min)):
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DEBUG Segment 283 (GASS Hamilton Beats (5min)):
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DEBUG Segment 284 (GASS Hamilton Beats (5min)):
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DEBUG Segment 285 (GASS Hamilton Beats (5min)):
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DEBUG Segment 286 (GASS Hamilton Beats (5min)):
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DEBUG Segment 287 (GASS Hamilton Beats (5min)):
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DEBUG Segment 288 (GASS Hamilton Beats (5min)):
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DEBUG Segment 289 (GASS Hamilton Beats (5min)):
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DEBUG Segment 290 (GASS Hamilton Beats (5min)):
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DEBUG Segment 291 (GASS Hamilton Beats (5min)):
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DEBUG Segment 292 (GASS Hamilton Beats (5min)):
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DEBUG Segment 293 (GASS Hamilton Beats (5min)):
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DEBUG Segment 294 (GASS Hamilton Beats (5min)):
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DEBUG Segment 295 (GASS Hamilton Beats (5min)):
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DEBUG Segment 296 (GASS Hamilton Beats (5min)):
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DEBUG Segment 297 (GASS Hamilton Beats (5min)):
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DEBUG Segment 298 (GASS Hamilton Beats (5min)):
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DEBUG Segment 299 (GASS Hamilton Beats (5min)):
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DEBUG Segment 300 (GASS Hamilton Beats (5min)):
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DEBUG Segment 301 (GASS Hamilton Beats (5min)):
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DEBUG Segment 302 (GASS Hamilton Beats (5min)):
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DEBUG Segment 303 (GASS Hamilton Beats (5min)):
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DEBUG Segment 304 (GASS Hamilton Beats (5min)):
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DEBUG Segment 305 (GASS Hamilton Beats (5min)):
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DEBUG Segment 306 (GASS Hamilton Beats (5min)):
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DEBUG Segment 307 (GASS Hamilton Beats (5min)):
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DEBUG Segment 308 (GASS Hamilton Beats (5min)):
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DEBUG Segment 309 (GASS Hamilton Beats (5min)):
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DEBUG Segment 310 (GASS Hamilton Beats (5min)):
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DEBUG Segment 311 (GASS Hamilton Beats (5min)):
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DEBUG Segment 312 (GASS Hamilton Beats (5min)):
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DEBUG Segment 313 (GASS Hamilton Beats (5min)):
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DEBUG Segment 314 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-18 -18 -19 -28 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 315 (GASS Hamilton Beats (5min)):
Original[4:9]: [-32 -34 -30 -33 -35]
Recon[4:9]:    [-32 -34 -30 -33 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 316 (GASS Hamilton Beats (5min)):
Original[4:9]: [-34 -32 -38 -38 -37]
Recon[4:9]:    [-34 -32 -38 -38 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 317 (GASS Hamilton Beats (5min)):
Original[4:9]: [-14 -13 -14 -16 -19]
Recon[4:9]:    [-14 -13 -14 -16 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 318 (GASS Hamilton Beats (5min)):
Original[4:9]: [-39 -36 -40 -43 -45]
Recon[4:9]:    [-39 -36 -40 -43 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 319 (GASS Hamilton Beats (5min)):
Original[4:9]: [-50 -55 -53 -51 -48]
Recon[4:9]:    [-50 -55 -53 -51 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 320 (GASS Hamilton Beats (5min)):
Original[4:9]: [-39 -42 -39 -37 -39]
Recon[4:9]:    [-39 -42 -39 -37 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 321 (GASS Hamilton Beats (5min)):
Original[4:9]: [-58 -55 -55 -54 -55]
Recon[4:9]:    [-58 -55 -55 -54 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 322 (GASS Hamilton Beats (5min)):
Original[4:9]: [-53 -56 -57 -52 -46]
Recon[4:9]:    [-53 -56 -57 -52 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 323 (GASS Hamilton Beats (5min)):
Original[4:9]: [-54 -56 -57 -59 -57]
Recon[4:9]:    [-54 -56 -57 -59 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 324 (GASS Hamilton Beats (5min)):
Original[4:9]: [-61 -61 -61 -64 -63]
Recon[4:9]:    [-61 -61 -61 -64 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 325 (GASS Hamilton Beats (5min)):
Original[4:9]: [-48 -50 -54 -55 -55]
Recon[4:9]:    [-48 -50 -54 -55 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 326 (GASS Hamilton Beats (5min)):
Original[4:9]: [-45 -47 -52 -51 -49]
Recon[4:9]:    [-45 -47 -52 -51 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 327 (GASS Hamilton Beats (5min)):
Original[4:9]: [-53 -53 -50 -53 -55]
Recon[4:9]:    [-53 -53 -50 -53 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 328 (GASS Hamilton Beats (5min)):
Original[4:9]: [-38 -41 -43 -43 -42]
Recon[4:9]:    [-38 -41 -43 -43 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 329 (GASS Hamilton Beats (5min)):
Original[4:9]: [-41 -43 -42 -39 -44]
Recon[4:9]:    [-41 -43 -42 -39 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 330 (GASS Hamilton Beats (5min)):
Original[4:9]: [-36 -39 -40 -43 -44]
Recon[4:9]:    [-36 -39 -40 -43 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 331 (GASS Hamilton Beats (5min)):
Original[4:9]: [-36 -36 -38 -41 -42]
Recon[4:9]:    [-36 -36 -38 -41 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 332 (GASS Hamilton Beats (5min)):
Original[4:9]: [-48 -45 -45 -45 -47]
Recon[4:9]:    [-48 -45 -45 -45 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 333 (GASS Hamilton Beats (5min)):
Original[4:9]: [-42 -42 -39 -40 -39]
Recon[4:9]:    [-42 -42 -39 -40 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 334 (GASS Hamilton Beats (5min)):
Original[4:9]: [-27 -25 -28 -33 -37]
Recon[4:9]:    [-27 -25 -28 -33 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 335 (GASS Hamilton Beats (5min)):
Original[4:9]: [-41 -44 -43 -41 -40]
Recon[4:9]:    [-41 -44 -43 -41 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 336 (GASS Hamilton Beats (5min)):
Original[4:9]: [-38 -41 -40 -39 -40]
Recon[4:9]:    [-38 -41 -40 -39 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 337 (GASS Hamilton Beats (5min)):
Original[4:9]: [-17 -18 -22 -27 -28]
Recon[4:9]:    [-17 -18 -22 -27 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 338 (GASS Hamilton Beats (5min)):
Original[4:9]: [-52 -48 -51 -52 -55]
Recon[4:9]:    [-52 -48 -51 -52 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 339 (GASS Hamilton Beats (5min)):
Original[4:9]: [-60 -58 -59 -60 -63]
Recon[4:9]:    [-60 -58 -59 -60 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 340 (GASS Hamilton Beats (5min)):
Original[4:9]: [-57 -56 -53 -52 -52]
Recon[4:9]:    [-57 -56 -53 -52 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 341 (GASS Hamilton Beats (5min)):
Original[4:9]: [-61 -60 -58 -60 -65]
Recon[4:9]:    [-61 -60 -58 -60 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 342 (GASS Hamilton Beats (5min)):
Original[4:9]: [-59 -62 -63 -63 -60]
Recon[4:9]:    [-59 -62 -63 -63 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 343 (GASS Hamilton Beats (5min)):
Original[4:9]: [-43 -45 -45 -43 -40]
Recon[4:9]:    [-43 -45 -45 -43 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 344 (GASS Hamilton Beats (5min)):
Original[4:9]: [-46 -48 -47 -46 -45]
Recon[4:9]:    [-46 -48 -47 -46 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 345 (GASS Hamilton Beats (5min)):
Original[4:9]: [-56 -54 -55 -57 -59]
Recon[4:9]:    [-56 -54 -55 -57 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 346 (GASS Hamilton Beats (5min)):
Original[4:9]: [-40 -40 -43 -46 -44]
Recon[4:9]:    [-40 -40 -43 -46 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 347 (GASS Hamilton Beats (5min)):
Original[4:9]: [-52 -54 -52 -51 -54]
Recon[4:9]:    [-52 -54 -52 -51 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 348 (GASS Hamilton Beats (5min)):
Original[4:9]: [-53 -53 -54 -53 -52]
Recon[4:9]:    [-53 -53 -54 -53 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 349 (GASS Hamilton Beats (5min)):
Original[4:9]: [-32 -32 -34 -32 -35]
Recon[4:9]:    [-32 -32 -34 -32 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 350 (GASS Hamilton Beats (5min)):
Original[4:9]: [-45 -43 -43 -41 -43]
Recon[4:9]:    [-45 -43 -43 -41 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 351 (GASS Hamilton Beats (5min)):
Original[4:9]: [-41 -43 -48 -48 -51]
Recon[4:9]:    [-41 -43 -48 -48 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 352 (GASS Hamilton Beats (5min)):
Original[4:9]: [-35 -32 -29 -30 -35]
Recon[4:9]:    [-35 -32 -29 -30 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 353 (GASS Hamilton Beats (5min)):
Original[4:9]: [-46 -49 -52 -54 -53]
Recon[4:9]:    [-46 -49 -52 -54 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 354 (GASS Hamilton Beats (5min)):
Original[4:9]: [-44 -44 -43 -43 -44]
Recon[4:9]:    [-44 -44 -43 -43 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 355 (GASS Hamilton Beats (5min)):
Original[4:9]: [-27 -29 -29 -29 -27]
Recon[4:9]:    [-27 -29 -29 -29 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 356 (GASS Hamilton Beats (5min)):
Original[4:9]: [-37 -39 -44 -42 -40]
Recon[4:9]:    [-37 -39 -44 -42 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 357 (GASS Hamilton Beats (5min)):
Original[4:9]: [-42 -41 -41 -41 -42]
Recon[4:9]:    [-42 -41 -41 -41 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 358 (GASS Hamilton Beats (5min)):
Original[4:9]: [-42 -40 -46 -45 -47]
Recon[4:9]:    [-42 -40 -46 -45 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 359 (GASS Hamilton Beats (5min)):
Original[4:9]: [-63 -62 -60 -59 -63]
Recon[4:9]:    [-63 -62 -60 -59 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 360 (GASS Hamilton Beats (5min)):
Original[4:9]: [-70 -72 -72 -69 -68]
Recon[4:9]:    [-70 -72 -72 -69 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 361 (GASS Hamilton Beats (5min)):
Original[4:9]: [-55 -55 -54 -57 -57]
Recon[4:9]:    [-55 -55 -54 -57 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 362 (GASS Hamilton Beats (5min)):
Original[4:9]: [-68 -64 -62 -65 -63]
Recon[4:9]:    [-68 -64 -62 -65 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 363 (GASS Hamilton Beats (5min)):
Original[4:9]: [-58 -60 -61 -57 -57]
Recon[4:9]:    [-58 -60 -61 -57 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 364 (GASS Hamilton Beats (5min)):
Original[4:9]: [-40 -41 -40 -40 -41]
Recon[4:9]:    [-40 -41 -40 -40 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 365 (GASS Hamilton Beats (5min)):
Original[4:9]: [-38 -38 -41 -45 -45]
Recon[4:9]:    [-38 -38 -41 -45 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- GASS Hamilton Beats (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added GASS results for Hamilton Beats: CR Rice=2.121, CR Huff=2.294, mean L2=14.28489

=== Record 104 ===

Loading FULL record 104 (ADC units)...
Loaded 650000 ADC samples at 360 Hz
Best params for LMS Block 512 (10s): {'order': 4, 'mu': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (LMS Block 512 (5min)):
Original[4:9]: [-30 -30 -30 -30 -29]
Recon[4:9]:    [-30 -30 -30 -30 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (LMS Block 512 (5min)):
Original[4:9]: [-42 -45 -47 -48 -46]
Recon[4:9]:    [-42 -45 -47 -48 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (LMS Block 512 (5min)):
Original[4:9]: [1 3 5 8 5]
Recon[4:9]:    [1 3 5 8 5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (LMS Block 512 (5min)):
Original[4:9]: [-109 -111 -116 -116 -118]
Recon[4:9]:    [-109 -111 -116 -116 -118]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (LMS Block 512 (5min)):
Original[4:9]: [-53 -54 -49 -44 -36]
Recon[4:9]:    [-53 -54 -49 -44 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (LMS Block 512 (5min)):
Original[4:9]: [-58 -55 -57 -59 -58]
Recon[4:9]:    [-58 -55 -57 -59 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (LMS Block 512 (5min)):
Original[4:9]: [-4 -4 -6 -8 -4]
Recon[4:9]:    [-4 -4 -6 -8 -4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (LMS Block 512 (5min)):
Original[4:9]: [-111 -112 -113 -112 -114]
Recon[4:9]:    [-111 -112 -113 -112 -114]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (LMS Block 512 (5min)):
Original[4:9]: [187 164  83  24   7]
Recon[4:9]:    [187 164  83  24   7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (LMS Block 512 (5min)):
Original[4:9]: [-40 -41 -44 -44 -43]
Recon[4:9]:    [-40 -41 -44 -44 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (LMS Block 512 (5min)):
Original[4:9]: [33 34 38 40 39]
Recon[4:9]:    [33 34 38 40 39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (LMS Block 512 (5min)):
Original[4:9]: [-107 -104 -103 -106 -109]
Recon[4:9]:    [-107 -104 -103 -106 -109]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (LMS Block 512 (5min)):
Original[4:9]: [29 21 14 15 13]
Recon[4:9]:    [29 21 14 15 13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (LMS Block 512 (5min)):
Original[4:9]: [-45 -44 -45 -43 -44]
Recon[4:9]:    [-45 -44 -45 -43 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (LMS Block 512 (5min)):
Original[4:9]: [-8  1  3  3 -1]
Recon[4:9]:    [-8  1  3  3 -1]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (LMS Block 512 (5min)):
Original[4:9]: [-153 -152 -155 -158 -157]
Recon[4:9]:    [-153 -152 -155 -158 -157]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (LMS Block 512 (5min)):
Original[4:9]: [-79 -69 -49 -28 -19]
Recon[4:9]:    [-79 -69 -49 -28 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (LMS Block 512 (5min)):
Original[4:9]: [11 12 13 13 16]
Recon[4:9]:    [11 12 13 13 16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (LMS Block 512 (5min)):
Original[4:9]: [65 65 65 70 75]
Recon[4:9]:    [65 65 65 70 75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (LMS Block 512 (5min)):
Original[4:9]: [-86 -86 -86 -88 -91]
Recon[4:9]:    [-86 -86 -86 -88 -91]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (LMS Block 512 (5min)):
Original[4:9]: [-30 -27 -30 -36 -38]
Recon[4:9]:    [-30 -27 -30 -36 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (LMS Block 512 (5min)):
Original[4:9]: [-53 -57 -56 -57 -54]
Recon[4:9]:    [-53 -57 -56 -57 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (LMS Block 512 (5min)):
Original[4:9]: [-21 -17 -15 -13 -16]
Recon[4:9]:    [-21 -17 -15 -13 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (LMS Block 512 (5min)):
Original[4:9]: [ -96  -97 -100 -102  -98]
Recon[4:9]:    [ -96  -97 -100 -102  -98]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (LMS Block 512 (5min)):
Original[4:9]: [-28 -32 -29 -22 -21]
Recon[4:9]:    [-28 -32 -29 -22 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (LMS Block 512 (5min)):
Original[4:9]: [-37 -36 -38 -39 -42]
Recon[4:9]:    [-37 -36 -38 -39 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (LMS Block 512 (5min)):
Original[4:9]: [2 2 2 2 4]
Recon[4:9]:    [2 2 2 2 4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (LMS Block 512 (5min)):
Original[4:9]: [-64 -64 -67 -66 -71]
Recon[4:9]:    [-64 -64 -67 -66 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (LMS Block 512 (5min)):
Original[4:9]: [31  3  6 12  8]
Recon[4:9]:    [31  3  6 12  8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (LMS Block 512 (5min)):
Original[4:9]: [-43 -45 -48 -45 -42]
Recon[4:9]:    [-43 -45 -48 -45 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (LMS Block 512 (5min)):
Original[4:9]: [ 9 13 20 25 25]
Recon[4:9]:    [ 9 13 20 25 25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (LMS Block 512 (5min)):
Original[4:9]: [-124 -122 -123 -127 -128]
Recon[4:9]:    [-124 -122 -123 -127 -128]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (LMS Block 512 (5min)):
Original[4:9]: [154 162  89  23   4]
Recon[4:9]:    [154 162  89  23   4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (LMS Block 512 (5min)):
Original[4:9]: [-48 -49 -49 -46 -50]
Recon[4:9]:    [-48 -49 -49 -46 -50]
Raw difference: [0 0 0 0 0]
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DEBUG Segment 34 (LMS Block 512 (5min)):
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DEBUG Segment 35 (LMS Block 512 (5min)):
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DEBUG Segment 36 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 37 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 38 (LMS Block 512 (5min)):
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DEBUG Segment 39 (LMS Block 512 (5min)):
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DEBUG Segment 40 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 41 (LMS Block 512 (5min)):
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DEBUG Segment 42 (LMS Block 512 (5min)):
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DEBUG Segment 43 (LMS Block 512 (5min)):
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DEBUG Segment 44 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 45 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 46 (LMS Block 512 (5min)):
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DEBUG Segment 47 (LMS Block 512 (5min)):
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DEBUG Segment 48 (LMS Block 512 (5min)):
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DEBUG Segment 49 (LMS Block 512 (5min)):
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DEBUG Segment 50 (LMS Block 512 (5min)):
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DEBUG Segment 51 (LMS Block 512 (5min)):
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DEBUG Segment 52 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 53 (LMS Block 512 (5min)):
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DEBUG Segment 54 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 55 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 56 (LMS Block 512 (5min)):
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DEBUG Segment 57 (LMS Block 512 (5min)):
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DEBUG Segment 58 (LMS Block 512 (5min)):
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DEBUG Segment 59 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 60 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 61 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 62 (LMS Block 512 (5min)):
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DEBUG Segment 63 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 64 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 65 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 66 (LMS Block 512 (5min)):
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DEBUG Segment 67 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 68 (LMS Block 512 (5min)):
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DEBUG Segment 69 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 70 (LMS Block 512 (5min)):
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DEBUG Segment 71 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 72 (LMS Block 512 (5min)):
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Recon[4:9]:    [-161 -161 -157 -150 -143]
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L2 calculation: 0.0

DEBUG Segment 73 (LMS Block 512 (5min)):
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Recon[4:9]:    [-53 -51 -50 -53 -55]
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L2 calculation: 0.0

DEBUG Segment 74 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 75 (LMS Block 512 (5min)):
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DEBUG Segment 76 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 77 (LMS Block 512 (5min)):
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DEBUG Segment 78 (LMS Block 512 (5min)):
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DEBUG Segment 79 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 80 (LMS Block 512 (5min)):
Original[4:9]: [-70 -66 -68 -66 -60]
Recon[4:9]:    [-70 -66 -68 -66 -60]
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L2 calculation: 0.0

DEBUG Segment 81 (LMS Block 512 (5min)):
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Recon[4:9]:    [-76 -78 -81 -83 -79]
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DEBUG Segment 82 (LMS Block 512 (5min)):
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DEBUG Segment 83 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 84 (LMS Block 512 (5min)):
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DEBUG Segment 85 (LMS Block 512 (5min)):
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DEBUG Segment 86 (LMS Block 512 (5min)):
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DEBUG Segment 87 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 88 (LMS Block 512 (5min)):
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DEBUG Segment 89 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 90 (LMS Block 512 (5min)):
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DEBUG Segment 91 (LMS Block 512 (5min)):
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DEBUG Segment 92 (LMS Block 512 (5min)):
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DEBUG Segment 93 (LMS Block 512 (5min)):
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DEBUG Segment 94 (LMS Block 512 (5min)):
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DEBUG Segment 95 (LMS Block 512 (5min)):
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DEBUG Segment 96 (LMS Block 512 (5min)):
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DEBUG Segment 97 (LMS Block 512 (5min)):
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DEBUG Segment 98 (LMS Block 512 (5min)):
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DEBUG Segment 99 (LMS Block 512 (5min)):
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DEBUG Segment 100 (LMS Block 512 (5min)):
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DEBUG Segment 101 (LMS Block 512 (5min)):
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DEBUG Segment 102 (LMS Block 512 (5min)):
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DEBUG Segment 103 (LMS Block 512 (5min)):
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DEBUG Segment 104 (LMS Block 512 (5min)):
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DEBUG Segment 105 (LMS Block 512 (5min)):
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DEBUG Segment 106 (LMS Block 512 (5min)):
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DEBUG Segment 107 (LMS Block 512 (5min)):
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DEBUG Segment 108 (LMS Block 512 (5min)):
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DEBUG Segment 109 (LMS Block 512 (5min)):
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DEBUG Segment 110 (LMS Block 512 (5min)):
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DEBUG Segment 111 (LMS Block 512 (5min)):
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DEBUG Segment 112 (LMS Block 512 (5min)):
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DEBUG Segment 113 (LMS Block 512 (5min)):
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DEBUG Segment 114 (LMS Block 512 (5min)):
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DEBUG Segment 115 (LMS Block 512 (5min)):
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DEBUG Segment 116 (LMS Block 512 (5min)):
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DEBUG Segment 117 (LMS Block 512 (5min)):
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DEBUG Segment 118 (LMS Block 512 (5min)):
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DEBUG Segment 119 (LMS Block 512 (5min)):
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DEBUG Segment 120 (LMS Block 512 (5min)):
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DEBUG Segment 121 (LMS Block 512 (5min)):
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DEBUG Segment 122 (LMS Block 512 (5min)):
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DEBUG Segment 123 (LMS Block 512 (5min)):
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DEBUG Segment 124 (LMS Block 512 (5min)):
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DEBUG Segment 125 (LMS Block 512 (5min)):
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DEBUG Segment 126 (LMS Block 512 (5min)):
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DEBUG Segment 127 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 128 (LMS Block 512 (5min)):
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DEBUG Segment 129 (LMS Block 512 (5min)):
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DEBUG Segment 130 (LMS Block 512 (5min)):
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DEBUG Segment 131 (LMS Block 512 (5min)):
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DEBUG Segment 132 (LMS Block 512 (5min)):
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DEBUG Segment 133 (LMS Block 512 (5min)):
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DEBUG Segment 134 (LMS Block 512 (5min)):
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DEBUG Segment 135 (LMS Block 512 (5min)):
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DEBUG Segment 136 (LMS Block 512 (5min)):
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DEBUG Segment 137 (LMS Block 512 (5min)):
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DEBUG Segment 138 (LMS Block 512 (5min)):
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DEBUG Segment 139 (LMS Block 512 (5min)):
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DEBUG Segment 140 (LMS Block 512 (5min)):
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DEBUG Segment 141 (LMS Block 512 (5min)):
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DEBUG Segment 142 (LMS Block 512 (5min)):
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DEBUG Segment 143 (LMS Block 512 (5min)):
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DEBUG Segment 144 (LMS Block 512 (5min)):
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DEBUG Segment 145 (LMS Block 512 (5min)):
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DEBUG Segment 146 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 147 (LMS Block 512 (5min)):
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DEBUG Segment 148 (LMS Block 512 (5min)):
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DEBUG Segment 149 (LMS Block 512 (5min)):
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DEBUG Segment 150 (LMS Block 512 (5min)):
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DEBUG Segment 151 (LMS Block 512 (5min)):
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DEBUG Segment 152 (LMS Block 512 (5min)):
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DEBUG Segment 153 (LMS Block 512 (5min)):
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DEBUG Segment 154 (LMS Block 512 (5min)):
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DEBUG Segment 155 (LMS Block 512 (5min)):
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DEBUG Segment 156 (LMS Block 512 (5min)):
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DEBUG Segment 157 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 158 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 159 (LMS Block 512 (5min)):
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DEBUG Segment 160 (LMS Block 512 (5min)):
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DEBUG Segment 161 (LMS Block 512 (5min)):
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DEBUG Segment 162 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 163 (LMS Block 512 (5min)):
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DEBUG Segment 164 (LMS Block 512 (5min)):
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DEBUG Segment 165 (LMS Block 512 (5min)):
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DEBUG Segment 166 (LMS Block 512 (5min)):
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DEBUG Segment 167 (LMS Block 512 (5min)):
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DEBUG Segment 168 (LMS Block 512 (5min)):
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DEBUG Segment 169 (LMS Block 512 (5min)):
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DEBUG Segment 170 (LMS Block 512 (5min)):
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DEBUG Segment 171 (LMS Block 512 (5min)):
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DEBUG Segment 172 (LMS Block 512 (5min)):
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DEBUG Segment 173 (LMS Block 512 (5min)):
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DEBUG Segment 174 (LMS Block 512 (5min)):
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DEBUG Segment 175 (LMS Block 512 (5min)):
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DEBUG Segment 176 (LMS Block 512 (5min)):
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DEBUG Segment 177 (LMS Block 512 (5min)):
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DEBUG Segment 178 (LMS Block 512 (5min)):
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DEBUG Segment 179 (LMS Block 512 (5min)):
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DEBUG Segment 180 (LMS Block 512 (5min)):
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DEBUG Segment 181 (LMS Block 512 (5min)):
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DEBUG Segment 182 (LMS Block 512 (5min)):
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DEBUG Segment 183 (LMS Block 512 (5min)):
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DEBUG Segment 184 (LMS Block 512 (5min)):
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DEBUG Segment 185 (LMS Block 512 (5min)):
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DEBUG Segment 186 (LMS Block 512 (5min)):
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DEBUG Segment 187 (LMS Block 512 (5min)):
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DEBUG Segment 188 (LMS Block 512 (5min)):
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DEBUG Segment 189 (LMS Block 512 (5min)):
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DEBUG Segment 190 (LMS Block 512 (5min)):
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DEBUG Segment 191 (LMS Block 512 (5min)):
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DEBUG Segment 192 (LMS Block 512 (5min)):
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DEBUG Segment 193 (LMS Block 512 (5min)):
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DEBUG Segment 194 (LMS Block 512 (5min)):
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DEBUG Segment 195 (LMS Block 512 (5min)):
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DEBUG Segment 196 (LMS Block 512 (5min)):
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DEBUG Segment 197 (LMS Block 512 (5min)):
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DEBUG Segment 198 (LMS Block 512 (5min)):
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DEBUG Segment 199 (LMS Block 512 (5min)):
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DEBUG Segment 200 (LMS Block 512 (5min)):
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DEBUG Segment 201 (LMS Block 512 (5min)):
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DEBUG Segment 202 (LMS Block 512 (5min)):
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DEBUG Segment 203 (LMS Block 512 (5min)):
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DEBUG Segment 204 (LMS Block 512 (5min)):
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DEBUG Segment 205 (LMS Block 512 (5min)):
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DEBUG Segment 206 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 207 (LMS Block 512 (5min)):
Original[4:9]: [7 7 4 5 6]
Recon[4:9]:    [7 7 4 5 6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 208 (LMS Block 512 (5min)):
Original[4:9]: [-51 -46 -42 -40 -42]
Recon[4:9]:    [-51 -46 -42 -40 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 209 (LMS Block 512 (5min)):
Original[4:9]: [-111 -114 -117 -120 -119]
Recon[4:9]:    [-111 -114 -117 -120 -119]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 210 (LMS Block 512 (5min)):
Original[4:9]: [ -87  -89  -96 -102  -98]
Recon[4:9]:    [ -87  -89  -96 -102  -98]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- LMS Block 512 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added LMS results for Block 512: CR Rice=1.695, CR Huff=1.754, mean L2=25.79741
Best params for NLMS Block 512 (10s): {'order': 4, 'mu': 0.01} (avg l2-norm=0.00000)

DEBUG Segment 0 (NLMS Block 512 (5min)):
Original[4:9]: [-30 -30 -30 -30 -29]
Recon[4:9]:    [-30 -30 -30 -30 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (NLMS Block 512 (5min)):
Original[4:9]: [-42 -45 -47 -48 -46]
Recon[4:9]:    [-42 -45 -47 -48 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (NLMS Block 512 (5min)):
Original[4:9]: [1 3 5 8 5]
Recon[4:9]:    [1 3 5 8 5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (NLMS Block 512 (5min)):
Original[4:9]: [-109 -111 -116 -116 -118]
Recon[4:9]:    [-109 -111 -116 -116 -118]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (NLMS Block 512 (5min)):
Original[4:9]: [-53 -54 -49 -44 -36]
Recon[4:9]:    [-53 -54 -49 -44 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (NLMS Block 512 (5min)):
Original[4:9]: [-58 -55 -57 -59 -58]
Recon[4:9]:    [-58 -55 -57 -59 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (NLMS Block 512 (5min)):
Original[4:9]: [-4 -4 -6 -8 -4]
Recon[4:9]:    [-4 -4 -6 -8 -4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (NLMS Block 512 (5min)):
Original[4:9]: [-111 -112 -113 -112 -114]
Recon[4:9]:    [-111 -112 -113 -112 -114]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (NLMS Block 512 (5min)):
Original[4:9]: [187 164  83  24   7]
Recon[4:9]:    [187 164  83  24   7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (NLMS Block 512 (5min)):
Original[4:9]: [-40 -41 -44 -44 -43]
Recon[4:9]:    [-40 -41 -44 -44 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (NLMS Block 512 (5min)):
Original[4:9]: [33 34 38 40 39]
Recon[4:9]:    [33 34 38 40 39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (NLMS Block 512 (5min)):
Original[4:9]: [-107 -104 -103 -106 -109]
Recon[4:9]:    [-107 -104 -103 -106 -109]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (NLMS Block 512 (5min)):
Original[4:9]: [29 21 14 15 13]
Recon[4:9]:    [29 21 14 15 13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (NLMS Block 512 (5min)):
Original[4:9]: [-45 -44 -45 -43 -44]
Recon[4:9]:    [-45 -44 -45 -43 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (NLMS Block 512 (5min)):
Original[4:9]: [-8  1  3  3 -1]
Recon[4:9]:    [-8  1  3  3 -1]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (NLMS Block 512 (5min)):
Original[4:9]: [-153 -152 -155 -158 -157]
Recon[4:9]:    [-153 -152 -155 -158 -157]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (NLMS Block 512 (5min)):
Original[4:9]: [-79 -69 -49 -28 -19]
Recon[4:9]:    [-79 -69 -49 -28 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (NLMS Block 512 (5min)):
Original[4:9]: [11 12 13 13 16]
Recon[4:9]:    [11 12 13 13 16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (NLMS Block 512 (5min)):
Original[4:9]: [65 65 65 70 75]
Recon[4:9]:    [65 65 65 70 75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (NLMS Block 512 (5min)):
Original[4:9]: [-86 -86 -86 -88 -91]
Recon[4:9]:    [-86 -86 -86 -88 -91]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (NLMS Block 512 (5min)):
Original[4:9]: [-30 -27 -30 -36 -38]
Recon[4:9]:    [-30 -27 -30 -36 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (NLMS Block 512 (5min)):
Original[4:9]: [-53 -57 -56 -57 -54]
Recon[4:9]:    [-53 -57 -56 -57 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (NLMS Block 512 (5min)):
Original[4:9]: [-21 -17 -15 -13 -16]
Recon[4:9]:    [-21 -17 -15 -13 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (NLMS Block 512 (5min)):
Original[4:9]: [ -96  -97 -100 -102  -98]
Recon[4:9]:    [ -96  -97 -100 -102  -98]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (NLMS Block 512 (5min)):
Original[4:9]: [-28 -32 -29 -22 -21]
Recon[4:9]:    [-28 -32 -29 -22 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (NLMS Block 512 (5min)):
Original[4:9]: [-37 -36 -38 -39 -42]
Recon[4:9]:    [-37 -36 -38 -39 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (NLMS Block 512 (5min)):
Original[4:9]: [2 2 2 2 4]
Recon[4:9]:    [2 2 2 2 4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (NLMS Block 512 (5min)):
Original[4:9]: [-64 -64 -67 -66 -71]
Recon[4:9]:    [-64 -64 -67 -66 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (NLMS Block 512 (5min)):
Original[4:9]: [31  3  6 12  8]
Recon[4:9]:    [31  3  6 12  8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (NLMS Block 512 (5min)):
Original[4:9]: [-43 -45 -48 -45 -42]
Recon[4:9]:    [-43 -45 -48 -45 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (NLMS Block 512 (5min)):
Original[4:9]: [ 9 13 20 25 25]
Recon[4:9]:    [ 9 13 20 25 25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (NLMS Block 512 (5min)):
Original[4:9]: [-124 -122 -123 -127 -128]
Recon[4:9]:    [-124 -122 -123 -127 -128]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (NLMS Block 512 (5min)):
Original[4:9]: [154 162  89  23   4]
Recon[4:9]:    [154 162  89  23   4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (NLMS Block 512 (5min)):
Original[4:9]: [-48 -49 -49 -46 -50]
Recon[4:9]:    [-48 -49 -49 -46 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (NLMS Block 512 (5min)):
Original[4:9]: [20 23 21 21 20]
Recon[4:9]:    [20 23 21 21 20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (NLMS Block 512 (5min)):
Original[4:9]: [-53 -52 -46 -41 -39]
Recon[4:9]:    [-53 -52 -46 -41 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (NLMS Block 512 (5min)):
Original[4:9]: [-19 -16 -13 -11  -7]
Recon[4:9]:    [-19 -16 -13 -11  -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (NLMS Block 512 (5min)):
Original[4:9]: [-37 -36 -37 -39 -38]
Recon[4:9]:    [-37 -36 -37 -39 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (NLMS Block 512 (5min)):
Original[4:9]: [-11 -13 -11 -11  -9]
Recon[4:9]:    [-11 -13 -11 -11  -9]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (NLMS Block 512 (5min)):
Original[4:9]: [-91 -88 -85 -81 -82]
Recon[4:9]:    [-91 -88 -85 -81 -82]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (NLMS Block 512 (5min)):
Original[4:9]: [ 32  48  70  92 107]
Recon[4:9]:    [ 32  48  70  92 107]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (NLMS Block 512 (5min)):
Original[4:9]: [-73 -71 -67 -61 -60]
Recon[4:9]:    [-73 -71 -67 -61 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (NLMS Block 512 (5min)):
Original[4:9]: [-33 -33 -33 -35 -35]
Recon[4:9]:    [-33 -33 -33 -35 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (NLMS Block 512 (5min)):
Original[4:9]: [-69 -70 -68 -67 -65]
Recon[4:9]:    [-69 -70 -68 -67 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (NLMS Block 512 (5min)):
Original[4:9]: [215 217 155  97 106]
Recon[4:9]:    [215 217 155  97 106]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (NLMS Block 512 (5min)):
Original[4:9]: [-26 -13 -11 -18 -29]
Recon[4:9]:    [-26 -13 -11 -18 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (NLMS Block 512 (5min)):
Original[4:9]: [-42 -20 -13 -13 -15]
Recon[4:9]:    [-42 -20 -13 -13 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (NLMS Block 512 (5min)):
Original[4:9]: [-39 -37 -38 -41 -42]
Recon[4:9]:    [-39 -37 -38 -41 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (NLMS Block 512 (5min)):
Original[4:9]: [-48 -46 -47 -42 -34]
Recon[4:9]:    [-48 -46 -47 -42 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (NLMS Block 512 (5min)):
Original[4:9]: [-67 -67 -71 -68 -68]
Recon[4:9]:    [-67 -67 -71 -68 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (NLMS Block 512 (5min)):
Original[4:9]: [-44 -42 -44 -45 -50]
Recon[4:9]:    [-44 -42 -44 -45 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (NLMS Block 512 (5min)):
Original[4:9]: [-75 -73 -71 -69 -67]
Recon[4:9]:    [-75 -73 -71 -69 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (NLMS Block 512 (5min)):
Original[4:9]: [-27 -14  28 122 176]
Recon[4:9]:    [-27 -14  28 122 176]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 53 (NLMS Block 512 (5min)):
Original[4:9]: [-64 -63 -63 -66 -68]
Recon[4:9]:    [-64 -63 -63 -66 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 54 (NLMS Block 512 (5min)):
Original[4:9]: [-54 -56 -57 -58 -57]
Recon[4:9]:    [-54 -56 -57 -58 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 55 (NLMS Block 512 (5min)):
Original[4:9]: [-13 -10  -9  -9  -8]
Recon[4:9]:    [-13 -10  -9  -9  -8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 56 (NLMS Block 512 (5min)):
Original[4:9]: [-14 -46 -40 -36 -40]
Recon[4:9]:    [-14 -46 -40 -36 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 57 (NLMS Block 512 (5min)):
Original[4:9]: [-78 -79 -76 -77 -79]
Recon[4:9]:    [-78 -79 -76 -77 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 58 (NLMS Block 512 (5min)):
Original[4:9]: [-70 -74 -72 -70 -69]
Recon[4:9]:    [-70 -74 -72 -70 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 59 (NLMS Block 512 (5min)):
Original[4:9]: [-92 -86 -85 -89 -91]
Recon[4:9]:    [-92 -86 -85 -89 -91]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 60 (NLMS Block 512 (5min)):
Original[4:9]: [19 14  6  5  8]
Recon[4:9]:    [19 14  6  5  8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 61 (NLMS Block 512 (5min)):
Original[4:9]: [-76 -74 -73 -71 -72]
Recon[4:9]:    [-76 -74 -73 -71 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 62 (NLMS Block 512 (5min)):
Original[4:9]: [-25 -25 -25 -29 -31]
Recon[4:9]:    [-25 -25 -25 -29 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 63 (NLMS Block 512 (5min)):
Original[4:9]: [12  9  9 11 13]
Recon[4:9]:    [12  9  9 11 13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 64 (NLMS Block 512 (5min)):
Original[4:9]: [-80 -82 -81 -79 -79]
Recon[4:9]:    [-80 -82 -81 -79 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 65 (NLMS Block 512 (5min)):
Original[4:9]: [-43 -39 -40 -42 -44]
Recon[4:9]:    [-43 -39 -40 -42 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 66 (NLMS Block 512 (5min)):
Original[4:9]: [-35 -34 -34 -32 -34]
Recon[4:9]:    [-35 -34 -34 -32 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 67 (NLMS Block 512 (5min)):
Original[4:9]: [18 21 23 24 22]
Recon[4:9]:    [18 21 23 24 22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 68 (NLMS Block 512 (5min)):
Original[4:9]: [ -80  -94 -112 -124 -133]
Recon[4:9]:    [ -80  -94 -112 -124 -133]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 69 (NLMS Block 512 (5min)):
Original[4:9]: [-59 -58 -58 -55 -55]
Recon[4:9]:    [-59 -58 -58 -55 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 70 (NLMS Block 512 (5min)):
Original[4:9]: [-53 -53 -49 -48 -49]
Recon[4:9]:    [-53 -53 -49 -48 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 71 (NLMS Block 512 (5min)):
Original[4:9]: [25 24 23 22 21]
Recon[4:9]:    [25 24 23 22 21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 72 (NLMS Block 512 (5min)):
Original[4:9]: [-161 -161 -157 -150 -143]
Recon[4:9]:    [-161 -161 -157 -150 -143]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 73 (NLMS Block 512 (5min)):
Original[4:9]: [-53 -51 -50 -53 -55]
Recon[4:9]:    [-53 -51 -50 -53 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 74 (NLMS Block 512 (5min)):
Original[4:9]: [ -9 -14 -16 -18 -17]
Recon[4:9]:    [ -9 -14 -16 -18 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 75 (NLMS Block 512 (5min)):
Original[4:9]: [-20 -21 -25 -21 -20]
Recon[4:9]:    [-20 -21 -25 -21 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 76 (NLMS Block 512 (5min)):
Original[4:9]: [-147 -140 -131 -119 -107]
Recon[4:9]:    [-147 -140 -131 -119 -107]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 77 (NLMS Block 512 (5min)):
Original[4:9]: [-40 -42 -42 -45 -47]
Recon[4:9]:    [-40 -42 -42 -45 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 78 (NLMS Block 512 (5min)):
Original[4:9]: [-19 -20 -15 -17 -18]
Recon[4:9]:    [-19 -20 -15 -17 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 79 (NLMS Block 512 (5min)):
Original[4:9]: [-43 -39 -40 -40 -44]
Recon[4:9]:    [-43 -39 -40 -40 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 80 (NLMS Block 512 (5min)):
Original[4:9]: [-70 -66 -68 -66 -60]
Recon[4:9]:    [-70 -66 -68 -66 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 81 (NLMS Block 512 (5min)):
Original[4:9]: [-76 -78 -81 -83 -79]
Recon[4:9]:    [-76 -78 -81 -83 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 82 (NLMS Block 512 (5min)):
Original[4:9]: [-15 -22 -44 -63 -82]
Recon[4:9]:    [-15 -22 -44 -63 -82]
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DEBUG Segment 83 (NLMS Block 512 (5min)):
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DEBUG Segment 84 (NLMS Block 512 (5min)):
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DEBUG Segment 85 (NLMS Block 512 (5min)):
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DEBUG Segment 86 (NLMS Block 512 (5min)):
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DEBUG Segment 87 (NLMS Block 512 (5min)):
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DEBUG Segment 88 (NLMS Block 512 (5min)):
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DEBUG Segment 89 (NLMS Block 512 (5min)):
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DEBUG Segment 90 (NLMS Block 512 (5min)):
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DEBUG Segment 91 (NLMS Block 512 (5min)):
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DEBUG Segment 92 (NLMS Block 512 (5min)):
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DEBUG Segment 93 (NLMS Block 512 (5min)):
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DEBUG Segment 94 (NLMS Block 512 (5min)):
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DEBUG Segment 95 (NLMS Block 512 (5min)):
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DEBUG Segment 96 (NLMS Block 512 (5min)):
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DEBUG Segment 97 (NLMS Block 512 (5min)):
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DEBUG Segment 98 (NLMS Block 512 (5min)):
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DEBUG Segment 99 (NLMS Block 512 (5min)):
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DEBUG Segment 100 (NLMS Block 512 (5min)):
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DEBUG Segment 101 (NLMS Block 512 (5min)):
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DEBUG Segment 102 (NLMS Block 512 (5min)):
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DEBUG Segment 103 (NLMS Block 512 (5min)):
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DEBUG Segment 104 (NLMS Block 512 (5min)):
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DEBUG Segment 105 (NLMS Block 512 (5min)):
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DEBUG Segment 106 (NLMS Block 512 (5min)):
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DEBUG Segment 107 (NLMS Block 512 (5min)):
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DEBUG Segment 108 (NLMS Block 512 (5min)):
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DEBUG Segment 109 (NLMS Block 512 (5min)):
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DEBUG Segment 110 (NLMS Block 512 (5min)):
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DEBUG Segment 111 (NLMS Block 512 (5min)):
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DEBUG Segment 112 (NLMS Block 512 (5min)):
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DEBUG Segment 113 (NLMS Block 512 (5min)):
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DEBUG Segment 114 (NLMS Block 512 (5min)):
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DEBUG Segment 115 (NLMS Block 512 (5min)):
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DEBUG Segment 116 (NLMS Block 512 (5min)):
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DEBUG Segment 117 (NLMS Block 512 (5min)):
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DEBUG Segment 118 (NLMS Block 512 (5min)):
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DEBUG Segment 119 (NLMS Block 512 (5min)):
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DEBUG Segment 120 (NLMS Block 512 (5min)):
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DEBUG Segment 121 (NLMS Block 512 (5min)):
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DEBUG Segment 122 (NLMS Block 512 (5min)):
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DEBUG Segment 123 (NLMS Block 512 (5min)):
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DEBUG Segment 124 (NLMS Block 512 (5min)):
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DEBUG Segment 125 (NLMS Block 512 (5min)):
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DEBUG Segment 126 (NLMS Block 512 (5min)):
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DEBUG Segment 127 (NLMS Block 512 (5min)):
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DEBUG Segment 128 (NLMS Block 512 (5min)):
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DEBUG Segment 129 (NLMS Block 512 (5min)):
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DEBUG Segment 130 (NLMS Block 512 (5min)):
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DEBUG Segment 131 (NLMS Block 512 (5min)):
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DEBUG Segment 132 (NLMS Block 512 (5min)):
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DEBUG Segment 133 (NLMS Block 512 (5min)):
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DEBUG Segment 134 (NLMS Block 512 (5min)):
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DEBUG Segment 135 (NLMS Block 512 (5min)):
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DEBUG Segment 136 (NLMS Block 512 (5min)):
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DEBUG Segment 137 (NLMS Block 512 (5min)):
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DEBUG Segment 138 (NLMS Block 512 (5min)):
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DEBUG Segment 139 (NLMS Block 512 (5min)):
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DEBUG Segment 140 (NLMS Block 512 (5min)):
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DEBUG Segment 141 (NLMS Block 512 (5min)):
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DEBUG Segment 142 (NLMS Block 512 (5min)):
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DEBUG Segment 143 (NLMS Block 512 (5min)):
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DEBUG Segment 144 (NLMS Block 512 (5min)):
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DEBUG Segment 145 (NLMS Block 512 (5min)):
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DEBUG Segment 146 (NLMS Block 512 (5min)):
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DEBUG Segment 147 (NLMS Block 512 (5min)):
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DEBUG Segment 148 (NLMS Block 512 (5min)):
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DEBUG Segment 149 (NLMS Block 512 (5min)):
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DEBUG Segment 150 (NLMS Block 512 (5min)):
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DEBUG Segment 151 (NLMS Block 512 (5min)):
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DEBUG Segment 152 (NLMS Block 512 (5min)):
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DEBUG Segment 153 (NLMS Block 512 (5min)):
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DEBUG Segment 154 (NLMS Block 512 (5min)):
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DEBUG Segment 155 (NLMS Block 512 (5min)):
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DEBUG Segment 156 (NLMS Block 512 (5min)):
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DEBUG Segment 157 (NLMS Block 512 (5min)):
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DEBUG Segment 158 (NLMS Block 512 (5min)):
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DEBUG Segment 159 (NLMS Block 512 (5min)):
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DEBUG Segment 160 (NLMS Block 512 (5min)):
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DEBUG Segment 161 (NLMS Block 512 (5min)):
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DEBUG Segment 162 (NLMS Block 512 (5min)):
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DEBUG Segment 163 (NLMS Block 512 (5min)):
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DEBUG Segment 164 (NLMS Block 512 (5min)):
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DEBUG Segment 165 (NLMS Block 512 (5min)):
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DEBUG Segment 166 (NLMS Block 512 (5min)):
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DEBUG Segment 167 (NLMS Block 512 (5min)):
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DEBUG Segment 168 (NLMS Block 512 (5min)):
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DEBUG Segment 169 (NLMS Block 512 (5min)):
Original[4:9]: [-17 -19 -17 -12 -10]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 170 (NLMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 171 (NLMS Block 512 (5min)):
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DEBUG Segment 172 (NLMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 173 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-67 -65 -64 -64 -63]
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L2 calculation: 0.0

DEBUG Segment 174 (NLMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 175 (NLMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 176 (NLMS Block 512 (5min)):
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DEBUG Segment 177 (NLMS Block 512 (5min)):
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DEBUG Segment 178 (NLMS Block 512 (5min)):
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DEBUG Segment 179 (NLMS Block 512 (5min)):
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DEBUG Segment 180 (NLMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 181 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-58 -61 -66 -71 -72]
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L2 calculation: 0.0

DEBUG Segment 182 (NLMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 183 (NLMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 184 (NLMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 185 (NLMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 186 (NLMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 187 (NLMS Block 512 (5min)):
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DEBUG Segment 188 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-2 -1  0  4  3]
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L2 calculation: 0.0

DEBUG Segment 189 (NLMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 190 (NLMS Block 512 (5min)):
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Recon[4:9]:    [74 76 70 69 67]
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L2 calculation: 0.0

DEBUG Segment 191 (NLMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 192 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-44 -45 -48 -52 -50]
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L2 calculation: 0.0

DEBUG Segment 193 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-48 -51 -45 -38 -34]
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L2 calculation: 0.0

DEBUG Segment 194 (NLMS Block 512 (5min)):
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DEBUG Segment 195 (NLMS Block 512 (5min)):
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DEBUG Segment 196 (NLMS Block 512 (5min)):
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DEBUG Segment 197 (NLMS Block 512 (5min)):
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DEBUG Segment 198 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-38 -39 -40 -43 -42]
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DEBUG Segment 199 (NLMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 200 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-73 -69 -72 -77 -78]
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L2 calculation: 0.0

DEBUG Segment 201 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-79 -79 -79 -85 -82]
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L2 calculation: 0.0

DEBUG Segment 202 (NLMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 203 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-27 -22 -19 -16 -12]
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L2 calculation: 0.0

DEBUG Segment 204 (NLMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 205 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-99 -90 -83 -79 -83]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 206 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-51 -55 -56 -56 -61]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 207 (NLMS Block 512 (5min)):
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Recon[4:9]:    [7 7 4 5 6]
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L2 calculation: 0.0

DEBUG Segment 208 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-51 -46 -42 -40 -42]
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L2 calculation: 0.0

DEBUG Segment 209 (NLMS Block 512 (5min)):
Original[4:9]: [-111 -114 -117 -120 -119]
Recon[4:9]:    [-111 -114 -117 -120 -119]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 210 (NLMS Block 512 (5min)):
Original[4:9]: [ -87  -89  -96 -102  -98]
Recon[4:9]:    [ -87  -89  -96 -102  -98]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- NLMS Block 512 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added NLMS results for Block 512: CR Rice=1.631, CR Huff=1.703, mean L2=29.59703
Best params for GASS Block 512 (10s): {'order': 4, 'mu': 1e-07, 'rho': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (GASS Block 512 (5min)):
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Recon[4:9]:    [-30 -30 -30 -30 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (GASS Block 512 (5min)):
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DEBUG Segment 2 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 3 (GASS Block 512 (5min)):
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Recon[4:9]:    [-109 -111 -116 -116 -118]
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L2 calculation: 0.0

DEBUG Segment 4 (GASS Block 512 (5min)):
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Recon[4:9]:    [-53 -54 -49 -44 -36]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (GASS Block 512 (5min)):
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Recon[4:9]:    [-58 -55 -57 -59 -58]
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L2 calculation: 0.0

DEBUG Segment 6 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 7 (GASS Block 512 (5min)):
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Recon[4:9]:    [-111 -112 -113 -112 -114]
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L2 calculation: 0.0

DEBUG Segment 8 (GASS Block 512 (5min)):
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Recon[4:9]:    [187 164  83  24   7]
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L2 calculation: 0.0

DEBUG Segment 9 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 10 (GASS Block 512 (5min)):
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DEBUG Segment 11 (GASS Block 512 (5min)):
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Recon[4:9]:    [-107 -104 -103 -106 -109]
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L2 calculation: 0.0

DEBUG Segment 12 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 13 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 14 (GASS Block 512 (5min)):
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Recon[4:9]:    [-8  1  3  3 -1]
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L2 calculation: 0.0

DEBUG Segment 15 (GASS Block 512 (5min)):
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Recon[4:9]:    [-153 -152 -155 -158 -157]
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L2 calculation: 0.0

DEBUG Segment 16 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 17 (GASS Block 512 (5min)):
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DEBUG Segment 18 (GASS Block 512 (5min)):
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DEBUG Segment 19 (GASS Block 512 (5min)):
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DEBUG Segment 20 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 21 (GASS Block 512 (5min)):
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DEBUG Segment 22 (GASS Block 512 (5min)):
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Recon[4:9]:    [-21 -17 -15 -13 -16]
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DEBUG Segment 23 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 24 (GASS Block 512 (5min)):
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DEBUG Segment 25 (GASS Block 512 (5min)):
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DEBUG Segment 26 (GASS Block 512 (5min)):
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DEBUG Segment 27 (GASS Block 512 (5min)):
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DEBUG Segment 28 (GASS Block 512 (5min)):
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DEBUG Segment 29 (GASS Block 512 (5min)):
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Recon[4:9]:    [-43 -45 -48 -45 -42]
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DEBUG Segment 30 (GASS Block 512 (5min)):
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Recon[4:9]:    [ 9 13 20 25 25]
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L2 calculation: 0.0

DEBUG Segment 31 (GASS Block 512 (5min)):
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Recon[4:9]:    [-124 -122 -123 -127 -128]
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L2 calculation: 0.0

DEBUG Segment 32 (GASS Block 512 (5min)):
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Recon[4:9]:    [154 162  89  23   4]
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L2 calculation: 0.0

DEBUG Segment 33 (GASS Block 512 (5min)):
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Recon[4:9]:    [-48 -49 -49 -46 -50]
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L2 calculation: 0.0

DEBUG Segment 34 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 35 (GASS Block 512 (5min)):
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Recon[4:9]:    [-53 -52 -46 -41 -39]
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L2 calculation: 0.0

DEBUG Segment 36 (GASS Block 512 (5min)):
Original[4:9]: [-19 -16 -13 -11  -7]
Recon[4:9]:    [-19 -16 -13 -11  -7]
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DEBUG Segment 37 (GASS Block 512 (5min)):
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Recon[4:9]:    [-37 -36 -37 -39 -38]
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L2 calculation: 0.0

DEBUG Segment 38 (GASS Block 512 (5min)):
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Recon[4:9]:    [-11 -13 -11 -11  -9]
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L2 calculation: 0.0

DEBUG Segment 39 (GASS Block 512 (5min)):
Original[4:9]: [-91 -88 -85 -81 -82]
Recon[4:9]:    [-91 -88 -85 -81 -82]
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L2 calculation: 0.0

DEBUG Segment 40 (GASS Block 512 (5min)):
Original[4:9]: [ 32  48  70  92 107]
Recon[4:9]:    [ 32  48  70  92 107]
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L2 calculation: 0.0

DEBUG Segment 41 (GASS Block 512 (5min)):
Original[4:9]: [-73 -71 -67 -61 -60]
Recon[4:9]:    [-73 -71 -67 -61 -60]
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L2 calculation: 0.0

DEBUG Segment 42 (GASS Block 512 (5min)):
Original[4:9]: [-33 -33 -33 -35 -35]
Recon[4:9]:    [-33 -33 -33 -35 -35]
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L2 calculation: 0.0

DEBUG Segment 43 (GASS Block 512 (5min)):
Original[4:9]: [-69 -70 -68 -67 -65]
Recon[4:9]:    [-69 -70 -68 -67 -65]
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L2 calculation: 0.0

DEBUG Segment 44 (GASS Block 512 (5min)):
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DEBUG Segment 131 (GASS Block 512 (5min)):
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DEBUG Segment 132 (GASS Block 512 (5min)):
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DEBUG Segment 133 (GASS Block 512 (5min)):
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DEBUG Segment 134 (GASS Block 512 (5min)):
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DEBUG Segment 135 (GASS Block 512 (5min)):
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DEBUG Segment 136 (GASS Block 512 (5min)):
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DEBUG Segment 137 (GASS Block 512 (5min)):
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DEBUG Segment 138 (GASS Block 512 (5min)):
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DEBUG Segment 139 (GASS Block 512 (5min)):
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DEBUG Segment 140 (GASS Block 512 (5min)):
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DEBUG Segment 141 (GASS Block 512 (5min)):
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DEBUG Segment 142 (GASS Block 512 (5min)):
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DEBUG Segment 143 (GASS Block 512 (5min)):
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DEBUG Segment 144 (GASS Block 512 (5min)):
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DEBUG Segment 145 (GASS Block 512 (5min)):
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DEBUG Segment 146 (GASS Block 512 (5min)):
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DEBUG Segment 147 (GASS Block 512 (5min)):
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DEBUG Segment 148 (GASS Block 512 (5min)):
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DEBUG Segment 149 (GASS Block 512 (5min)):
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DEBUG Segment 150 (GASS Block 512 (5min)):
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DEBUG Segment 151 (GASS Block 512 (5min)):
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DEBUG Segment 152 (GASS Block 512 (5min)):
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DEBUG Segment 153 (GASS Block 512 (5min)):
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DEBUG Segment 154 (GASS Block 512 (5min)):
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DEBUG Segment 155 (GASS Block 512 (5min)):
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DEBUG Segment 156 (GASS Block 512 (5min)):
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DEBUG Segment 157 (GASS Block 512 (5min)):
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DEBUG Segment 158 (GASS Block 512 (5min)):
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DEBUG Segment 159 (GASS Block 512 (5min)):
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DEBUG Segment 160 (GASS Block 512 (5min)):
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DEBUG Segment 161 (GASS Block 512 (5min)):
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DEBUG Segment 162 (GASS Block 512 (5min)):
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DEBUG Segment 163 (GASS Block 512 (5min)):
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DEBUG Segment 164 (GASS Block 512 (5min)):
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DEBUG Segment 165 (GASS Block 512 (5min)):
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DEBUG Segment 166 (GASS Block 512 (5min)):
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DEBUG Segment 167 (GASS Block 512 (5min)):
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DEBUG Segment 168 (GASS Block 512 (5min)):
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DEBUG Segment 169 (GASS Block 512 (5min)):
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DEBUG Segment 170 (GASS Block 512 (5min)):
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DEBUG Segment 171 (GASS Block 512 (5min)):
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DEBUG Segment 172 (GASS Block 512 (5min)):
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DEBUG Segment 173 (GASS Block 512 (5min)):
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DEBUG Segment 174 (GASS Block 512 (5min)):
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DEBUG Segment 175 (GASS Block 512 (5min)):
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DEBUG Segment 176 (GASS Block 512 (5min)):
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DEBUG Segment 177 (GASS Block 512 (5min)):
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DEBUG Segment 178 (GASS Block 512 (5min)):
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DEBUG Segment 179 (GASS Block 512 (5min)):
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DEBUG Segment 180 (GASS Block 512 (5min)):
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DEBUG Segment 181 (GASS Block 512 (5min)):
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DEBUG Segment 182 (GASS Block 512 (5min)):
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DEBUG Segment 183 (GASS Block 512 (5min)):
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DEBUG Segment 184 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 185 (GASS Block 512 (5min)):
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DEBUG Segment 186 (GASS Block 512 (5min)):
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DEBUG Segment 187 (GASS Block 512 (5min)):
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DEBUG Segment 188 (GASS Block 512 (5min)):
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DEBUG Segment 189 (GASS Block 512 (5min)):
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DEBUG Segment 190 (GASS Block 512 (5min)):
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DEBUG Segment 191 (GASS Block 512 (5min)):
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DEBUG Segment 192 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 193 (GASS Block 512 (5min)):
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DEBUG Segment 194 (GASS Block 512 (5min)):
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DEBUG Segment 195 (GASS Block 512 (5min)):
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DEBUG Segment 196 (GASS Block 512 (5min)):
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DEBUG Segment 197 (GASS Block 512 (5min)):
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DEBUG Segment 198 (GASS Block 512 (5min)):
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DEBUG Segment 199 (GASS Block 512 (5min)):
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DEBUG Segment 200 (GASS Block 512 (5min)):
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DEBUG Segment 201 (GASS Block 512 (5min)):
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DEBUG Segment 202 (GASS Block 512 (5min)):
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DEBUG Segment 203 (GASS Block 512 (5min)):
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DEBUG Segment 204 (GASS Block 512 (5min)):
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DEBUG Segment 205 (GASS Block 512 (5min)):
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DEBUG Segment 206 (GASS Block 512 (5min)):
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DEBUG Segment 207 (GASS Block 512 (5min)):
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DEBUG Segment 208 (GASS Block 512 (5min)):
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DEBUG Segment 209 (GASS Block 512 (5min)):
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Recon[4:9]:    [-111 -114 -117 -120 -119]
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L2 calculation: 0.0

DEBUG Segment 210 (GASS Block 512 (5min)):
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L2 calculation: 0.0
---- GASS Block 512 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added GASS results for Block 512: CR Rice=1.998, CR Huff=2.094, mean L2=15.91237
Best params for LMS Block 1024 (10s): {'order': 4, 'mu': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (LMS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 1 (LMS Block 1024 (5min)):
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DEBUG Segment 2 (LMS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 3 (LMS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 4 (LMS Block 1024 (5min)):
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Recon[4:9]:    [187 164  83  24   7]
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L2 calculation: 0.0

DEBUG Segment 5 (LMS Block 1024 (5min)):
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Recon[4:9]:    [33 34 38 40 39]
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DEBUG Segment 6 (LMS Block 1024 (5min)):
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Recon[4:9]:    [29 21 14 15 13]
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L2 calculation: 0.0

DEBUG Segment 7 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-8  1  3  3 -1]
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L2 calculation: 0.0

DEBUG Segment 8 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-79 -69 -49 -28 -19]
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L2 calculation: 0.0

DEBUG Segment 9 (LMS Block 1024 (5min)):
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Recon[4:9]:    [65 65 65 70 75]
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L2 calculation: 0.0

DEBUG Segment 10 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-30 -27 -30 -36 -38]
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L2 calculation: 0.0

DEBUG Segment 11 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-21 -17 -15 -13 -16]
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L2 calculation: 0.0

DEBUG Segment 12 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-28 -32 -29 -22 -21]
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L2 calculation: 0.0

DEBUG Segment 13 (LMS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 14 (LMS Block 1024 (5min)):
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Recon[4:9]:    [31  3  6 12  8]
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L2 calculation: 0.0

DEBUG Segment 15 (LMS Block 1024 (5min)):
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Recon[4:9]:    [ 9 13 20 25 25]
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L2 calculation: 0.0

DEBUG Segment 16 (LMS Block 1024 (5min)):
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Recon[4:9]:    [154 162  89  23   4]
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L2 calculation: 0.0

DEBUG Segment 17 (LMS Block 1024 (5min)):
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Recon[4:9]:    [20 23 21 21 20]
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L2 calculation: 0.0

DEBUG Segment 18 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-19 -16 -13 -11  -7]
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L2 calculation: 0.0

DEBUG Segment 19 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-11 -13 -11 -11  -9]
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L2 calculation: 0.0

DEBUG Segment 20 (LMS Block 1024 (5min)):
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Recon[4:9]:    [ 32  48  70  92 107]
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L2 calculation: 0.0

DEBUG Segment 21 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-33 -33 -33 -35 -35]
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L2 calculation: 0.0

DEBUG Segment 22 (LMS Block 1024 (5min)):
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Recon[4:9]:    [215 217 155  97 106]
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L2 calculation: 0.0

DEBUG Segment 23 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-42 -20 -13 -13 -15]
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L2 calculation: 0.0

DEBUG Segment 24 (LMS Block 1024 (5min)):
Original[4:9]: [-48 -46 -47 -42 -34]
Recon[4:9]:    [-48 -46 -47 -42 -34]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-44 -42 -44 -45 -50]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-27 -14  28 122 176]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (LMS Block 1024 (5min)):
Original[4:9]: [-54 -56 -57 -58 -57]
Recon[4:9]:    [-54 -56 -57 -58 -57]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (LMS Block 1024 (5min)):
Original[4:9]: [-14 -46 -40 -36 -40]
Recon[4:9]:    [-14 -46 -40 -36 -40]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (LMS Block 1024 (5min)):
Original[4:9]: [-70 -74 -72 -70 -69]
Recon[4:9]:    [-70 -74 -72 -70 -69]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (LMS Block 1024 (5min)):
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Recon[4:9]:    [19 14  6  5  8]
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L2 calculation: 0.0

DEBUG Segment 31 (LMS Block 1024 (5min)):
Original[4:9]: [-25 -25 -25 -29 -31]
Recon[4:9]:    [-25 -25 -25 -29 -31]
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L2 calculation: 0.0

DEBUG Segment 32 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-80 -82 -81 -79 -79]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (LMS Block 1024 (5min)):
Original[4:9]: [-35 -34 -34 -32 -34]
Recon[4:9]:    [-35 -34 -34 -32 -34]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (LMS Block 1024 (5min)):
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Recon[4:9]:    [ -80  -94 -112 -124 -133]
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L2 calculation: 0.0

DEBUG Segment 35 (LMS Block 1024 (5min)):
Original[4:9]: [-53 -53 -49 -48 -49]
Recon[4:9]:    [-53 -53 -49 -48 -49]
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L2 calculation: 0.0

DEBUG Segment 36 (LMS Block 1024 (5min)):
Original[4:9]: [-161 -161 -157 -150 -143]
Recon[4:9]:    [-161 -161 -157 -150 -143]
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L2 calculation: 0.0

DEBUG Segment 37 (LMS Block 1024 (5min)):
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Recon[4:9]:    [ -9 -14 -16 -18 -17]
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L2 calculation: 0.0

DEBUG Segment 38 (LMS Block 1024 (5min)):
Original[4:9]: [-147 -140 -131 -119 -107]
Recon[4:9]:    [-147 -140 -131 -119 -107]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (LMS Block 1024 (5min)):
Original[4:9]: [-19 -20 -15 -17 -18]
Recon[4:9]:    [-19 -20 -15 -17 -18]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (LMS Block 1024 (5min)):
Original[4:9]: [-70 -66 -68 -66 -60]
Recon[4:9]:    [-70 -66 -68 -66 -60]
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L2 calculation: 0.0

DEBUG Segment 41 (LMS Block 1024 (5min)):
Original[4:9]: [-15 -22 -44 -63 -82]
Recon[4:9]:    [-15 -22 -44 -63 -82]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (LMS Block 1024 (5min)):
Original[4:9]: [ -95  -98 -100  -93  -88]
Recon[4:9]:    [ -95  -98 -100  -93  -88]
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L2 calculation: 0.0

DEBUG Segment 43 (LMS Block 1024 (5min)):
Original[4:9]: [-47 -45 -56 -71 -75]
Recon[4:9]:    [-47 -45 -56 -71 -75]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (LMS Block 1024 (5min)):
Original[4:9]: [-75 -68 -60 -53 -48]
Recon[4:9]:    [-75 -68 -60 -53 -48]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (LMS Block 1024 (5min)):
Original[4:9]: [-101 -109 -114 -110  -96]
Recon[4:9]:    [-101 -109 -114 -110  -96]
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L2 calculation: 0.0

DEBUG Segment 46 (LMS Block 1024 (5min)):
Original[4:9]: [-66 -52 -43 -42 -47]
Recon[4:9]:    [-66 -52 -43 -42 -47]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (LMS Block 1024 (5min)):
Original[4:9]: [-71  52 102  64   2]
Recon[4:9]:    [-71  52 102  64   2]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (LMS Block 1024 (5min)):
Original[4:9]: [-70 -69 -71 -78 -95]
Recon[4:9]:    [-70 -69 -71 -78 -95]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (LMS Block 1024 (5min)):
Original[4:9]: [-105 -100  -99 -104 -105]
Recon[4:9]:    [-105 -100  -99 -104 -105]
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L2 calculation: 0.0

DEBUG Segment 50 (LMS Block 1024 (5min)):
Original[4:9]: [ -6 -10 -15 -16 -21]
Recon[4:9]:    [ -6 -10 -15 -16 -21]
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L2 calculation: 0.0

DEBUG Segment 51 (LMS Block 1024 (5min)):
Original[4:9]: [ -3   2  -5 -12 -28]
Recon[4:9]:    [ -3   2  -5 -12 -28]
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L2 calculation: 0.0

DEBUG Segment 52 (LMS Block 1024 (5min)):
Original[4:9]: [ -4  -3 -12 -32 -52]
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L2 calculation: 0.0

DEBUG Segment 53 (LMS Block 1024 (5min)):
Original[4:9]: [-48 -45 -37 -22  -3]
Recon[4:9]:    [-48 -45 -37 -22  -3]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 54 (LMS Block 1024 (5min)):
Original[4:9]: [-83 -81 -77 -77 -74]
Recon[4:9]:    [-83 -81 -77 -77 -74]
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L2 calculation: 0.0

DEBUG Segment 55 (LMS Block 1024 (5min)):
Original[4:9]: [-48 -18  -4  -1 -10]
Recon[4:9]:    [-48 -18  -4  -1 -10]
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L2 calculation: 0.0

DEBUG Segment 56 (LMS Block 1024 (5min)):
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Recon[4:9]:    [12 24 34 42 49]
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L2 calculation: 0.0

DEBUG Segment 57 (LMS Block 1024 (5min)):
Original[4:9]: [-90 -93 -94 -93 -92]
Recon[4:9]:    [-90 -93 -94 -93 -92]
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L2 calculation: 0.0

DEBUG Segment 58 (LMS Block 1024 (5min)):
Original[4:9]: [-117  -99  -70  -51  -46]
Recon[4:9]:    [-117  -99  -70  -51  -46]
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L2 calculation: 0.0

DEBUG Segment 59 (LMS Block 1024 (5min)):
Original[4:9]: [119  37   7   9  10]
Recon[4:9]:    [119  37   7   9  10]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 60 (LMS Block 1024 (5min)):
Original[4:9]: [ 90  91  97 106 120]
Recon[4:9]:    [ 90  91  97 106 120]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 61 (LMS Block 1024 (5min)):
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Recon[4:9]:    [ -98 -108 -110 -112 -118]
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L2 calculation: 0.0

DEBUG Segment 62 (LMS Block 1024 (5min)):
Original[4:9]: [-36 -32 -25 -25 -31]
Recon[4:9]:    [-36 -32 -25 -25 -31]
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L2 calculation: 0.0

DEBUG Segment 63 (LMS Block 1024 (5min)):
Original[4:9]: [-221 -227 -236 -234 -225]
Recon[4:9]:    [-221 -227 -236 -234 -225]
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L2 calculation: 0.0

DEBUG Segment 64 (LMS Block 1024 (5min)):
Original[4:9]: [-28 -29 -37 -43 -48]
Recon[4:9]:    [-28 -29 -37 -43 -48]
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L2 calculation: 0.0

DEBUG Segment 65 (LMS Block 1024 (5min)):
Original[4:9]: [-52 -42 -32 -28 -33]
Recon[4:9]:    [-52 -42 -32 -28 -33]
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L2 calculation: 0.0

DEBUG Segment 66 (LMS Block 1024 (5min)):
Original[4:9]: [-90 -90 -91 -86 -84]
Recon[4:9]:    [-90 -90 -91 -86 -84]
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L2 calculation: 0.0

DEBUG Segment 67 (LMS Block 1024 (5min)):
Original[4:9]: [-55 -62 -61 -52 -48]
Recon[4:9]:    [-55 -62 -61 -52 -48]
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L2 calculation: 0.0

DEBUG Segment 68 (LMS Block 1024 (5min)):
Original[4:9]: [-38 -42 -46 -49 -53]
Recon[4:9]:    [-38 -42 -46 -49 -53]
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L2 calculation: 0.0

DEBUG Segment 69 (LMS Block 1024 (5min)):
Original[4:9]: [-91 -94 -93 -93 -94]
Recon[4:9]:    [-91 -94 -93 -93 -94]
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L2 calculation: 0.0

DEBUG Segment 70 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-123 -120  -87  -46  -24]
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L2 calculation: 0.0

DEBUG Segment 71 (LMS Block 1024 (5min)):
Original[4:9]: [-70 -75 -77 -75 -63]
Recon[4:9]:    [-70 -75 -77 -75 -63]
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L2 calculation: 0.0

DEBUG Segment 72 (LMS Block 1024 (5min)):
Original[4:9]: [-49 -49 -47 -44 -43]
Recon[4:9]:    [-49 -49 -47 -44 -43]
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L2 calculation: 0.0

DEBUG Segment 73 (LMS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 74 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-1 -3  3  7  7]
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L2 calculation: 0.0

DEBUG Segment 75 (LMS Block 1024 (5min)):
Original[4:9]: [-64 -60 -63 -64 -59]
Recon[4:9]:    [-64 -60 -63 -64 -59]
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L2 calculation: 0.0

DEBUG Segment 76 (LMS Block 1024 (5min)):
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Recon[4:9]:    [10 26 44 57 73]
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L2 calculation: 0.0

DEBUG Segment 77 (LMS Block 1024 (5min)):
Original[4:9]: [-46 -38 -34 -38 -46]
Recon[4:9]:    [-46 -38 -34 -38 -46]
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L2 calculation: 0.0

DEBUG Segment 78 (LMS Block 1024 (5min)):
Original[4:9]: [-75 -73 -69 -71 -73]
Recon[4:9]:    [-75 -73 -69 -71 -73]
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L2 calculation: 0.0

DEBUG Segment 79 (LMS Block 1024 (5min)):
Original[4:9]: [-52 -53 -56 -54 -57]
Recon[4:9]:    [-52 -53 -56 -54 -57]
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L2 calculation: 0.0

DEBUG Segment 80 (LMS Block 1024 (5min)):
Original[4:9]: [-108 -107 -106 -107 -105]
Recon[4:9]:    [-108 -107 -106 -107 -105]
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L2 calculation: 0.0

DEBUG Segment 81 (LMS Block 1024 (5min)):
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Recon[4:9]:    [ -92 -102 -112 -123 -136]
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L2 calculation: 0.0

DEBUG Segment 82 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-52 -54 -51 -50 -51]
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L2 calculation: 0.0

DEBUG Segment 83 (LMS Block 1024 (5min)):
Original[4:9]: [-140 -148 -158 -165 -169]
Recon[4:9]:    [-140 -148 -158 -165 -169]
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L2 calculation: 0.0

DEBUG Segment 84 (LMS Block 1024 (5min)):
Original[4:9]: [-69 -66 -65 -64 -69]
Recon[4:9]:    [-69 -66 -65 -64 -69]
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DEBUG Segment 85 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-158 -166 -173 -182 -191]
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DEBUG Segment 86 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-46 -47 -48 -51 -50]
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DEBUG Segment 87 (LMS Block 1024 (5min)):
Original[4:9]: [ 12  -9 -32 -56 -79]
Recon[4:9]:    [ 12  -9 -32 -56 -79]
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DEBUG Segment 88 (LMS Block 1024 (5min)):
Original[4:9]: [-51 -50 -47 -49 -51]
Recon[4:9]:    [-51 -50 -47 -49 -51]
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DEBUG Segment 89 (LMS Block 1024 (5min)):
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Recon[4:9]:    [ -84  -95 -101  -93  -80]
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DEBUG Segment 90 (LMS Block 1024 (5min)):
Original[4:9]: [-46 -55 -53 -54 -58]
Recon[4:9]:    [-46 -55 -53 -54 -58]
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DEBUG Segment 91 (LMS Block 1024 (5min)):
Original[4:9]: [-35 -33 -31 -27 -24]
Recon[4:9]:    [-35 -33 -31 -27 -24]
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L2 calculation: 0.0

DEBUG Segment 92 (LMS Block 1024 (5min)):
Original[4:9]: [-106 -103 -109 -116 -120]
Recon[4:9]:    [-106 -103 -109 -116 -120]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 93 (LMS Block 1024 (5min)):
Original[4:9]: [-14 -10 -20 -27 -26]
Recon[4:9]:    [-14 -10 -20 -27 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 94 (LMS Block 1024 (5min)):
Original[4:9]: [-2 -1  0  4  3]
Recon[4:9]:    [-2 -1  0  4  3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 95 (LMS Block 1024 (5min)):
Original[4:9]: [74 76 70 69 67]
Recon[4:9]:    [74 76 70 69 67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 96 (LMS Block 1024 (5min)):
Original[4:9]: [-44 -45 -48 -52 -50]
Recon[4:9]:    [-44 -45 -48 -52 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 97 (LMS Block 1024 (5min)):
Original[4:9]: [-30 -30 -29 -33 -38]
Recon[4:9]:    [-30 -30 -29 -33 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 98 (LMS Block 1024 (5min)):
Original[4:9]: [ 48  16 -12 -36 -49]
Recon[4:9]:    [ 48  16 -12 -36 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 99 (LMS Block 1024 (5min)):
Original[4:9]: [-38 -39 -40 -43 -42]
Recon[4:9]:    [-38 -39 -40 -43 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 100 (LMS Block 1024 (5min)):
Original[4:9]: [-73 -69 -72 -77 -78]
Recon[4:9]:    [-73 -69 -72 -77 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 101 (LMS Block 1024 (5min)):
Original[4:9]: [-1  0  0  0 -3]
Recon[4:9]:    [-1  0  0  0 -3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 102 (LMS Block 1024 (5min)):
Original[4:9]: [-24 -18 -20 -24 -19]
Recon[4:9]:    [-24 -18 -20 -24 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 103 (LMS Block 1024 (5min)):
Original[4:9]: [-51 -55 -56 -56 -61]
Recon[4:9]:    [-51 -55 -56 -56 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 104 (LMS Block 1024 (5min)):
Original[4:9]: [-51 -46 -42 -40 -42]
Recon[4:9]:    [-51 -46 -42 -40 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 105 (LMS Block 1024 (5min)):
Original[4:9]: [ -87  -89  -96 -102  -98]
Recon[4:9]:    [ -87  -89  -96 -102  -98]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- LMS Block 1024 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added LMS results for Block 1024: CR Rice=1.791, CR Huff=1.847, mean L2=22.37693
Best params for NLMS Block 1024 (10s): {'order': 4, 'mu': 0.01} (avg l2-norm=0.00000)

DEBUG Segment 0 (NLMS Block 1024 (5min)):
Original[4:9]: [-30 -30 -30 -30 -29]
Recon[4:9]:    [-30 -30 -30 -30 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (NLMS Block 1024 (5min)):
Original[4:9]: [1 3 5 8 5]
Recon[4:9]:    [1 3 5 8 5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (NLMS Block 1024 (5min)):
Original[4:9]: [-53 -54 -49 -44 -36]
Recon[4:9]:    [-53 -54 -49 -44 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (NLMS Block 1024 (5min)):
Original[4:9]: [-4 -4 -6 -8 -4]
Recon[4:9]:    [-4 -4 -6 -8 -4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (NLMS Block 1024 (5min)):
Original[4:9]: [187 164  83  24   7]
Recon[4:9]:    [187 164  83  24   7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (NLMS Block 1024 (5min)):
Original[4:9]: [33 34 38 40 39]
Recon[4:9]:    [33 34 38 40 39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (NLMS Block 1024 (5min)):
Original[4:9]: [29 21 14 15 13]
Recon[4:9]:    [29 21 14 15 13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (NLMS Block 1024 (5min)):
Original[4:9]: [-8  1  3  3 -1]
Recon[4:9]:    [-8  1  3  3 -1]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (NLMS Block 1024 (5min)):
Original[4:9]: [-79 -69 -49 -28 -19]
Recon[4:9]:    [-79 -69 -49 -28 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (NLMS Block 1024 (5min)):
Original[4:9]: [65 65 65 70 75]
Recon[4:9]:    [65 65 65 70 75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (NLMS Block 1024 (5min)):
Original[4:9]: [-30 -27 -30 -36 -38]
Recon[4:9]:    [-30 -27 -30 -36 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (NLMS Block 1024 (5min)):
Original[4:9]: [-21 -17 -15 -13 -16]
Recon[4:9]:    [-21 -17 -15 -13 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (NLMS Block 1024 (5min)):
Original[4:9]: [-28 -32 -29 -22 -21]
Recon[4:9]:    [-28 -32 -29 -22 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (NLMS Block 1024 (5min)):
Original[4:9]: [2 2 2 2 4]
Recon[4:9]:    [2 2 2 2 4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (NLMS Block 1024 (5min)):
Original[4:9]: [31  3  6 12  8]
Recon[4:9]:    [31  3  6 12  8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (NLMS Block 1024 (5min)):
Original[4:9]: [ 9 13 20 25 25]
Recon[4:9]:    [ 9 13 20 25 25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (NLMS Block 1024 (5min)):
Original[4:9]: [154 162  89  23   4]
Recon[4:9]:    [154 162  89  23   4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (NLMS Block 1024 (5min)):
Original[4:9]: [20 23 21 21 20]
Recon[4:9]:    [20 23 21 21 20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (NLMS Block 1024 (5min)):
Original[4:9]: [-19 -16 -13 -11  -7]
Recon[4:9]:    [-19 -16 -13 -11  -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (NLMS Block 1024 (5min)):
Original[4:9]: [-11 -13 -11 -11  -9]
Recon[4:9]:    [-11 -13 -11 -11  -9]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (NLMS Block 1024 (5min)):
Original[4:9]: [ 32  48  70  92 107]
Recon[4:9]:    [ 32  48  70  92 107]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (NLMS Block 1024 (5min)):
Original[4:9]: [-33 -33 -33 -35 -35]
Recon[4:9]:    [-33 -33 -33 -35 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (NLMS Block 1024 (5min)):
Original[4:9]: [215 217 155  97 106]
Recon[4:9]:    [215 217 155  97 106]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (NLMS Block 1024 (5min)):
Original[4:9]: [-42 -20 -13 -13 -15]
Recon[4:9]:    [-42 -20 -13 -13 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (NLMS Block 1024 (5min)):
Original[4:9]: [-48 -46 -47 -42 -34]
Recon[4:9]:    [-48 -46 -47 -42 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (NLMS Block 1024 (5min)):
Original[4:9]: [-44 -42 -44 -45 -50]
Recon[4:9]:    [-44 -42 -44 -45 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (NLMS Block 1024 (5min)):
Original[4:9]: [-27 -14  28 122 176]
Recon[4:9]:    [-27 -14  28 122 176]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (NLMS Block 1024 (5min)):
Original[4:9]: [-54 -56 -57 -58 -57]
Recon[4:9]:    [-54 -56 -57 -58 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (NLMS Block 1024 (5min)):
Original[4:9]: [-14 -46 -40 -36 -40]
Recon[4:9]:    [-14 -46 -40 -36 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (NLMS Block 1024 (5min)):
Original[4:9]: [-70 -74 -72 -70 -69]
Recon[4:9]:    [-70 -74 -72 -70 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (NLMS Block 1024 (5min)):
Original[4:9]: [19 14  6  5  8]
Recon[4:9]:    [19 14  6  5  8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (NLMS Block 1024 (5min)):
Original[4:9]: [-25 -25 -25 -29 -31]
Recon[4:9]:    [-25 -25 -25 -29 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (NLMS Block 1024 (5min)):
Original[4:9]: [-80 -82 -81 -79 -79]
Recon[4:9]:    [-80 -82 -81 -79 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (NLMS Block 1024 (5min)):
Original[4:9]: [-35 -34 -34 -32 -34]
Recon[4:9]:    [-35 -34 -34 -32 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (NLMS Block 1024 (5min)):
Original[4:9]: [ -80  -94 -112 -124 -133]
Recon[4:9]:    [ -80  -94 -112 -124 -133]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (NLMS Block 1024 (5min)):
Original[4:9]: [-53 -53 -49 -48 -49]
Recon[4:9]:    [-53 -53 -49 -48 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (NLMS Block 1024 (5min)):
Original[4:9]: [-161 -161 -157 -150 -143]
Recon[4:9]:    [-161 -161 -157 -150 -143]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (NLMS Block 1024 (5min)):
Original[4:9]: [ -9 -14 -16 -18 -17]
Recon[4:9]:    [ -9 -14 -16 -18 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (NLMS Block 1024 (5min)):
Original[4:9]: [-147 -140 -131 -119 -107]
Recon[4:9]:    [-147 -140 -131 -119 -107]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (NLMS Block 1024 (5min)):
Original[4:9]: [-19 -20 -15 -17 -18]
Recon[4:9]:    [-19 -20 -15 -17 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (NLMS Block 1024 (5min)):
Original[4:9]: [-70 -66 -68 -66 -60]
Recon[4:9]:    [-70 -66 -68 -66 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (NLMS Block 1024 (5min)):
Original[4:9]: [-15 -22 -44 -63 -82]
Recon[4:9]:    [-15 -22 -44 -63 -82]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (NLMS Block 1024 (5min)):
Original[4:9]: [ -95  -98 -100  -93  -88]
Recon[4:9]:    [ -95  -98 -100  -93  -88]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (NLMS Block 1024 (5min)):
Original[4:9]: [-47 -45 -56 -71 -75]
Recon[4:9]:    [-47 -45 -56 -71 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (NLMS Block 1024 (5min)):
Original[4:9]: [-75 -68 -60 -53 -48]
Recon[4:9]:    [-75 -68 -60 -53 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (NLMS Block 1024 (5min)):
Original[4:9]: [-101 -109 -114 -110  -96]
Recon[4:9]:    [-101 -109 -114 -110  -96]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (NLMS Block 1024 (5min)):
Original[4:9]: [-66 -52 -43 -42 -47]
Recon[4:9]:    [-66 -52 -43 -42 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (NLMS Block 1024 (5min)):
Original[4:9]: [-71  52 102  64   2]
Recon[4:9]:    [-71  52 102  64   2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (NLMS Block 1024 (5min)):
Original[4:9]: [-70 -69 -71 -78 -95]
Recon[4:9]:    [-70 -69 -71 -78 -95]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (NLMS Block 1024 (5min)):
Original[4:9]: [-105 -100  -99 -104 -105]
Recon[4:9]:    [-105 -100  -99 -104 -105]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (NLMS Block 1024 (5min)):
Original[4:9]: [ -6 -10 -15 -16 -21]
Recon[4:9]:    [ -6 -10 -15 -16 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (NLMS Block 1024 (5min)):
Original[4:9]: [ -3   2  -5 -12 -28]
Recon[4:9]:    [ -3   2  -5 -12 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (NLMS Block 1024 (5min)):
Original[4:9]: [ -4  -3 -12 -32 -52]
Recon[4:9]:    [ -4  -3 -12 -32 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 53 (NLMS Block 1024 (5min)):
Original[4:9]: [-48 -45 -37 -22  -3]
Recon[4:9]:    [-48 -45 -37 -22  -3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 54 (NLMS Block 1024 (5min)):
Original[4:9]: [-83 -81 -77 -77 -74]
Recon[4:9]:    [-83 -81 -77 -77 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 55 (NLMS Block 1024 (5min)):
Original[4:9]: [-48 -18  -4  -1 -10]
Recon[4:9]:    [-48 -18  -4  -1 -10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 56 (NLMS Block 1024 (5min)):
Original[4:9]: [12 24 34 42 49]
Recon[4:9]:    [12 24 34 42 49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 57 (NLMS Block 1024 (5min)):
Original[4:9]: [-90 -93 -94 -93 -92]
Recon[4:9]:    [-90 -93 -94 -93 -92]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 58 (NLMS Block 1024 (5min)):
Original[4:9]: [-117  -99  -70  -51  -46]
Recon[4:9]:    [-117  -99  -70  -51  -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 59 (NLMS Block 1024 (5min)):
Original[4:9]: [119  37   7   9  10]
Recon[4:9]:    [119  37   7   9  10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 60 (NLMS Block 1024 (5min)):
Original[4:9]: [ 90  91  97 106 120]
Recon[4:9]:    [ 90  91  97 106 120]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 61 (NLMS Block 1024 (5min)):
Original[4:9]: [ -98 -108 -110 -112 -118]
Recon[4:9]:    [ -98 -108 -110 -112 -118]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 62 (NLMS Block 1024 (5min)):
Original[4:9]: [-36 -32 -25 -25 -31]
Recon[4:9]:    [-36 -32 -25 -25 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 63 (NLMS Block 1024 (5min)):
Original[4:9]: [-221 -227 -236 -234 -225]
Recon[4:9]:    [-221 -227 -236 -234 -225]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 64 (NLMS Block 1024 (5min)):
Original[4:9]: [-28 -29 -37 -43 -48]
Recon[4:9]:    [-28 -29 -37 -43 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 65 (NLMS Block 1024 (5min)):
Original[4:9]: [-52 -42 -32 -28 -33]
Recon[4:9]:    [-52 -42 -32 -28 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 66 (NLMS Block 1024 (5min)):
Original[4:9]: [-90 -90 -91 -86 -84]
Recon[4:9]:    [-90 -90 -91 -86 -84]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 67 (NLMS Block 1024 (5min)):
Original[4:9]: [-55 -62 -61 -52 -48]
Recon[4:9]:    [-55 -62 -61 -52 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 68 (NLMS Block 1024 (5min)):
Original[4:9]: [-38 -42 -46 -49 -53]
Recon[4:9]:    [-38 -42 -46 -49 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 69 (NLMS Block 1024 (5min)):
Original[4:9]: [-91 -94 -93 -93 -94]
Recon[4:9]:    [-91 -94 -93 -93 -94]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 70 (NLMS Block 1024 (5min)):
Original[4:9]: [-123 -120  -87  -46  -24]
Recon[4:9]:    [-123 -120  -87  -46  -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 71 (NLMS Block 1024 (5min)):
Original[4:9]: [-70 -75 -77 -75 -63]
Recon[4:9]:    [-70 -75 -77 -75 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 72 (NLMS Block 1024 (5min)):
Original[4:9]: [-49 -49 -47 -44 -43]
Recon[4:9]:    [-49 -49 -47 -44 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 73 (NLMS Block 1024 (5min)):
Original[4:9]: [ -75  -88 -102 -106  -87]
Recon[4:9]:    [ -75  -88 -102 -106  -87]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 74 (NLMS Block 1024 (5min)):
Original[4:9]: [-1 -3  3  7  7]
Recon[4:9]:    [-1 -3  3  7  7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 75 (NLMS Block 1024 (5min)):
Original[4:9]: [-64 -60 -63 -64 -59]
Recon[4:9]:    [-64 -60 -63 -64 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 76 (NLMS Block 1024 (5min)):
Original[4:9]: [10 26 44 57 73]
Recon[4:9]:    [10 26 44 57 73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 77 (NLMS Block 1024 (5min)):
Original[4:9]: [-46 -38 -34 -38 -46]
Recon[4:9]:    [-46 -38 -34 -38 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 78 (NLMS Block 1024 (5min)):
Original[4:9]: [-75 -73 -69 -71 -73]
Recon[4:9]:    [-75 -73 -69 -71 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 79 (NLMS Block 1024 (5min)):
Original[4:9]: [-52 -53 -56 -54 -57]
Recon[4:9]:    [-52 -53 -56 -54 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 80 (NLMS Block 1024 (5min)):
Original[4:9]: [-108 -107 -106 -107 -105]
Recon[4:9]:    [-108 -107 -106 -107 -105]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 81 (NLMS Block 1024 (5min)):
Original[4:9]: [ -92 -102 -112 -123 -136]
Recon[4:9]:    [ -92 -102 -112 -123 -136]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 82 (NLMS Block 1024 (5min)):
Original[4:9]: [-52 -54 -51 -50 -51]
Recon[4:9]:    [-52 -54 -51 -50 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 83 (NLMS Block 1024 (5min)):
Original[4:9]: [-140 -148 -158 -165 -169]
Recon[4:9]:    [-140 -148 -158 -165 -169]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 84 (NLMS Block 1024 (5min)):
Original[4:9]: [-69 -66 -65 -64 -69]
Recon[4:9]:    [-69 -66 -65 -64 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 85 (NLMS Block 1024 (5min)):
Original[4:9]: [-158 -166 -173 -182 -191]
Recon[4:9]:    [-158 -166 -173 -182 -191]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 86 (NLMS Block 1024 (5min)):
Original[4:9]: [-46 -47 -48 -51 -50]
Recon[4:9]:    [-46 -47 -48 -51 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 87 (NLMS Block 1024 (5min)):
Original[4:9]: [ 12  -9 -32 -56 -79]
Recon[4:9]:    [ 12  -9 -32 -56 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 88 (NLMS Block 1024 (5min)):
Original[4:9]: [-51 -50 -47 -49 -51]
Recon[4:9]:    [-51 -50 -47 -49 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 89 (NLMS Block 1024 (5min)):
Original[4:9]: [ -84  -95 -101  -93  -80]
Recon[4:9]:    [ -84  -95 -101  -93  -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 90 (NLMS Block 1024 (5min)):
Original[4:9]: [-46 -55 -53 -54 -58]
Recon[4:9]:    [-46 -55 -53 -54 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 91 (NLMS Block 1024 (5min)):
Original[4:9]: [-35 -33 -31 -27 -24]
Recon[4:9]:    [-35 -33 -31 -27 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 92 (NLMS Block 1024 (5min)):
Original[4:9]: [-106 -103 -109 -116 -120]
Recon[4:9]:    [-106 -103 -109 -116 -120]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 93 (NLMS Block 1024 (5min)):
Original[4:9]: [-14 -10 -20 -27 -26]
Recon[4:9]:    [-14 -10 -20 -27 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 94 (NLMS Block 1024 (5min)):
Original[4:9]: [-2 -1  0  4  3]
Recon[4:9]:    [-2 -1  0  4  3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 95 (NLMS Block 1024 (5min)):
Original[4:9]: [74 76 70 69 67]
Recon[4:9]:    [74 76 70 69 67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 96 (NLMS Block 1024 (5min)):
Original[4:9]: [-44 -45 -48 -52 -50]
Recon[4:9]:    [-44 -45 -48 -52 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 97 (NLMS Block 1024 (5min)):
Original[4:9]: [-30 -30 -29 -33 -38]
Recon[4:9]:    [-30 -30 -29 -33 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 98 (NLMS Block 1024 (5min)):
Original[4:9]: [ 48  16 -12 -36 -49]
Recon[4:9]:    [ 48  16 -12 -36 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 99 (NLMS Block 1024 (5min)):
Original[4:9]: [-38 -39 -40 -43 -42]
Recon[4:9]:    [-38 -39 -40 -43 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 100 (NLMS Block 1024 (5min)):
Original[4:9]: [-73 -69 -72 -77 -78]
Recon[4:9]:    [-73 -69 -72 -77 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 101 (NLMS Block 1024 (5min)):
Original[4:9]: [-1  0  0  0 -3]
Recon[4:9]:    [-1  0  0  0 -3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 102 (NLMS Block 1024 (5min)):
Original[4:9]: [-24 -18 -20 -24 -19]
Recon[4:9]:    [-24 -18 -20 -24 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 103 (NLMS Block 1024 (5min)):
Original[4:9]: [-51 -55 -56 -56 -61]
Recon[4:9]:    [-51 -55 -56 -56 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 104 (NLMS Block 1024 (5min)):
Original[4:9]: [-51 -46 -42 -40 -42]
Recon[4:9]:    [-51 -46 -42 -40 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 105 (NLMS Block 1024 (5min)):
Original[4:9]: [ -87  -89  -96 -102  -98]
Recon[4:9]:    [ -87  -89  -96 -102  -98]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- NLMS Block 1024 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added NLMS results for Block 1024: CR Rice=1.758, CR Huff=1.823, mean L2=24.42369
Best params for GASS Block 1024 (10s): {'order': 4, 'mu': 1e-07, 'rho': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (GASS Block 1024 (5min)):
Original[4:9]: [-30 -30 -30 -30 -29]
Recon[4:9]:    [-30 -30 -30 -30 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (GASS Block 1024 (5min)):
Original[4:9]: [1 3 5 8 5]
Recon[4:9]:    [1 3 5 8 5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (GASS Block 1024 (5min)):
Original[4:9]: [-53 -54 -49 -44 -36]
Recon[4:9]:    [-53 -54 -49 -44 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (GASS Block 1024 (5min)):
Original[4:9]: [-4 -4 -6 -8 -4]
Recon[4:9]:    [-4 -4 -6 -8 -4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (GASS Block 1024 (5min)):
Original[4:9]: [187 164  83  24   7]
Recon[4:9]:    [187 164  83  24   7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (GASS Block 1024 (5min)):
Original[4:9]: [33 34 38 40 39]
Recon[4:9]:    [33 34 38 40 39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (GASS Block 1024 (5min)):
Original[4:9]: [29 21 14 15 13]
Recon[4:9]:    [29 21 14 15 13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (GASS Block 1024 (5min)):
Original[4:9]: [-8  1  3  3 -1]
Recon[4:9]:    [-8  1  3  3 -1]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (GASS Block 1024 (5min)):
Original[4:9]: [-79 -69 -49 -28 -19]
Recon[4:9]:    [-79 -69 -49 -28 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (GASS Block 1024 (5min)):
Original[4:9]: [65 65 65 70 75]
Recon[4:9]:    [65 65 65 70 75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (GASS Block 1024 (5min)):
Original[4:9]: [-30 -27 -30 -36 -38]
Recon[4:9]:    [-30 -27 -30 -36 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (GASS Block 1024 (5min)):
Original[4:9]: [-21 -17 -15 -13 -16]
Recon[4:9]:    [-21 -17 -15 -13 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (GASS Block 1024 (5min)):
Original[4:9]: [-28 -32 -29 -22 -21]
Recon[4:9]:    [-28 -32 -29 -22 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (GASS Block 1024 (5min)):
Original[4:9]: [2 2 2 2 4]
Recon[4:9]:    [2 2 2 2 4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (GASS Block 1024 (5min)):
Original[4:9]: [31  3  6 12  8]
Recon[4:9]:    [31  3  6 12  8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (GASS Block 1024 (5min)):
Original[4:9]: [ 9 13 20 25 25]
Recon[4:9]:    [ 9 13 20 25 25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (GASS Block 1024 (5min)):
Original[4:9]: [154 162  89  23   4]
Recon[4:9]:    [154 162  89  23   4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (GASS Block 1024 (5min)):
Original[4:9]: [20 23 21 21 20]
Recon[4:9]:    [20 23 21 21 20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (GASS Block 1024 (5min)):
Original[4:9]: [-19 -16 -13 -11  -7]
Recon[4:9]:    [-19 -16 -13 -11  -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (GASS Block 1024 (5min)):
Original[4:9]: [-11 -13 -11 -11  -9]
Recon[4:9]:    [-11 -13 -11 -11  -9]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (GASS Block 1024 (5min)):
Original[4:9]: [ 32  48  70  92 107]
Recon[4:9]:    [ 32  48  70  92 107]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (GASS Block 1024 (5min)):
Original[4:9]: [-33 -33 -33 -35 -35]
Recon[4:9]:    [-33 -33 -33 -35 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (GASS Block 1024 (5min)):
Original[4:9]: [215 217 155  97 106]
Recon[4:9]:    [215 217 155  97 106]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (GASS Block 1024 (5min)):
Original[4:9]: [-42 -20 -13 -13 -15]
Recon[4:9]:    [-42 -20 -13 -13 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (GASS Block 1024 (5min)):
Original[4:9]: [-48 -46 -47 -42 -34]
Recon[4:9]:    [-48 -46 -47 -42 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (GASS Block 1024 (5min)):
Original[4:9]: [-44 -42 -44 -45 -50]
Recon[4:9]:    [-44 -42 -44 -45 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (GASS Block 1024 (5min)):
Original[4:9]: [-27 -14  28 122 176]
Recon[4:9]:    [-27 -14  28 122 176]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (GASS Block 1024 (5min)):
Original[4:9]: [-54 -56 -57 -58 -57]
Recon[4:9]:    [-54 -56 -57 -58 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (GASS Block 1024 (5min)):
Original[4:9]: [-14 -46 -40 -36 -40]
Recon[4:9]:    [-14 -46 -40 -36 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (GASS Block 1024 (5min)):
Original[4:9]: [-70 -74 -72 -70 -69]
Recon[4:9]:    [-70 -74 -72 -70 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (GASS Block 1024 (5min)):
Original[4:9]: [19 14  6  5  8]
Recon[4:9]:    [19 14  6  5  8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (GASS Block 1024 (5min)):
Original[4:9]: [-25 -25 -25 -29 -31]
Recon[4:9]:    [-25 -25 -25 -29 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (GASS Block 1024 (5min)):
Original[4:9]: [-80 -82 -81 -79 -79]
Recon[4:9]:    [-80 -82 -81 -79 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (GASS Block 1024 (5min)):
Original[4:9]: [-35 -34 -34 -32 -34]
Recon[4:9]:    [-35 -34 -34 -32 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (GASS Block 1024 (5min)):
Original[4:9]: [ -80  -94 -112 -124 -133]
Recon[4:9]:    [ -80  -94 -112 -124 -133]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (GASS Block 1024 (5min)):
Original[4:9]: [-53 -53 -49 -48 -49]
Recon[4:9]:    [-53 -53 -49 -48 -49]
Raw difference: [0 0 0 0 0]
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L2 calculation: 0.0

DEBUG Segment 36 (GASS Block 1024 (5min)):
Original[4:9]: [-161 -161 -157 -150 -143]
Recon[4:9]:    [-161 -161 -157 -150 -143]
Raw difference: [0 0 0 0 0]
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L2 calculation: 0.0

DEBUG Segment 37 (GASS Block 1024 (5min)):
Original[4:9]: [ -9 -14 -16 -18 -17]
Recon[4:9]:    [ -9 -14 -16 -18 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (GASS Block 1024 (5min)):
Original[4:9]: [-147 -140 -131 -119 -107]
Recon[4:9]:    [-147 -140 -131 -119 -107]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (GASS Block 1024 (5min)):
Original[4:9]: [-19 -20 -15 -17 -18]
Recon[4:9]:    [-19 -20 -15 -17 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (GASS Block 1024 (5min)):
Original[4:9]: [-70 -66 -68 -66 -60]
Recon[4:9]:    [-70 -66 -68 -66 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (GASS Block 1024 (5min)):
Original[4:9]: [-15 -22 -44 -63 -82]
Recon[4:9]:    [-15 -22 -44 -63 -82]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (GASS Block 1024 (5min)):
Original[4:9]: [ -95  -98 -100  -93  -88]
Recon[4:9]:    [ -95  -98 -100  -93  -88]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (GASS Block 1024 (5min)):
Original[4:9]: [-47 -45 -56 -71 -75]
Recon[4:9]:    [-47 -45 -56 -71 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (GASS Block 1024 (5min)):
Original[4:9]: [-75 -68 -60 -53 -48]
Recon[4:9]:    [-75 -68 -60 -53 -48]
Raw difference: [0 0 0 0 0]
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L2 calculation: 0.0

DEBUG Segment 45 (GASS Block 1024 (5min)):
Original[4:9]: [-101 -109 -114 -110  -96]
Recon[4:9]:    [-101 -109 -114 -110  -96]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (GASS Block 1024 (5min)):
Original[4:9]: [-66 -52 -43 -42 -47]
Recon[4:9]:    [-66 -52 -43 -42 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (GASS Block 1024 (5min)):
Original[4:9]: [-71  52 102  64   2]
Recon[4:9]:    [-71  52 102  64   2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (GASS Block 1024 (5min)):
Original[4:9]: [-70 -69 -71 -78 -95]
Recon[4:9]:    [-70 -69 -71 -78 -95]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (GASS Block 1024 (5min)):
Original[4:9]: [-105 -100  -99 -104 -105]
Recon[4:9]:    [-105 -100  -99 -104 -105]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (GASS Block 1024 (5min)):
Original[4:9]: [ -6 -10 -15 -16 -21]
Recon[4:9]:    [ -6 -10 -15 -16 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (GASS Block 1024 (5min)):
Original[4:9]: [ -3   2  -5 -12 -28]
Recon[4:9]:    [ -3   2  -5 -12 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (GASS Block 1024 (5min)):
Original[4:9]: [ -4  -3 -12 -32 -52]
Recon[4:9]:    [ -4  -3 -12 -32 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 53 (GASS Block 1024 (5min)):
Original[4:9]: [-48 -45 -37 -22  -3]
Recon[4:9]:    [-48 -45 -37 -22  -3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 54 (GASS Block 1024 (5min)):
Original[4:9]: [-83 -81 -77 -77 -74]
Recon[4:9]:    [-83 -81 -77 -77 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 55 (GASS Block 1024 (5min)):
Original[4:9]: [-48 -18  -4  -1 -10]
Recon[4:9]:    [-48 -18  -4  -1 -10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 56 (GASS Block 1024 (5min)):
Original[4:9]: [12 24 34 42 49]
Recon[4:9]:    [12 24 34 42 49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 57 (GASS Block 1024 (5min)):
Original[4:9]: [-90 -93 -94 -93 -92]
Recon[4:9]:    [-90 -93 -94 -93 -92]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 58 (GASS Block 1024 (5min)):
Original[4:9]: [-117  -99  -70  -51  -46]
Recon[4:9]:    [-117  -99  -70  -51  -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 59 (GASS Block 1024 (5min)):
Original[4:9]: [119  37   7   9  10]
Recon[4:9]:    [119  37   7   9  10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 60 (GASS Block 1024 (5min)):
Original[4:9]: [ 90  91  97 106 120]
Recon[4:9]:    [ 90  91  97 106 120]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 61 (GASS Block 1024 (5min)):
Original[4:9]: [ -98 -108 -110 -112 -118]
Recon[4:9]:    [ -98 -108 -110 -112 -118]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 62 (GASS Block 1024 (5min)):
Original[4:9]: [-36 -32 -25 -25 -31]
Recon[4:9]:    [-36 -32 -25 -25 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 63 (GASS Block 1024 (5min)):
Original[4:9]: [-221 -227 -236 -234 -225]
Recon[4:9]:    [-221 -227 -236 -234 -225]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 64 (GASS Block 1024 (5min)):
Original[4:9]: [-28 -29 -37 -43 -48]
Recon[4:9]:    [-28 -29 -37 -43 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 65 (GASS Block 1024 (5min)):
Original[4:9]: [-52 -42 -32 -28 -33]
Recon[4:9]:    [-52 -42 -32 -28 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 66 (GASS Block 1024 (5min)):
Original[4:9]: [-90 -90 -91 -86 -84]
Recon[4:9]:    [-90 -90 -91 -86 -84]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 67 (GASS Block 1024 (5min)):
Original[4:9]: [-55 -62 -61 -52 -48]
Recon[4:9]:    [-55 -62 -61 -52 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 68 (GASS Block 1024 (5min)):
Original[4:9]: [-38 -42 -46 -49 -53]
Recon[4:9]:    [-38 -42 -46 -49 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 69 (GASS Block 1024 (5min)):
Original[4:9]: [-91 -94 -93 -93 -94]
Recon[4:9]:    [-91 -94 -93 -93 -94]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 70 (GASS Block 1024 (5min)):
Original[4:9]: [-123 -120  -87  -46  -24]
Recon[4:9]:    [-123 -120  -87  -46  -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 71 (GASS Block 1024 (5min)):
Original[4:9]: [-70 -75 -77 -75 -63]
Recon[4:9]:    [-70 -75 -77 -75 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 72 (GASS Block 1024 (5min)):
Original[4:9]: [-49 -49 -47 -44 -43]
Recon[4:9]:    [-49 -49 -47 -44 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 73 (GASS Block 1024 (5min)):
Original[4:9]: [ -75  -88 -102 -106  -87]
Recon[4:9]:    [ -75  -88 -102 -106  -87]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 74 (GASS Block 1024 (5min)):
Original[4:9]: [-1 -3  3  7  7]
Recon[4:9]:    [-1 -3  3  7  7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 75 (GASS Block 1024 (5min)):
Original[4:9]: [-64 -60 -63 -64 -59]
Recon[4:9]:    [-64 -60 -63 -64 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 76 (GASS Block 1024 (5min)):
Original[4:9]: [10 26 44 57 73]
Recon[4:9]:    [10 26 44 57 73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 77 (GASS Block 1024 (5min)):
Original[4:9]: [-46 -38 -34 -38 -46]
Recon[4:9]:    [-46 -38 -34 -38 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 78 (GASS Block 1024 (5min)):
Original[4:9]: [-75 -73 -69 -71 -73]
Recon[4:9]:    [-75 -73 -69 -71 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 79 (GASS Block 1024 (5min)):
Original[4:9]: [-52 -53 -56 -54 -57]
Recon[4:9]:    [-52 -53 -56 -54 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 80 (GASS Block 1024 (5min)):
Original[4:9]: [-108 -107 -106 -107 -105]
Recon[4:9]:    [-108 -107 -106 -107 -105]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 81 (GASS Block 1024 (5min)):
Original[4:9]: [ -92 -102 -112 -123 -136]
Recon[4:9]:    [ -92 -102 -112 -123 -136]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 82 (GASS Block 1024 (5min)):
Original[4:9]: [-52 -54 -51 -50 -51]
Recon[4:9]:    [-52 -54 -51 -50 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 83 (GASS Block 1024 (5min)):
Original[4:9]: [-140 -148 -158 -165 -169]
Recon[4:9]:    [-140 -148 -158 -165 -169]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 84 (GASS Block 1024 (5min)):
Original[4:9]: [-69 -66 -65 -64 -69]
Recon[4:9]:    [-69 -66 -65 -64 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 85 (GASS Block 1024 (5min)):
Original[4:9]: [-158 -166 -173 -182 -191]
Recon[4:9]:    [-158 -166 -173 -182 -191]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 86 (GASS Block 1024 (5min)):
Original[4:9]: [-46 -47 -48 -51 -50]
Recon[4:9]:    [-46 -47 -48 -51 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 87 (GASS Block 1024 (5min)):
Original[4:9]: [ 12  -9 -32 -56 -79]
Recon[4:9]:    [ 12  -9 -32 -56 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 88 (GASS Block 1024 (5min)):
Original[4:9]: [-51 -50 -47 -49 -51]
Recon[4:9]:    [-51 -50 -47 -49 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 89 (GASS Block 1024 (5min)):
Original[4:9]: [ -84  -95 -101  -93  -80]
Recon[4:9]:    [ -84  -95 -101  -93  -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 90 (GASS Block 1024 (5min)):
Original[4:9]: [-46 -55 -53 -54 -58]
Recon[4:9]:    [-46 -55 -53 -54 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 91 (GASS Block 1024 (5min)):
Original[4:9]: [-35 -33 -31 -27 -24]
Recon[4:9]:    [-35 -33 -31 -27 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 92 (GASS Block 1024 (5min)):
Original[4:9]: [-106 -103 -109 -116 -120]
Recon[4:9]:    [-106 -103 -109 -116 -120]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 93 (GASS Block 1024 (5min)):
Original[4:9]: [-14 -10 -20 -27 -26]
Recon[4:9]:    [-14 -10 -20 -27 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 94 (GASS Block 1024 (5min)):
Original[4:9]: [-2 -1  0  4  3]
Recon[4:9]:    [-2 -1  0  4  3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 95 (GASS Block 1024 (5min)):
Original[4:9]: [74 76 70 69 67]
Recon[4:9]:    [74 76 70 69 67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 96 (GASS Block 1024 (5min)):
Original[4:9]: [-44 -45 -48 -52 -50]
Recon[4:9]:    [-44 -45 -48 -52 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 97 (GASS Block 1024 (5min)):
Original[4:9]: [-30 -30 -29 -33 -38]
Recon[4:9]:    [-30 -30 -29 -33 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 98 (GASS Block 1024 (5min)):
Original[4:9]: [ 48  16 -12 -36 -49]
Recon[4:9]:    [ 48  16 -12 -36 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 99 (GASS Block 1024 (5min)):
Original[4:9]: [-38 -39 -40 -43 -42]
Recon[4:9]:    [-38 -39 -40 -43 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 100 (GASS Block 1024 (5min)):
Original[4:9]: [-73 -69 -72 -77 -78]
Recon[4:9]:    [-73 -69 -72 -77 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 101 (GASS Block 1024 (5min)):
Original[4:9]: [-1  0  0  0 -3]
Recon[4:9]:    [-1  0  0  0 -3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 102 (GASS Block 1024 (5min)):
Original[4:9]: [-24 -18 -20 -24 -19]
Recon[4:9]:    [-24 -18 -20 -24 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 103 (GASS Block 1024 (5min)):
Original[4:9]: [-51 -55 -56 -56 -61]
Recon[4:9]:    [-51 -55 -56 -56 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 104 (GASS Block 1024 (5min)):
Original[4:9]: [-51 -46 -42 -40 -42]
Recon[4:9]:    [-51 -46 -42 -40 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 105 (GASS Block 1024 (5min)):
Original[4:9]: [ -87  -89  -96 -102  -98]
Recon[4:9]:    [ -87  -89  -96 -102  -98]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- GASS Block 1024 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added GASS results for Block 1024: CR Rice=2.105, CR Huff=2.187, mean L2=14.06276
Best params for LMS Block 2048 (10s): {'order': 4, 'mu': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (LMS Block 2048 (5min)):
Original[4:9]: [-30 -30 -30 -30 -29]
Recon[4:9]:    [-30 -30 -30 -30 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (LMS Block 2048 (5min)):
Original[4:9]: [-53 -54 -49 -44 -36]
Recon[4:9]:    [-53 -54 -49 -44 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (LMS Block 2048 (5min)):
Original[4:9]: [187 164  83  24   7]
Recon[4:9]:    [187 164  83  24   7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (LMS Block 2048 (5min)):
Original[4:9]: [29 21 14 15 13]
Recon[4:9]:    [29 21 14 15 13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (LMS Block 2048 (5min)):
Original[4:9]: [-79 -69 -49 -28 -19]
Recon[4:9]:    [-79 -69 -49 -28 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (LMS Block 2048 (5min)):
Original[4:9]: [-30 -27 -30 -36 -38]
Recon[4:9]:    [-30 -27 -30 -36 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (LMS Block 2048 (5min)):
Original[4:9]: [-28 -32 -29 -22 -21]
Recon[4:9]:    [-28 -32 -29 -22 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (LMS Block 2048 (5min)):
Original[4:9]: [31  3  6 12  8]
Recon[4:9]:    [31  3  6 12  8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (LMS Block 2048 (5min)):
Original[4:9]: [154 162  89  23   4]
Recon[4:9]:    [154 162  89  23   4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (LMS Block 2048 (5min)):
Original[4:9]: [-19 -16 -13 -11  -7]
Recon[4:9]:    [-19 -16 -13 -11  -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (LMS Block 2048 (5min)):
Original[4:9]: [ 32  48  70  92 107]
Recon[4:9]:    [ 32  48  70  92 107]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (LMS Block 2048 (5min)):
Original[4:9]: [215 217 155  97 106]
Recon[4:9]:    [215 217 155  97 106]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (LMS Block 2048 (5min)):
Original[4:9]: [-48 -46 -47 -42 -34]
Recon[4:9]:    [-48 -46 -47 -42 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (LMS Block 2048 (5min)):
Original[4:9]: [-27 -14  28 122 176]
Recon[4:9]:    [-27 -14  28 122 176]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (LMS Block 2048 (5min)):
Original[4:9]: [-14 -46 -40 -36 -40]
Recon[4:9]:    [-14 -46 -40 -36 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (LMS Block 2048 (5min)):
Original[4:9]: [19 14  6  5  8]
Recon[4:9]:    [19 14  6  5  8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (LMS Block 2048 (5min)):
Original[4:9]: [-80 -82 -81 -79 -79]
Recon[4:9]:    [-80 -82 -81 -79 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (LMS Block 2048 (5min)):
Original[4:9]: [ -80  -94 -112 -124 -133]
Recon[4:9]:    [ -80  -94 -112 -124 -133]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (LMS Block 2048 (5min)):
Original[4:9]: [-161 -161 -157 -150 -143]
Recon[4:9]:    [-161 -161 -157 -150 -143]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (LMS Block 2048 (5min)):
Original[4:9]: [-147 -140 -131 -119 -107]
Recon[4:9]:    [-147 -140 -131 -119 -107]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (LMS Block 2048 (5min)):
Original[4:9]: [-70 -66 -68 -66 -60]
Recon[4:9]:    [-70 -66 -68 -66 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (LMS Block 2048 (5min)):
Original[4:9]: [ -95  -98 -100  -93  -88]
Recon[4:9]:    [ -95  -98 -100  -93  -88]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (LMS Block 2048 (5min)):
Original[4:9]: [-75 -68 -60 -53 -48]
Recon[4:9]:    [-75 -68 -60 -53 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (LMS Block 2048 (5min)):
Original[4:9]: [-66 -52 -43 -42 -47]
Recon[4:9]:    [-66 -52 -43 -42 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (LMS Block 2048 (5min)):
Original[4:9]: [-70 -69 -71 -78 -95]
Recon[4:9]:    [-70 -69 -71 -78 -95]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (LMS Block 2048 (5min)):
Original[4:9]: [ -6 -10 -15 -16 -21]
Recon[4:9]:    [ -6 -10 -15 -16 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (LMS Block 2048 (5min)):
Original[4:9]: [ -4  -3 -12 -32 -52]
Recon[4:9]:    [ -4  -3 -12 -32 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (LMS Block 2048 (5min)):
Original[4:9]: [-83 -81 -77 -77 -74]
Recon[4:9]:    [-83 -81 -77 -77 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (LMS Block 2048 (5min)):
Original[4:9]: [12 24 34 42 49]
Recon[4:9]:    [12 24 34 42 49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (LMS Block 2048 (5min)):
Original[4:9]: [-117  -99  -70  -51  -46]
Recon[4:9]:    [-117  -99  -70  -51  -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (LMS Block 2048 (5min)):
Original[4:9]: [ 90  91  97 106 120]
Recon[4:9]:    [ 90  91  97 106 120]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (LMS Block 2048 (5min)):
Original[4:9]: [-36 -32 -25 -25 -31]
Recon[4:9]:    [-36 -32 -25 -25 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (LMS Block 2048 (5min)):
Original[4:9]: [-28 -29 -37 -43 -48]
Recon[4:9]:    [-28 -29 -37 -43 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (LMS Block 2048 (5min)):
Original[4:9]: [-90 -90 -91 -86 -84]
Recon[4:9]:    [-90 -90 -91 -86 -84]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (LMS Block 2048 (5min)):
Original[4:9]: [-38 -42 -46 -49 -53]
Recon[4:9]:    [-38 -42 -46 -49 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (LMS Block 2048 (5min)):
Original[4:9]: [-123 -120  -87  -46  -24]
Recon[4:9]:    [-123 -120  -87  -46  -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (LMS Block 2048 (5min)):
Original[4:9]: [-49 -49 -47 -44 -43]
Recon[4:9]:    [-49 -49 -47 -44 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (LMS Block 2048 (5min)):
Original[4:9]: [-1 -3  3  7  7]
Recon[4:9]:    [-1 -3  3  7  7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (LMS Block 2048 (5min)):
Original[4:9]: [10 26 44 57 73]
Recon[4:9]:    [10 26 44 57 73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (LMS Block 2048 (5min)):
Original[4:9]: [-75 -73 -69 -71 -73]
Recon[4:9]:    [-75 -73 -69 -71 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (LMS Block 2048 (5min)):
Original[4:9]: [-108 -107 -106 -107 -105]
Recon[4:9]:    [-108 -107 -106 -107 -105]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (LMS Block 2048 (5min)):
Original[4:9]: [-52 -54 -51 -50 -51]
Recon[4:9]:    [-52 -54 -51 -50 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (LMS Block 2048 (5min)):
Original[4:9]: [-69 -66 -65 -64 -69]
Recon[4:9]:    [-69 -66 -65 -64 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (LMS Block 2048 (5min)):
Original[4:9]: [-46 -47 -48 -51 -50]
Recon[4:9]:    [-46 -47 -48 -51 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (LMS Block 2048 (5min)):
Original[4:9]: [-51 -50 -47 -49 -51]
Recon[4:9]:    [-51 -50 -47 -49 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (LMS Block 2048 (5min)):
Original[4:9]: [-46 -55 -53 -54 -58]
Recon[4:9]:    [-46 -55 -53 -54 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (LMS Block 2048 (5min)):
Original[4:9]: [-106 -103 -109 -116 -120]
Recon[4:9]:    [-106 -103 -109 -116 -120]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (LMS Block 2048 (5min)):
Original[4:9]: [-2 -1  0  4  3]
Recon[4:9]:    [-2 -1  0  4  3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (LMS Block 2048 (5min)):
Original[4:9]: [-44 -45 -48 -52 -50]
Recon[4:9]:    [-44 -45 -48 -52 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (LMS Block 2048 (5min)):
Original[4:9]: [ 48  16 -12 -36 -49]
Recon[4:9]:    [ 48  16 -12 -36 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (LMS Block 2048 (5min)):
Original[4:9]: [-73 -69 -72 -77 -78]
Recon[4:9]:    [-73 -69 -72 -77 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (LMS Block 2048 (5min)):
Original[4:9]: [-24 -18 -20 -24 -19]
Recon[4:9]:    [-24 -18 -20 -24 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (LMS Block 2048 (5min)):
Original[4:9]: [-51 -46 -42 -40 -42]
Recon[4:9]:    [-51 -46 -42 -40 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- LMS Block 2048 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added LMS results for Block 2048: CR Rice=1.865, CR Huff=1.936, mean L2=19.59773
Best params for NLMS Block 2048 (10s): {'order': 4, 'mu': 0.01} (avg l2-norm=0.00000)

DEBUG Segment 0 (NLMS Block 2048 (5min)):
Original[4:9]: [-30 -30 -30 -30 -29]
Recon[4:9]:    [-30 -30 -30 -30 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (NLMS Block 2048 (5min)):
Original[4:9]: [-53 -54 -49 -44 -36]
Recon[4:9]:    [-53 -54 -49 -44 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (NLMS Block 2048 (5min)):
Original[4:9]: [187 164  83  24   7]
Recon[4:9]:    [187 164  83  24   7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (NLMS Block 2048 (5min)):
Original[4:9]: [29 21 14 15 13]
Recon[4:9]:    [29 21 14 15 13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (NLMS Block 2048 (5min)):
Original[4:9]: [-79 -69 -49 -28 -19]
Recon[4:9]:    [-79 -69 -49 -28 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (NLMS Block 2048 (5min)):
Original[4:9]: [-30 -27 -30 -36 -38]
Recon[4:9]:    [-30 -27 -30 -36 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (NLMS Block 2048 (5min)):
Original[4:9]: [-28 -32 -29 -22 -21]
Recon[4:9]:    [-28 -32 -29 -22 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (NLMS Block 2048 (5min)):
Original[4:9]: [31  3  6 12  8]
Recon[4:9]:    [31  3  6 12  8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (NLMS Block 2048 (5min)):
Original[4:9]: [154 162  89  23   4]
Recon[4:9]:    [154 162  89  23   4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (NLMS Block 2048 (5min)):
Original[4:9]: [-19 -16 -13 -11  -7]
Recon[4:9]:    [-19 -16 -13 -11  -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (NLMS Block 2048 (5min)):
Original[4:9]: [ 32  48  70  92 107]
Recon[4:9]:    [ 32  48  70  92 107]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (NLMS Block 2048 (5min)):
Original[4:9]: [215 217 155  97 106]
Recon[4:9]:    [215 217 155  97 106]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (NLMS Block 2048 (5min)):
Original[4:9]: [-48 -46 -47 -42 -34]
Recon[4:9]:    [-48 -46 -47 -42 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (NLMS Block 2048 (5min)):
Original[4:9]: [-27 -14  28 122 176]
Recon[4:9]:    [-27 -14  28 122 176]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (NLMS Block 2048 (5min)):
Original[4:9]: [-14 -46 -40 -36 -40]
Recon[4:9]:    [-14 -46 -40 -36 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (NLMS Block 2048 (5min)):
Original[4:9]: [19 14  6  5  8]
Recon[4:9]:    [19 14  6  5  8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (NLMS Block 2048 (5min)):
Original[4:9]: [-80 -82 -81 -79 -79]
Recon[4:9]:    [-80 -82 -81 -79 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (NLMS Block 2048 (5min)):
Original[4:9]: [ -80  -94 -112 -124 -133]
Recon[4:9]:    [ -80  -94 -112 -124 -133]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (NLMS Block 2048 (5min)):
Original[4:9]: [-161 -161 -157 -150 -143]
Recon[4:9]:    [-161 -161 -157 -150 -143]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (NLMS Block 2048 (5min)):
Original[4:9]: [-147 -140 -131 -119 -107]
Recon[4:9]:    [-147 -140 -131 -119 -107]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (NLMS Block 2048 (5min)):
Original[4:9]: [-70 -66 -68 -66 -60]
Recon[4:9]:    [-70 -66 -68 -66 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (NLMS Block 2048 (5min)):
Original[4:9]: [ -95  -98 -100  -93  -88]
Recon[4:9]:    [ -95  -98 -100  -93  -88]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (NLMS Block 2048 (5min)):
Original[4:9]: [-75 -68 -60 -53 -48]
Recon[4:9]:    [-75 -68 -60 -53 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (NLMS Block 2048 (5min)):
Original[4:9]: [-66 -52 -43 -42 -47]
Recon[4:9]:    [-66 -52 -43 -42 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (NLMS Block 2048 (5min)):
Original[4:9]: [-70 -69 -71 -78 -95]
Recon[4:9]:    [-70 -69 -71 -78 -95]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (NLMS Block 2048 (5min)):
Original[4:9]: [ -6 -10 -15 -16 -21]
Recon[4:9]:    [ -6 -10 -15 -16 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (NLMS Block 2048 (5min)):
Original[4:9]: [ -4  -3 -12 -32 -52]
Recon[4:9]:    [ -4  -3 -12 -32 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (NLMS Block 2048 (5min)):
Original[4:9]: [-83 -81 -77 -77 -74]
Recon[4:9]:    [-83 -81 -77 -77 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (NLMS Block 2048 (5min)):
Original[4:9]: [12 24 34 42 49]
Recon[4:9]:    [12 24 34 42 49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (NLMS Block 2048 (5min)):
Original[4:9]: [-117  -99  -70  -51  -46]
Recon[4:9]:    [-117  -99  -70  -51  -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (NLMS Block 2048 (5min)):
Original[4:9]: [ 90  91  97 106 120]
Recon[4:9]:    [ 90  91  97 106 120]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (NLMS Block 2048 (5min)):
Original[4:9]: [-36 -32 -25 -25 -31]
Recon[4:9]:    [-36 -32 -25 -25 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (NLMS Block 2048 (5min)):
Original[4:9]: [-28 -29 -37 -43 -48]
Recon[4:9]:    [-28 -29 -37 -43 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (NLMS Block 2048 (5min)):
Original[4:9]: [-90 -90 -91 -86 -84]
Recon[4:9]:    [-90 -90 -91 -86 -84]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (NLMS Block 2048 (5min)):
Original[4:9]: [-38 -42 -46 -49 -53]
Recon[4:9]:    [-38 -42 -46 -49 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (NLMS Block 2048 (5min)):
Original[4:9]: [-123 -120  -87  -46  -24]
Recon[4:9]:    [-123 -120  -87  -46  -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (NLMS Block 2048 (5min)):
Original[4:9]: [-49 -49 -47 -44 -43]
Recon[4:9]:    [-49 -49 -47 -44 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (NLMS Block 2048 (5min)):
Original[4:9]: [-1 -3  3  7  7]
Recon[4:9]:    [-1 -3  3  7  7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (NLMS Block 2048 (5min)):
Original[4:9]: [10 26 44 57 73]
Recon[4:9]:    [10 26 44 57 73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (NLMS Block 2048 (5min)):
Original[4:9]: [-75 -73 -69 -71 -73]
Recon[4:9]:    [-75 -73 -69 -71 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (NLMS Block 2048 (5min)):
Original[4:9]: [-108 -107 -106 -107 -105]
Recon[4:9]:    [-108 -107 -106 -107 -105]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (NLMS Block 2048 (5min)):
Original[4:9]: [-52 -54 -51 -50 -51]
Recon[4:9]:    [-52 -54 -51 -50 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (NLMS Block 2048 (5min)):
Original[4:9]: [-69 -66 -65 -64 -69]
Recon[4:9]:    [-69 -66 -65 -64 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (NLMS Block 2048 (5min)):
Original[4:9]: [-46 -47 -48 -51 -50]
Recon[4:9]:    [-46 -47 -48 -51 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (NLMS Block 2048 (5min)):
Original[4:9]: [-51 -50 -47 -49 -51]
Recon[4:9]:    [-51 -50 -47 -49 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (NLMS Block 2048 (5min)):
Original[4:9]: [-46 -55 -53 -54 -58]
Recon[4:9]:    [-46 -55 -53 -54 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (NLMS Block 2048 (5min)):
Original[4:9]: [-106 -103 -109 -116 -120]
Recon[4:9]:    [-106 -103 -109 -116 -120]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (NLMS Block 2048 (5min)):
Original[4:9]: [-2 -1  0  4  3]
Recon[4:9]:    [-2 -1  0  4  3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (NLMS Block 2048 (5min)):
Original[4:9]: [-44 -45 -48 -52 -50]
Recon[4:9]:    [-44 -45 -48 -52 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (NLMS Block 2048 (5min)):
Original[4:9]: [ 48  16 -12 -36 -49]
Recon[4:9]:    [ 48  16 -12 -36 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (NLMS Block 2048 (5min)):
Original[4:9]: [-73 -69 -72 -77 -78]
Recon[4:9]:    [-73 -69 -72 -77 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (NLMS Block 2048 (5min)):
Original[4:9]: [-24 -18 -20 -24 -19]
Recon[4:9]:    [-24 -18 -20 -24 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (NLMS Block 2048 (5min)):
Original[4:9]: [-51 -46 -42 -40 -42]
Recon[4:9]:    [-51 -46 -42 -40 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- NLMS Block 2048 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added NLMS results for Block 2048: CR Rice=1.854, CR Huff=1.938, mean L2=20.75269
Best params for GASS Block 2048 (10s): {'order': 4, 'mu': 1e-07, 'rho': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (GASS Block 2048 (5min)):
Original[4:9]: [-30 -30 -30 -30 -29]
Recon[4:9]:    [-30 -30 -30 -30 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (GASS Block 2048 (5min)):
Original[4:9]: [-53 -54 -49 -44 -36]
Recon[4:9]:    [-53 -54 -49 -44 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (GASS Block 2048 (5min)):
Original[4:9]: [187 164  83  24   7]
Recon[4:9]:    [187 164  83  24   7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (GASS Block 2048 (5min)):
Original[4:9]: [29 21 14 15 13]
Recon[4:9]:    [29 21 14 15 13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (GASS Block 2048 (5min)):
Original[4:9]: [-79 -69 -49 -28 -19]
Recon[4:9]:    [-79 -69 -49 -28 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (GASS Block 2048 (5min)):
Original[4:9]: [-30 -27 -30 -36 -38]
Recon[4:9]:    [-30 -27 -30 -36 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (GASS Block 2048 (5min)):
Original[4:9]: [-28 -32 -29 -22 -21]
Recon[4:9]:    [-28 -32 -29 -22 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (GASS Block 2048 (5min)):
Original[4:9]: [31  3  6 12  8]
Recon[4:9]:    [31  3  6 12  8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (GASS Block 2048 (5min)):
Original[4:9]: [154 162  89  23   4]
Recon[4:9]:    [154 162  89  23   4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-19 -16 -13 -11  -7]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (GASS Block 2048 (5min)):
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Recon[4:9]:    [ 32  48  70  92 107]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (GASS Block 2048 (5min)):
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Recon[4:9]:    [215 217 155  97 106]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-48 -46 -47 -42 -34]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-27 -14  28 122 176]
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L2 calculation: 0.0

DEBUG Segment 14 (GASS Block 2048 (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (GASS Block 2048 (5min)):
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Recon[4:9]:    [19 14  6  5  8]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (GASS Block 2048 (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 18 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 19 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 20 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 21 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 22 (GASS Block 2048 (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-66 -52 -43 -42 -47]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-70 -69 -71 -78 -95]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 26 (GASS Block 2048 (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-83 -81 -77 -77 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (GASS Block 2048 (5min)):
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Recon[4:9]:    [12 24 34 42 49]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (GASS Block 2048 (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (GASS Block 2048 (5min)):
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Recon[4:9]:    [ 90  91  97 106 120]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-36 -32 -25 -25 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-28 -29 -37 -43 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-90 -90 -91 -86 -84]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-38 -42 -46 -49 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-123 -120  -87  -46  -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-49 -49 -47 -44 -43]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-1 -3  3  7  7]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (GASS Block 2048 (5min)):
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Recon[4:9]:    [10 26 44 57 73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-75 -73 -69 -71 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-108 -107 -106 -107 -105]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-52 -54 -51 -50 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-69 -66 -65 -64 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-46 -47 -48 -51 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (GASS Block 2048 (5min)):
Original[4:9]: [-51 -50 -47 -49 -51]
Recon[4:9]:    [-51 -50 -47 -49 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-46 -55 -53 -54 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-106 -103 -109 -116 -120]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-2 -1  0  4  3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-44 -45 -48 -52 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (GASS Block 2048 (5min)):
Original[4:9]: [ 48  16 -12 -36 -49]
Recon[4:9]:    [ 48  16 -12 -36 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (GASS Block 2048 (5min)):
Original[4:9]: [-73 -69 -72 -77 -78]
Recon[4:9]:    [-73 -69 -72 -77 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (GASS Block 2048 (5min)):
Original[4:9]: [-24 -18 -20 -24 -19]
Recon[4:9]:    [-24 -18 -20 -24 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (GASS Block 2048 (5min)):
Original[4:9]: [-51 -46 -42 -40 -42]
Recon[4:9]:    [-51 -46 -42 -40 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- GASS Block 2048 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added GASS results for Block 2048: CR Rice=2.170, CR Huff=2.247, mean L2=13.06757
Best params for LMS Elgendi Beats (10s): {'order': 4, 'mu': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (LMS Elgendi Beats (5min)):
Original[4:9]: [-30 -30 -30 -30 -29]
Recon[4:9]:    [-30 -30 -30 -30 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (LMS Elgendi Beats (5min)):
Original[4:9]: [ 1  0 -3 -6 -7]
Recon[4:9]:    [ 1  0 -3 -6 -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (LMS Elgendi Beats (5min)):
Original[4:9]: [  1  -1  -4  -6 -11]
Recon[4:9]:    [  1  -1  -4  -6 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (LMS Elgendi Beats (5min)):
Original[4:9]: [17 20 22 20 16]
Recon[4:9]:    [17 20 22 20 16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (LMS Elgendi Beats (5min)):
Original[4:9]: [ 6  5  1  0 -4]
Recon[4:9]:    [ 6  5  1  0 -4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (LMS Elgendi Beats (5min)):
Original[4:9]: [-54 -53 -52 -52 -55]
Recon[4:9]:    [-54 -53 -52 -52 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (LMS Elgendi Beats (5min)):
Original[4:9]: [-20 -23 -22 -23 -22]
Recon[4:9]:    [-20 -23 -22 -23 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (LMS Elgendi Beats (5min)):
Original[4:9]: [ -7 -10 -11 -13 -14]
Recon[4:9]:    [ -7 -10 -11 -13 -14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (LMS Elgendi Beats (5min)):
Original[4:9]: [ 0 -1  1  2  0]
Recon[4:9]:    [ 0 -1  1  2  0]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (LMS Elgendi Beats (5min)):
Original[4:9]: [ -9  -9 -11 -13 -15]
Recon[4:9]:    [ -9  -9 -11 -13 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (LMS Elgendi Beats (5min)):
Original[4:9]: [ 0 -1 -3  1  0]
Recon[4:9]:    [ 0 -1 -3  1  0]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (LMS Elgendi Beats (5min)):
Original[4:9]: [ -4  -5  -6 -11 -15]
Recon[4:9]:    [ -4  -5  -6 -11 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (LMS Elgendi Beats (5min)):
Original[4:9]: [-46 -45 -48 -50 -49]
Recon[4:9]:    [-46 -45 -48 -50 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (LMS Elgendi Beats (5min)):
Original[4:9]: [ -7 -10 -11 -13 -12]
Recon[4:9]:    [ -7 -10 -11 -13 -12]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (LMS Elgendi Beats (5min)):
Original[4:9]: [ 7  5  1 -1 -3]
Recon[4:9]:    [ 7  5  1 -1 -3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (LMS Elgendi Beats (5min)):
Original[4:9]: [ 4  0  1 -3 -2]
Recon[4:9]:    [ 4  0  1 -3 -2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (LMS Elgendi Beats (5min)):
Original[4:9]: [19 19 18 18 20]
Recon[4:9]:    [19 19 18 18 20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (LMS Elgendi Beats (5min)):
Original[4:9]: [46 45 50 51 45]
Recon[4:9]:    [46 45 50 51 45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (LMS Elgendi Beats (5min)):
Original[4:9]: [22 20 18 17 19]
Recon[4:9]:    [22 20 18 17 19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (LMS Elgendi Beats (5min)):
Original[4:9]: [-47 -48 -46 -47 -49]
Recon[4:9]:    [-47 -48 -46 -47 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (LMS Elgendi Beats (5min)):
Original[4:9]: [-38 -41 -40 -40 -40]
Recon[4:9]:    [-38 -41 -40 -40 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (LMS Elgendi Beats (5min)):
Original[4:9]: [13  9 10 11 13]
Recon[4:9]:    [13  9 10 11 13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (LMS Elgendi Beats (5min)):
Original[4:9]: [-2 -2  0  3  0]
Recon[4:9]:    [-2 -2  0  3  0]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (LMS Elgendi Beats (5min)):
Original[4:9]: [ -7  -6  -6  -8 -11]
Recon[4:9]:    [ -7  -6  -6  -8 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (LMS Elgendi Beats (5min)):
Original[4:9]: [-22 -21 -22 -24 -24]
Recon[4:9]:    [-22 -21 -22 -24 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (LMS Elgendi Beats (5min)):
Original[4:9]: [-29 -33 -35 -35 -36]
Recon[4:9]:    [-29 -33 -35 -35 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (LMS Elgendi Beats (5min)):
Original[4:9]: [-102 -103 -103 -103 -104]
Recon[4:9]:    [-102 -103 -103 -103 -104]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (LMS Elgendi Beats (5min)):
Original[4:9]: [-82 -82 -79 -79 -78]
Recon[4:9]:    [-82 -82 -79 -79 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (LMS Elgendi Beats (5min)):
Original[4:9]: [-101  -84  -61  -43  -35]
Recon[4:9]:    [-101  -84  -61  -43  -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (LMS Elgendi Beats (5min)):
Original[4:9]: [46 43 39 40 39]
Recon[4:9]:    [46 43 39 40 39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (LMS Elgendi Beats (5min)):
Original[4:9]: [101 101 100 103 102]
Recon[4:9]:    [101 101 100 103 102]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (LMS Elgendi Beats (5min)):
Original[4:9]: [60 59 56 50 47]
Recon[4:9]:    [60 59 56 50 47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (LMS Elgendi Beats (5min)):
Original[4:9]: [ 7  5  3 -2 -1]
Recon[4:9]:    [ 7  5  3 -2 -1]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (LMS Elgendi Beats (5min)):
Original[4:9]: [-50 -51 -52 -53 -52]
Recon[4:9]:    [-50 -51 -52 -53 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (LMS Elgendi Beats (5min)):
Original[4:9]: [-33 -34 -40 -42 -42]
Recon[4:9]:    [-33 -34 -40 -42 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (LMS Elgendi Beats (5min)):
Original[4:9]: [-35 -39 -40 -40 -39]
Recon[4:9]:    [-35 -39 -40 -40 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (LMS Elgendi Beats (5min)):
Original[4:9]: [ -5  -8  -9 -13 -11]
Recon[4:9]:    [ -5  -8  -9 -13 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (LMS Elgendi Beats (5min)):
Original[4:9]: [-19 -21 -24 -25 -25]
Recon[4:9]:    [-19 -21 -24 -25 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (LMS Elgendi Beats (5min)):
Original[4:9]: [-23 -23 -27 -30 -28]
Recon[4:9]:    [-23 -23 -27 -30 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (LMS Elgendi Beats (5min)):
Original[4:9]: [-74 -77 -77 -74 -74]
Recon[4:9]:    [-74 -77 -77 -74 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-63 -63 -61 -63 -65]
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L2 calculation: 0.0

DEBUG Segment 41 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-56 -56 -59 -55 -53]
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L2 calculation: 0.0

DEBUG Segment 42 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-40 -38 -37 -39 -38]
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L2 calculation: 0.0

DEBUG Segment 43 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [18 17 18 16 16]
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L2 calculation: 0.0

DEBUG Segment 44 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [11 13 14 17 15]
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DEBUG Segment 45 (LMS Elgendi Beats (5min)):
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DEBUG Segment 46 (LMS Elgendi Beats (5min)):
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DEBUG Segment 47 (LMS Elgendi Beats (5min)):
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DEBUG Segment 48 (LMS Elgendi Beats (5min)):
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DEBUG Segment 49 (LMS Elgendi Beats (5min)):
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DEBUG Segment 50 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [17 14 14 12 14]
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DEBUG Segment 51 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 52 (LMS Elgendi Beats (5min)):
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DEBUG Segment 53 (LMS Elgendi Beats (5min)):
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DEBUG Segment 54 (LMS Elgendi Beats (5min)):
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DEBUG Segment 55 (LMS Elgendi Beats (5min)):
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DEBUG Segment 56 (LMS Elgendi Beats (5min)):
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DEBUG Segment 57 (LMS Elgendi Beats (5min)):
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DEBUG Segment 58 (LMS Elgendi Beats (5min)):
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DEBUG Segment 59 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [29 25 23 22 23]
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L2 calculation: 0.0

DEBUG Segment 60 (LMS Elgendi Beats (5min)):
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DEBUG Segment 61 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 62 (LMS Elgendi Beats (5min)):
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DEBUG Segment 63 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 64 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 65 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 66 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 67 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 68 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 69 (LMS Elgendi Beats (5min)):
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DEBUG Segment 70 (LMS Elgendi Beats (5min)):
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DEBUG Segment 71 (LMS Elgendi Beats (5min)):
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DEBUG Segment 72 (LMS Elgendi Beats (5min)):
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DEBUG Segment 73 (LMS Elgendi Beats (5min)):
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DEBUG Segment 74 (LMS Elgendi Beats (5min)):
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DEBUG Segment 75 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 76 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 77 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 78 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-90 -73 -49 -21 -43]
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L2 calculation: 0.0

DEBUG Segment 79 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 80 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 81 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 82 (LMS Elgendi Beats (5min)):
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DEBUG Segment 83 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 84 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 85 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 86 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 87 (LMS Elgendi Beats (5min)):
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DEBUG Segment 88 (LMS Elgendi Beats (5min)):
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DEBUG Segment 89 (LMS Elgendi Beats (5min)):
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DEBUG Segment 90 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 91 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 92 (LMS Elgendi Beats (5min)):
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DEBUG Segment 93 (LMS Elgendi Beats (5min)):
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DEBUG Segment 94 (LMS Elgendi Beats (5min)):
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DEBUG Segment 95 (LMS Elgendi Beats (5min)):
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DEBUG Segment 96 (LMS Elgendi Beats (5min)):
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DEBUG Segment 97 (LMS Elgendi Beats (5min)):
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DEBUG Segment 98 (LMS Elgendi Beats (5min)):
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DEBUG Segment 99 (LMS Elgendi Beats (5min)):
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DEBUG Segment 100 (LMS Elgendi Beats (5min)):
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DEBUG Segment 101 (LMS Elgendi Beats (5min)):
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DEBUG Segment 102 (LMS Elgendi Beats (5min)):
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DEBUG Segment 103 (LMS Elgendi Beats (5min)):
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DEBUG Segment 104 (LMS Elgendi Beats (5min)):
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DEBUG Segment 105 (LMS Elgendi Beats (5min)):
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DEBUG Segment 106 (LMS Elgendi Beats (5min)):
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DEBUG Segment 107 (LMS Elgendi Beats (5min)):
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DEBUG Segment 108 (LMS Elgendi Beats (5min)):
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DEBUG Segment 109 (LMS Elgendi Beats (5min)):
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DEBUG Segment 110 (LMS Elgendi Beats (5min)):
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DEBUG Segment 111 (LMS Elgendi Beats (5min)):
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DEBUG Segment 112 (LMS Elgendi Beats (5min)):
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DEBUG Segment 113 (LMS Elgendi Beats (5min)):
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DEBUG Segment 114 (LMS Elgendi Beats (5min)):
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DEBUG Segment 115 (LMS Elgendi Beats (5min)):
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DEBUG Segment 116 (LMS Elgendi Beats (5min)):
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DEBUG Segment 117 (LMS Elgendi Beats (5min)):
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DEBUG Segment 118 (LMS Elgendi Beats (5min)):
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DEBUG Segment 119 (LMS Elgendi Beats (5min)):
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DEBUG Segment 120 (LMS Elgendi Beats (5min)):
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DEBUG Segment 121 (LMS Elgendi Beats (5min)):
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DEBUG Segment 122 (LMS Elgendi Beats (5min)):
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DEBUG Segment 123 (LMS Elgendi Beats (5min)):
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DEBUG Segment 124 (LMS Elgendi Beats (5min)):
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DEBUG Segment 125 (LMS Elgendi Beats (5min)):
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DEBUG Segment 126 (LMS Elgendi Beats (5min)):
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DEBUG Segment 127 (LMS Elgendi Beats (5min)):
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DEBUG Segment 128 (LMS Elgendi Beats (5min)):
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DEBUG Segment 129 (LMS Elgendi Beats (5min)):
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DEBUG Segment 130 (LMS Elgendi Beats (5min)):
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DEBUG Segment 131 (LMS Elgendi Beats (5min)):
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DEBUG Segment 132 (LMS Elgendi Beats (5min)):
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DEBUG Segment 133 (LMS Elgendi Beats (5min)):
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DEBUG Segment 134 (LMS Elgendi Beats (5min)):
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DEBUG Segment 135 (LMS Elgendi Beats (5min)):
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DEBUG Segment 136 (LMS Elgendi Beats (5min)):
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DEBUG Segment 137 (LMS Elgendi Beats (5min)):
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DEBUG Segment 138 (LMS Elgendi Beats (5min)):
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DEBUG Segment 139 (LMS Elgendi Beats (5min)):
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DEBUG Segment 140 (LMS Elgendi Beats (5min)):
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DEBUG Segment 141 (LMS Elgendi Beats (5min)):
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DEBUG Segment 142 (LMS Elgendi Beats (5min)):
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DEBUG Segment 143 (LMS Elgendi Beats (5min)):
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DEBUG Segment 144 (LMS Elgendi Beats (5min)):
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DEBUG Segment 145 (LMS Elgendi Beats (5min)):
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DEBUG Segment 146 (LMS Elgendi Beats (5min)):
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DEBUG Segment 147 (LMS Elgendi Beats (5min)):
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DEBUG Segment 148 (LMS Elgendi Beats (5min)):
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DEBUG Segment 149 (LMS Elgendi Beats (5min)):
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DEBUG Segment 150 (LMS Elgendi Beats (5min)):
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DEBUG Segment 151 (LMS Elgendi Beats (5min)):
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DEBUG Segment 152 (LMS Elgendi Beats (5min)):
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DEBUG Segment 153 (LMS Elgendi Beats (5min)):
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DEBUG Segment 154 (LMS Elgendi Beats (5min)):
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DEBUG Segment 155 (LMS Elgendi Beats (5min)):
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DEBUG Segment 156 (LMS Elgendi Beats (5min)):
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DEBUG Segment 157 (LMS Elgendi Beats (5min)):
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DEBUG Segment 158 (LMS Elgendi Beats (5min)):
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DEBUG Segment 159 (LMS Elgendi Beats (5min)):
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DEBUG Segment 160 (LMS Elgendi Beats (5min)):
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DEBUG Segment 161 (LMS Elgendi Beats (5min)):
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DEBUG Segment 162 (LMS Elgendi Beats (5min)):
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DEBUG Segment 163 (LMS Elgendi Beats (5min)):
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DEBUG Segment 164 (LMS Elgendi Beats (5min)):
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DEBUG Segment 165 (LMS Elgendi Beats (5min)):
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DEBUG Segment 166 (LMS Elgendi Beats (5min)):
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DEBUG Segment 167 (LMS Elgendi Beats (5min)):
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DEBUG Segment 168 (LMS Elgendi Beats (5min)):
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DEBUG Segment 169 (LMS Elgendi Beats (5min)):
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DEBUG Segment 170 (LMS Elgendi Beats (5min)):
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DEBUG Segment 171 (LMS Elgendi Beats (5min)):
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DEBUG Segment 172 (LMS Elgendi Beats (5min)):
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DEBUG Segment 173 (LMS Elgendi Beats (5min)):
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DEBUG Segment 174 (LMS Elgendi Beats (5min)):
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DEBUG Segment 175 (LMS Elgendi Beats (5min)):
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DEBUG Segment 176 (LMS Elgendi Beats (5min)):
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DEBUG Segment 177 (LMS Elgendi Beats (5min)):
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DEBUG Segment 178 (LMS Elgendi Beats (5min)):
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DEBUG Segment 179 (LMS Elgendi Beats (5min)):
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DEBUG Segment 180 (LMS Elgendi Beats (5min)):
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DEBUG Segment 181 (LMS Elgendi Beats (5min)):
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DEBUG Segment 182 (LMS Elgendi Beats (5min)):
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DEBUG Segment 183 (LMS Elgendi Beats (5min)):
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DEBUG Segment 184 (LMS Elgendi Beats (5min)):
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DEBUG Segment 185 (LMS Elgendi Beats (5min)):
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DEBUG Segment 186 (LMS Elgendi Beats (5min)):
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DEBUG Segment 187 (LMS Elgendi Beats (5min)):
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DEBUG Segment 188 (LMS Elgendi Beats (5min)):
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DEBUG Segment 189 (LMS Elgendi Beats (5min)):
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DEBUG Segment 190 (LMS Elgendi Beats (5min)):
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DEBUG Segment 191 (LMS Elgendi Beats (5min)):
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DEBUG Segment 192 (LMS Elgendi Beats (5min)):
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DEBUG Segment 193 (LMS Elgendi Beats (5min)):
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DEBUG Segment 194 (LMS Elgendi Beats (5min)):
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DEBUG Segment 195 (LMS Elgendi Beats (5min)):
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DEBUG Segment 196 (LMS Elgendi Beats (5min)):
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DEBUG Segment 197 (LMS Elgendi Beats (5min)):
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DEBUG Segment 198 (LMS Elgendi Beats (5min)):
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DEBUG Segment 199 (LMS Elgendi Beats (5min)):
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DEBUG Segment 200 (LMS Elgendi Beats (5min)):
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DEBUG Segment 201 (LMS Elgendi Beats (5min)):
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DEBUG Segment 202 (LMS Elgendi Beats (5min)):
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DEBUG Segment 203 (LMS Elgendi Beats (5min)):
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DEBUG Segment 204 (LMS Elgendi Beats (5min)):
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DEBUG Segment 205 (LMS Elgendi Beats (5min)):
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DEBUG Segment 206 (LMS Elgendi Beats (5min)):
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DEBUG Segment 207 (LMS Elgendi Beats (5min)):
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DEBUG Segment 208 (LMS Elgendi Beats (5min)):
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DEBUG Segment 209 (LMS Elgendi Beats (5min)):
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DEBUG Segment 210 (LMS Elgendi Beats (5min)):
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DEBUG Segment 211 (LMS Elgendi Beats (5min)):
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DEBUG Segment 212 (LMS Elgendi Beats (5min)):
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DEBUG Segment 213 (LMS Elgendi Beats (5min)):
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DEBUG Segment 214 (LMS Elgendi Beats (5min)):
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DEBUG Segment 215 (LMS Elgendi Beats (5min)):
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DEBUG Segment 216 (LMS Elgendi Beats (5min)):
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DEBUG Segment 217 (LMS Elgendi Beats (5min)):
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DEBUG Segment 218 (LMS Elgendi Beats (5min)):
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DEBUG Segment 219 (LMS Elgendi Beats (5min)):
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DEBUG Segment 220 (LMS Elgendi Beats (5min)):
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DEBUG Segment 221 (LMS Elgendi Beats (5min)):
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DEBUG Segment 222 (LMS Elgendi Beats (5min)):
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DEBUG Segment 223 (LMS Elgendi Beats (5min)):
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DEBUG Segment 224 (LMS Elgendi Beats (5min)):
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DEBUG Segment 225 (LMS Elgendi Beats (5min)):
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DEBUG Segment 226 (LMS Elgendi Beats (5min)):
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DEBUG Segment 227 (LMS Elgendi Beats (5min)):
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DEBUG Segment 228 (LMS Elgendi Beats (5min)):
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DEBUG Segment 229 (LMS Elgendi Beats (5min)):
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DEBUG Segment 230 (LMS Elgendi Beats (5min)):
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DEBUG Segment 231 (LMS Elgendi Beats (5min)):
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DEBUG Segment 232 (LMS Elgendi Beats (5min)):
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DEBUG Segment 233 (LMS Elgendi Beats (5min)):
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DEBUG Segment 234 (LMS Elgendi Beats (5min)):
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DEBUG Segment 235 (LMS Elgendi Beats (5min)):
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DEBUG Segment 236 (LMS Elgendi Beats (5min)):
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DEBUG Segment 237 (LMS Elgendi Beats (5min)):
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DEBUG Segment 238 (LMS Elgendi Beats (5min)):
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DEBUG Segment 239 (LMS Elgendi Beats (5min)):
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DEBUG Segment 240 (LMS Elgendi Beats (5min)):
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DEBUG Segment 241 (LMS Elgendi Beats (5min)):
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DEBUG Segment 242 (LMS Elgendi Beats (5min)):
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DEBUG Segment 243 (LMS Elgendi Beats (5min)):
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DEBUG Segment 244 (LMS Elgendi Beats (5min)):
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DEBUG Segment 245 (LMS Elgendi Beats (5min)):
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DEBUG Segment 246 (LMS Elgendi Beats (5min)):
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DEBUG Segment 247 (LMS Elgendi Beats (5min)):
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DEBUG Segment 248 (LMS Elgendi Beats (5min)):
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DEBUG Segment 249 (LMS Elgendi Beats (5min)):
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DEBUG Segment 250 (LMS Elgendi Beats (5min)):
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DEBUG Segment 251 (LMS Elgendi Beats (5min)):
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DEBUG Segment 252 (LMS Elgendi Beats (5min)):
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DEBUG Segment 253 (LMS Elgendi Beats (5min)):
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DEBUG Segment 254 (LMS Elgendi Beats (5min)):
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DEBUG Segment 255 (LMS Elgendi Beats (5min)):
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DEBUG Segment 256 (LMS Elgendi Beats (5min)):
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DEBUG Segment 257 (LMS Elgendi Beats (5min)):
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DEBUG Segment 258 (LMS Elgendi Beats (5min)):
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DEBUG Segment 259 (LMS Elgendi Beats (5min)):
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DEBUG Segment 260 (LMS Elgendi Beats (5min)):
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DEBUG Segment 261 (LMS Elgendi Beats (5min)):
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DEBUG Segment 262 (LMS Elgendi Beats (5min)):
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DEBUG Segment 263 (LMS Elgendi Beats (5min)):
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DEBUG Segment 264 (LMS Elgendi Beats (5min)):
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DEBUG Segment 265 (LMS Elgendi Beats (5min)):
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DEBUG Segment 266 (LMS Elgendi Beats (5min)):
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DEBUG Segment 267 (LMS Elgendi Beats (5min)):
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DEBUG Segment 268 (LMS Elgendi Beats (5min)):
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DEBUG Segment 269 (LMS Elgendi Beats (5min)):
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DEBUG Segment 270 (LMS Elgendi Beats (5min)):
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DEBUG Segment 271 (LMS Elgendi Beats (5min)):
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DEBUG Segment 272 (LMS Elgendi Beats (5min)):
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DEBUG Segment 273 (LMS Elgendi Beats (5min)):
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DEBUG Segment 274 (LMS Elgendi Beats (5min)):
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DEBUG Segment 275 (LMS Elgendi Beats (5min)):
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DEBUG Segment 276 (LMS Elgendi Beats (5min)):
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DEBUG Segment 277 (LMS Elgendi Beats (5min)):
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DEBUG Segment 278 (LMS Elgendi Beats (5min)):
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DEBUG Segment 279 (LMS Elgendi Beats (5min)):
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DEBUG Segment 280 (LMS Elgendi Beats (5min)):
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DEBUG Segment 281 (LMS Elgendi Beats (5min)):
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DEBUG Segment 282 (LMS Elgendi Beats (5min)):
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DEBUG Segment 283 (LMS Elgendi Beats (5min)):
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DEBUG Segment 284 (LMS Elgendi Beats (5min)):
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DEBUG Segment 285 (LMS Elgendi Beats (5min)):
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DEBUG Segment 286 (LMS Elgendi Beats (5min)):
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DEBUG Segment 287 (LMS Elgendi Beats (5min)):
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DEBUG Segment 288 (LMS Elgendi Beats (5min)):
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DEBUG Segment 289 (LMS Elgendi Beats (5min)):
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DEBUG Segment 290 (LMS Elgendi Beats (5min)):
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DEBUG Segment 291 (LMS Elgendi Beats (5min)):
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DEBUG Segment 292 (LMS Elgendi Beats (5min)):
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DEBUG Segment 293 (LMS Elgendi Beats (5min)):
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DEBUG Segment 294 (LMS Elgendi Beats (5min)):
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DEBUG Segment 295 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [29 26 25 21 18]
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DEBUG Segment 296 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [16 13 10  9  7]
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DEBUG Segment 297 (LMS Elgendi Beats (5min)):
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DEBUG Segment 298 (LMS Elgendi Beats (5min)):
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DEBUG Segment 299 (LMS Elgendi Beats (5min)):
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DEBUG Segment 300 (LMS Elgendi Beats (5min)):
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DEBUG Segment 301 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 302 (LMS Elgendi Beats (5min)):
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DEBUG Segment 303 (LMS Elgendi Beats (5min)):
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DEBUG Segment 304 (LMS Elgendi Beats (5min)):
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DEBUG Segment 305 (LMS Elgendi Beats (5min)):
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DEBUG Segment 306 (LMS Elgendi Beats (5min)):
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DEBUG Segment 307 (LMS Elgendi Beats (5min)):
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DEBUG Segment 308 (LMS Elgendi Beats (5min)):
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DEBUG Segment 309 (LMS Elgendi Beats (5min)):
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DEBUG Segment 310 (LMS Elgendi Beats (5min)):
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DEBUG Segment 311 (LMS Elgendi Beats (5min)):
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DEBUG Segment 312 (LMS Elgendi Beats (5min)):
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DEBUG Segment 313 (LMS Elgendi Beats (5min)):
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DEBUG Segment 314 (LMS Elgendi Beats (5min)):
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DEBUG Segment 315 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 316 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 317 (LMS Elgendi Beats (5min)):
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DEBUG Segment 318 (LMS Elgendi Beats (5min)):
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DEBUG Segment 319 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 320 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 321 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 322 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 323 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 324 (LMS Elgendi Beats (5min)):
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DEBUG Segment 325 (LMS Elgendi Beats (5min)):
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DEBUG Segment 326 (LMS Elgendi Beats (5min)):
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DEBUG Segment 327 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-32 -35 -45 -62 -78]
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DEBUG Segment 328 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-70 -64 -58 -52 -51]
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L2 calculation: 0.0

DEBUG Segment 329 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 330 (LMS Elgendi Beats (5min)):
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DEBUG Segment 331 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 332 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-17 -16 -18 -25 -30]
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DEBUG Segment 333 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 334 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-32 -35 -48 -59 -64]
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DEBUG Segment 335 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 336 (LMS Elgendi Beats (5min)):
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DEBUG Segment 337 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-64 -76 -87 -95 -94]
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DEBUG Segment 338 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-85 -90 -92 -89 -77]
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DEBUG Segment 339 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 340 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-21 -19 -20 -31 -42]
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DEBUG Segment 341 (LMS Elgendi Beats (5min)):
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DEBUG Segment 342 (LMS Elgendi Beats (5min)):
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DEBUG Segment 343 (LMS Elgendi Beats (5min)):
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DEBUG Segment 344 (LMS Elgendi Beats (5min)):
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DEBUG Segment 345 (LMS Elgendi Beats (5min)):
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DEBUG Segment 346 (LMS Elgendi Beats (5min)):
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DEBUG Segment 347 (LMS Elgendi Beats (5min)):
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DEBUG Segment 348 (LMS Elgendi Beats (5min)):
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DEBUG Segment 349 (LMS Elgendi Beats (5min)):
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DEBUG Segment 350 (LMS Elgendi Beats (5min)):
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DEBUG Segment 351 (LMS Elgendi Beats (5min)):
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DEBUG Segment 352 (LMS Elgendi Beats (5min)):
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DEBUG Segment 353 (LMS Elgendi Beats (5min)):
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DEBUG Segment 354 (LMS Elgendi Beats (5min)):
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DEBUG Segment 355 (LMS Elgendi Beats (5min)):
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DEBUG Segment 356 (LMS Elgendi Beats (5min)):
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DEBUG Segment 357 (LMS Elgendi Beats (5min)):
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DEBUG Segment 358 (LMS Elgendi Beats (5min)):
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DEBUG Segment 359 (LMS Elgendi Beats (5min)):
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DEBUG Segment 360 (LMS Elgendi Beats (5min)):
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DEBUG Segment 361 (LMS Elgendi Beats (5min)):
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DEBUG Segment 362 (LMS Elgendi Beats (5min)):
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DEBUG Segment 363 (LMS Elgendi Beats (5min)):
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DEBUG Segment 364 (LMS Elgendi Beats (5min)):
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DEBUG Segment 365 (LMS Elgendi Beats (5min)):
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DEBUG Segment 366 (LMS Elgendi Beats (5min)):
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DEBUG Segment 367 (LMS Elgendi Beats (5min)):
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DEBUG Segment 368 (LMS Elgendi Beats (5min)):
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DEBUG Segment 369 (LMS Elgendi Beats (5min)):
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DEBUG Segment 370 (LMS Elgendi Beats (5min)):
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DEBUG Segment 371 (LMS Elgendi Beats (5min)):
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DEBUG Segment 372 (LMS Elgendi Beats (5min)):
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DEBUG Segment 373 (LMS Elgendi Beats (5min)):
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DEBUG Segment 374 (LMS Elgendi Beats (5min)):
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DEBUG Segment 375 (LMS Elgendi Beats (5min)):
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DEBUG Segment 376 (LMS Elgendi Beats (5min)):
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DEBUG Segment 377 (LMS Elgendi Beats (5min)):
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DEBUG Segment 378 (LMS Elgendi Beats (5min)):
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DEBUG Segment 379 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-12 -16 -18 -18 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 380 (LMS Elgendi Beats (5min)):
Original[4:9]: [-22 -24 -12  -1   5]
Recon[4:9]:    [-22 -24 -12  -1   5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 381 (LMS Elgendi Beats (5min)):
Original[4:9]: [ -5  -4  -5  -6 -10]
Recon[4:9]:    [ -5  -4  -5  -6 -10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 382 (LMS Elgendi Beats (5min)):
Original[4:9]: [-27 -31 -30 -27 -28]
Recon[4:9]:    [-27 -31 -30 -27 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 383 (LMS Elgendi Beats (5min)):
Original[4:9]: [-54 -51 -47 -42 -44]
Recon[4:9]:    [-54 -51 -47 -42 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 384 (LMS Elgendi Beats (5min)):
Original[4:9]: [-84 -78 -75 -73 -75]
Recon[4:9]:    [-84 -78 -75 -73 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 385 (LMS Elgendi Beats (5min)):
Original[4:9]: [-90 -78 -77 -82 -90]
Recon[4:9]:    [-90 -78 -77 -82 -90]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 386 (LMS Elgendi Beats (5min)):
Original[4:9]: [-86 -86 -82 -76 -73]
Recon[4:9]:    [-86 -86 -82 -76 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 387 (LMS Elgendi Beats (5min)):
Original[4:9]: [-63 -63 -67 -72 -76]
Recon[4:9]:    [-63 -63 -67 -72 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- LMS Elgendi Beats (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added LMS results for Elgendi Beats: CR Rice=1.597, CR Huff=1.659, mean L2=30.55210
Best params for NLMS Elgendi Beats (10s): {'order': 4, 'mu': 0.01} (avg l2-norm=0.00000)

DEBUG Segment 0 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-30 -30 -30 -30 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (NLMS Elgendi Beats (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 3 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [17 20 22 20 16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [ 6  5  1  0 -4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-54 -53 -52 -52 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-20 -23 -22 -23 -22]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [ -7 -10 -11 -13 -14]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [ 0 -1  1  2  0]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [ -9  -9 -11 -13 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [ 0 -1 -3  1  0]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [ -4  -5  -6 -11 -15]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-46 -45 -48 -50 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [ -7 -10 -11 -13 -12]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (NLMS Elgendi Beats (5min)):
Original[4:9]: [ 7  5  1 -1 -3]
Recon[4:9]:    [ 7  5  1 -1 -3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [ 4  0  1 -3 -2]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [19 19 18 18 20]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [46 45 50 51 45]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [22 20 18 17 19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-47 -48 -46 -47 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-38 -41 -40 -40 -40]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [13  9 10 11 13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-2 -2  0  3  0]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (NLMS Elgendi Beats (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-22 -21 -22 -24 -24]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-29 -33 -35 -35 -36]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-102 -103 -103 -103 -104]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-82 -82 -79 -79 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-101  -84  -61  -43  -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [46 43 39 40 39]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [101 101 100 103 102]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [60 59 56 50 47]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (NLMS Elgendi Beats (5min)):
Original[4:9]: [ 7  5  3 -2 -1]
Recon[4:9]:    [ 7  5  3 -2 -1]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (NLMS Elgendi Beats (5min)):
Original[4:9]: [-50 -51 -52 -53 -52]
Recon[4:9]:    [-50 -51 -52 -53 -52]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (NLMS Elgendi Beats (5min)):
Original[4:9]: [-33 -34 -40 -42 -42]
Recon[4:9]:    [-33 -34 -40 -42 -42]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (NLMS Elgendi Beats (5min)):
Original[4:9]: [-35 -39 -40 -40 -39]
Recon[4:9]:    [-35 -39 -40 -40 -39]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (NLMS Elgendi Beats (5min)):
Original[4:9]: [ -5  -8  -9 -13 -11]
Recon[4:9]:    [ -5  -8  -9 -13 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (NLMS Elgendi Beats (5min)):
Original[4:9]: [-19 -21 -24 -25 -25]
Recon[4:9]:    [-19 -21 -24 -25 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (NLMS Elgendi Beats (5min)):
Original[4:9]: [-23 -23 -27 -30 -28]
Recon[4:9]:    [-23 -23 -27 -30 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (NLMS Elgendi Beats (5min)):
Original[4:9]: [-74 -77 -77 -74 -74]
Recon[4:9]:    [-74 -77 -77 -74 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-63 -63 -61 -63 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (NLMS Elgendi Beats (5min)):
Original[4:9]: [-56 -56 -59 -55 -53]
Recon[4:9]:    [-56 -56 -59 -55 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-40 -38 -37 -39 -38]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [18 17 18 16 16]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [11 13 14 17 15]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (NLMS Elgendi Beats (5min)):
Original[4:9]: [ 8  7  2  6 10]
Recon[4:9]:    [ 8  7  2  6 10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (NLMS Elgendi Beats (5min)):
Original[4:9]: [14 11  5  5  5]
Recon[4:9]:    [14 11  5  5  5]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (NLMS Elgendi Beats (5min)):
Original[4:9]: [-21 -18 -15 -16 -16]
Recon[4:9]:    [-21 -18 -15 -16 -16]
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L2 calculation: 0.0

DEBUG Segment 48 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-20 -17 -14 -14 -13]
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L2 calculation: 0.0

DEBUG Segment 49 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 50 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [17 14 14 12 14]
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L2 calculation: 0.0

DEBUG Segment 51 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [28 29 28 26 25]
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L2 calculation: 0.0

DEBUG Segment 52 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [24 29 28 27 24]
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L2 calculation: 0.0

DEBUG Segment 53 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-13 -14 -15 -11  -7]
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L2 calculation: 0.0

DEBUG Segment 54 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-72 -71 -66 -69 -68]
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L2 calculation: 0.0

DEBUG Segment 55 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-37 -38 -43 -45 -41]
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L2 calculation: 0.0

DEBUG Segment 56 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 57 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 58 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 59 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [29 25 23 22 23]
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DEBUG Segment 60 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [40 42 38 36 34]
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L2 calculation: 0.0

DEBUG Segment 61 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [25 20 19 14 13]
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L2 calculation: 0.0

DEBUG Segment 62 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-27 -27 -26 -27 -28]
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L2 calculation: 0.0

DEBUG Segment 63 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [22 23 23 20 19]
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L2 calculation: 0.0

DEBUG Segment 64 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [14 15 15 12  8]
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L2 calculation: 0.0

DEBUG Segment 65 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-11 -14 -19 -21 -20]
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L2 calculation: 0.0

DEBUG Segment 66 (NLMS Elgendi Beats (5min)):
Original[4:9]: [-50 -49 -50 -52 -55]
Recon[4:9]:    [-50 -49 -50 -52 -55]
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L2 calculation: 0.0

DEBUG Segment 67 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-33 -36 -40 -44 -40]
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L2 calculation: 0.0

DEBUG Segment 68 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 69 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-71 -69 -70 -74 -74]
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L2 calculation: 0.0

DEBUG Segment 70 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-52 -53 -56 -59 -58]
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DEBUG Segment 71 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-58 -60 -62 -60 -62]
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DEBUG Segment 72 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-47 -52 -51 -52 -55]
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L2 calculation: 0.0

DEBUG Segment 73 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-35 -38 -39 -39 -40]
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L2 calculation: 0.0

DEBUG Segment 74 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-16 -20 -27 -29 -26]
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DEBUG Segment 75 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 76 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 77 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 78 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 79 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 80 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 81 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 82 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 83 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 84 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 85 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 86 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 87 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 88 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 89 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 90 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 91 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 92 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 93 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 94 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 95 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 96 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 97 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 98 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 99 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 100 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 101 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 102 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 103 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 104 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 105 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 106 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 107 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 108 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 109 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 110 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 111 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 112 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 113 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 114 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 115 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 116 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 117 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 118 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 119 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 120 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 121 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 122 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 123 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 124 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 125 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 126 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 127 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 128 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 129 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 130 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 131 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 132 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 133 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 134 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 135 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 136 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 137 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 138 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 139 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 140 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 141 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 142 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 143 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 144 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 145 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 146 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 147 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 148 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 149 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 150 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 151 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 152 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 153 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 154 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 155 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 156 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 157 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 158 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 159 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 160 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 161 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 162 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 163 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 164 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 165 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 166 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 167 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 170 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 171 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 172 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 173 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 175 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 176 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 177 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 178 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 179 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 180 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 181 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 182 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 183 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 184 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 185 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 186 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 187 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 188 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 189 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 190 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 191 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 192 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 193 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 194 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 195 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 196 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 197 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 198 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 199 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 200 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 201 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 202 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 203 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 204 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 205 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 206 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 207 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 208 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 209 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 210 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 211 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 212 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 213 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 214 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 215 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 216 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 217 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 218 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 219 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 220 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 221 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 222 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 223 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 224 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 225 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 226 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 227 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 228 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 229 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 230 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 231 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 232 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 233 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 234 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 235 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 236 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 237 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 238 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 239 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 240 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 241 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 242 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 243 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 244 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 245 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 249 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 251 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 252 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 253 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 255 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 256 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 257 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 258 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 259 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 260 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 261 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 262 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 263 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 264 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 265 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 266 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 267 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 268 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 269 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 270 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 271 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 272 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 273 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 274 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 275 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 276 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 277 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 278 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 279 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 280 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 281 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 282 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 283 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 284 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 285 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 286 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 287 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 288 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 289 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 290 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 291 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 292 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 293 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 294 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 295 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 296 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 297 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 298 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 299 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 300 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 301 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 302 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 303 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 304 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 305 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 306 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 307 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 308 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 310 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 311 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 312 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 313 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 314 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 315 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 316 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 317 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 318 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 319 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 320 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 321 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 322 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 323 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 325 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 326 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 327 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 328 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 329 (NLMS Elgendi Beats (5min)):
Original[4:9]: [-16 -14 -22 -33 -39]
Recon[4:9]:    [-16 -14 -22 -33 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 330 (NLMS Elgendi Beats (5min)):
Original[4:9]: [-58 -71 -75 -71 -58]
Recon[4:9]:    [-58 -71 -75 -71 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 331 (NLMS Elgendi Beats (5min)):
Original[4:9]: [-28 -22 -18 -16 -15]
Recon[4:9]:    [-28 -22 -18 -16 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 332 (NLMS Elgendi Beats (5min)):
Original[4:9]: [-17 -16 -18 -25 -30]
Recon[4:9]:    [-17 -16 -18 -25 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 333 (NLMS Elgendi Beats (5min)):
Original[4:9]: [-38 -44 -45 -45 -46]
Recon[4:9]:    [-38 -44 -45 -45 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 334 (NLMS Elgendi Beats (5min)):
Original[4:9]: [-32 -35 -48 -59 -64]
Recon[4:9]:    [-32 -35 -48 -59 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 335 (NLMS Elgendi Beats (5min)):
Original[4:9]: [-80 -71 -61 -51 -39]
Recon[4:9]:    [-80 -71 -61 -51 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 336 (NLMS Elgendi Beats (5min)):
Original[4:9]: [-71 -77 -84 -82 -75]
Recon[4:9]:    [-71 -77 -84 -82 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 337 (NLMS Elgendi Beats (5min)):
Original[4:9]: [-64 -76 -87 -95 -94]
Recon[4:9]:    [-64 -76 -87 -95 -94]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 338 (NLMS Elgendi Beats (5min)):
Original[4:9]: [-85 -90 -92 -89 -77]
Recon[4:9]:    [-85 -90 -92 -89 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 339 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [ -95 -105  -99  -91  -87]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 340 (NLMS Elgendi Beats (5min)):
Original[4:9]: [-21 -19 -20 -31 -42]
Recon[4:9]:    [-21 -19 -20 -31 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 341 (NLMS Elgendi Beats (5min)):
Original[4:9]: [ 2 -1  0  5  3]
Recon[4:9]:    [ 2 -1  0  5  3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 342 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [84 74 63 54 51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 343 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [64 58 53 44 43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 344 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [56 51 43 36 37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 345 (NLMS Elgendi Beats (5min)):
Original[4:9]: [38 44 54 50 42]
Recon[4:9]:    [38 44 54 50 42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 346 (NLMS Elgendi Beats (5min)):
Original[4:9]: [48 48 50 57 58]
Recon[4:9]:    [48 48 50 57 58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 347 (NLMS Elgendi Beats (5min)):
Original[4:9]: [-187 -176 -165 -159 -152]
Recon[4:9]:    [-187 -176 -165 -159 -152]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 348 (NLMS Elgendi Beats (5min)):
Original[4:9]: [16 15 17 19 18]
Recon[4:9]:    [16 15 17 19 18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 349 (NLMS Elgendi Beats (5min)):
Original[4:9]: [-178 -185 -187 -183 -181]
Recon[4:9]:    [-178 -185 -187 -183 -181]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 350 (NLMS Elgendi Beats (5min)):
Original[4:9]: [ -8 -13 -16 -15 -12]
Recon[4:9]:    [ -8 -13 -16 -15 -12]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 351 (NLMS Elgendi Beats (5min)):
Original[4:9]: [30 31 30 31 31]
Recon[4:9]:    [30 31 30 31 31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 352 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [31 31 34 35 34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 353 (NLMS Elgendi Beats (5min)):
Original[4:9]: [21 22 15 12 10]
Recon[4:9]:    [21 22 15 12 10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 354 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [9 7 7 4 3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 355 (NLMS Elgendi Beats (5min)):
Original[4:9]: [-174 -119  -78  -76 -103]
Recon[4:9]:    [-174 -119  -78  -76 -103]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 356 (NLMS Elgendi Beats (5min)):
Original[4:9]: [ 22 -13 -53 -88 -90]
Recon[4:9]:    [ 22 -13 -53 -88 -90]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 357 (NLMS Elgendi Beats (5min)):
Original[4:9]: [-72 -87 -96 -87 -77]
Recon[4:9]:    [-72 -87 -96 -87 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 358 (NLMS Elgendi Beats (5min)):
Original[4:9]: [  1   8   2  -7 -15]
Recon[4:9]:    [  1   8   2  -7 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 359 (NLMS Elgendi Beats (5min)):
Original[4:9]: [51 48 47 38 33]
Recon[4:9]:    [51 48 47 38 33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 360 (NLMS Elgendi Beats (5min)):
Original[4:9]: [41 41 37 37 37]
Recon[4:9]:    [41 41 37 37 37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 361 (NLMS Elgendi Beats (5min)):
Original[4:9]: [-34 -38 -36 -36 -36]
Recon[4:9]:    [-34 -38 -36 -36 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 362 (NLMS Elgendi Beats (5min)):
Original[4:9]: [-17 -14 -15 -21 -26]
Recon[4:9]:    [-17 -14 -15 -21 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 363 (NLMS Elgendi Beats (5min)):
Original[4:9]: [-15 -11 -11 -12 -18]
Recon[4:9]:    [-15 -11 -11 -12 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 364 (NLMS Elgendi Beats (5min)):
Original[4:9]: [-24 -26 -24 -23 -28]
Recon[4:9]:    [-24 -26 -24 -23 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 365 (NLMS Elgendi Beats (5min)):
Original[4:9]: [-49 -46 -40 -44 -48]
Recon[4:9]:    [-49 -46 -40 -44 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 366 (NLMS Elgendi Beats (5min)):
Original[4:9]: [-36 -29 -23 -26 -32]
Recon[4:9]:    [-36 -29 -23 -26 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 367 (NLMS Elgendi Beats (5min)):
Original[4:9]: [-20 -17 -18 -21 -21]
Recon[4:9]:    [-20 -17 -18 -21 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 368 (NLMS Elgendi Beats (5min)):
Original[4:9]: [-23 -23 -20 -16 -16]
Recon[4:9]:    [-23 -23 -20 -16 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 369 (NLMS Elgendi Beats (5min)):
Original[4:9]: [-19 -15 -15 -14 -14]
Recon[4:9]:    [-19 -15 -15 -14 -14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 370 (NLMS Elgendi Beats (5min)):
Original[4:9]: [-30 -27 -27 -27 -32]
Recon[4:9]:    [-30 -27 -27 -27 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 371 (NLMS Elgendi Beats (5min)):
Original[4:9]: [-36 -31 -26 -24 -26]
Recon[4:9]:    [-36 -31 -26 -24 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 372 (NLMS Elgendi Beats (5min)):
Original[4:9]: [ -8  -3  -5 -11 -13]
Recon[4:9]:    [ -8  -3  -5 -11 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 373 (NLMS Elgendi Beats (5min)):
Original[4:9]: [-11 -10 -10 -13 -21]
Recon[4:9]:    [-11 -10 -10 -13 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 374 (NLMS Elgendi Beats (5min)):
Original[4:9]: [-28 -25 -29 -29 -26]
Recon[4:9]:    [-28 -25 -29 -29 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 375 (NLMS Elgendi Beats (5min)):
Original[4:9]: [-13  -8 -12 -21 -23]
Recon[4:9]:    [-13  -8 -12 -21 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 376 (NLMS Elgendi Beats (5min)):
Original[4:9]: [2 2 7 9 1]
Recon[4:9]:    [2 2 7 9 1]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 377 (NLMS Elgendi Beats (5min)):
Original[4:9]: [ -2 -11 -21 -28 -33]
Recon[4:9]:    [ -2 -11 -21 -28 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 378 (NLMS Elgendi Beats (5min)):
Original[4:9]: [-29 -33 -29 -21 -23]
Recon[4:9]:    [-29 -33 -29 -21 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 379 (NLMS Elgendi Beats (5min)):
Original[4:9]: [-12 -16 -18 -18 -22]
Recon[4:9]:    [-12 -16 -18 -18 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 380 (NLMS Elgendi Beats (5min)):
Original[4:9]: [-22 -24 -12  -1   5]
Recon[4:9]:    [-22 -24 -12  -1   5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 381 (NLMS Elgendi Beats (5min)):
Original[4:9]: [ -5  -4  -5  -6 -10]
Recon[4:9]:    [ -5  -4  -5  -6 -10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 382 (NLMS Elgendi Beats (5min)):
Original[4:9]: [-27 -31 -30 -27 -28]
Recon[4:9]:    [-27 -31 -30 -27 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 383 (NLMS Elgendi Beats (5min)):
Original[4:9]: [-54 -51 -47 -42 -44]
Recon[4:9]:    [-54 -51 -47 -42 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 384 (NLMS Elgendi Beats (5min)):
Original[4:9]: [-84 -78 -75 -73 -75]
Recon[4:9]:    [-84 -78 -75 -73 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 385 (NLMS Elgendi Beats (5min)):
Original[4:9]: [-90 -78 -77 -82 -90]
Recon[4:9]:    [-90 -78 -77 -82 -90]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 386 (NLMS Elgendi Beats (5min)):
Original[4:9]: [-86 -86 -82 -76 -73]
Recon[4:9]:    [-86 -86 -82 -76 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 387 (NLMS Elgendi Beats (5min)):
Original[4:9]: [-63 -63 -67 -72 -76]
Recon[4:9]:    [-63 -63 -67 -72 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- NLMS Elgendi Beats (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added NLMS results for Elgendi Beats: CR Rice=1.581, CR Huff=1.648, mean L2=31.34802
Best params for GASS Elgendi Beats (10s): {'order': 4, 'mu': 1e-07, 'rho': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (GASS Elgendi Beats (5min)):
Original[4:9]: [-30 -30 -30 -30 -29]
Recon[4:9]:    [-30 -30 -30 -30 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (GASS Elgendi Beats (5min)):
Original[4:9]: [ 1  0 -3 -6 -7]
Recon[4:9]:    [ 1  0 -3 -6 -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (GASS Elgendi Beats (5min)):
Original[4:9]: [  1  -1  -4  -6 -11]
Recon[4:9]:    [  1  -1  -4  -6 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (GASS Elgendi Beats (5min)):
Original[4:9]: [17 20 22 20 16]
Recon[4:9]:    [17 20 22 20 16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (GASS Elgendi Beats (5min)):
Original[4:9]: [ 6  5  1  0 -4]
Recon[4:9]:    [ 6  5  1  0 -4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (GASS Elgendi Beats (5min)):
Original[4:9]: [-54 -53 -52 -52 -55]
Recon[4:9]:    [-54 -53 -52 -52 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (GASS Elgendi Beats (5min)):
Original[4:9]: [-20 -23 -22 -23 -22]
Recon[4:9]:    [-20 -23 -22 -23 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (GASS Elgendi Beats (5min)):
Original[4:9]: [ -7 -10 -11 -13 -14]
Recon[4:9]:    [ -7 -10 -11 -13 -14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (GASS Elgendi Beats (5min)):
Original[4:9]: [ 0 -1  1  2  0]
Recon[4:9]:    [ 0 -1  1  2  0]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (GASS Elgendi Beats (5min)):
Original[4:9]: [ -9  -9 -11 -13 -15]
Recon[4:9]:    [ -9  -9 -11 -13 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (GASS Elgendi Beats (5min)):
Original[4:9]: [ 0 -1 -3  1  0]
Recon[4:9]:    [ 0 -1 -3  1  0]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (GASS Elgendi Beats (5min)):
Original[4:9]: [ -4  -5  -6 -11 -15]
Recon[4:9]:    [ -4  -5  -6 -11 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (GASS Elgendi Beats (5min)):
Original[4:9]: [-46 -45 -48 -50 -49]
Recon[4:9]:    [-46 -45 -48 -50 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (GASS Elgendi Beats (5min)):
Original[4:9]: [ -7 -10 -11 -13 -12]
Recon[4:9]:    [ -7 -10 -11 -13 -12]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (GASS Elgendi Beats (5min)):
Original[4:9]: [ 7  5  1 -1 -3]
Recon[4:9]:    [ 7  5  1 -1 -3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (GASS Elgendi Beats (5min)):
Original[4:9]: [ 4  0  1 -3 -2]
Recon[4:9]:    [ 4  0  1 -3 -2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (GASS Elgendi Beats (5min)):
Original[4:9]: [19 19 18 18 20]
Recon[4:9]:    [19 19 18 18 20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (GASS Elgendi Beats (5min)):
Original[4:9]: [46 45 50 51 45]
Recon[4:9]:    [46 45 50 51 45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (GASS Elgendi Beats (5min)):
Original[4:9]: [22 20 18 17 19]
Recon[4:9]:    [22 20 18 17 19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (GASS Elgendi Beats (5min)):
Original[4:9]: [-47 -48 -46 -47 -49]
Recon[4:9]:    [-47 -48 -46 -47 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (GASS Elgendi Beats (5min)):
Original[4:9]: [-38 -41 -40 -40 -40]
Recon[4:9]:    [-38 -41 -40 -40 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (GASS Elgendi Beats (5min)):
Original[4:9]: [13  9 10 11 13]
Recon[4:9]:    [13  9 10 11 13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (GASS Elgendi Beats (5min)):
Original[4:9]: [-2 -2  0  3  0]
Recon[4:9]:    [-2 -2  0  3  0]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (GASS Elgendi Beats (5min)):
Original[4:9]: [ -7  -6  -6  -8 -11]
Recon[4:9]:    [ -7  -6  -6  -8 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (GASS Elgendi Beats (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 364 (GASS Elgendi Beats (5min)):
Original[4:9]: [-24 -26 -24 -23 -28]
Recon[4:9]:    [-24 -26 -24 -23 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 365 (GASS Elgendi Beats (5min)):
Original[4:9]: [-49 -46 -40 -44 -48]
Recon[4:9]:    [-49 -46 -40 -44 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 366 (GASS Elgendi Beats (5min)):
Original[4:9]: [-36 -29 -23 -26 -32]
Recon[4:9]:    [-36 -29 -23 -26 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 367 (GASS Elgendi Beats (5min)):
Original[4:9]: [-20 -17 -18 -21 -21]
Recon[4:9]:    [-20 -17 -18 -21 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 368 (GASS Elgendi Beats (5min)):
Original[4:9]: [-23 -23 -20 -16 -16]
Recon[4:9]:    [-23 -23 -20 -16 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 369 (GASS Elgendi Beats (5min)):
Original[4:9]: [-19 -15 -15 -14 -14]
Recon[4:9]:    [-19 -15 -15 -14 -14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 370 (GASS Elgendi Beats (5min)):
Original[4:9]: [-30 -27 -27 -27 -32]
Recon[4:9]:    [-30 -27 -27 -27 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 371 (GASS Elgendi Beats (5min)):
Original[4:9]: [-36 -31 -26 -24 -26]
Recon[4:9]:    [-36 -31 -26 -24 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 372 (GASS Elgendi Beats (5min)):
Original[4:9]: [ -8  -3  -5 -11 -13]
Recon[4:9]:    [ -8  -3  -5 -11 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 373 (GASS Elgendi Beats (5min)):
Original[4:9]: [-11 -10 -10 -13 -21]
Recon[4:9]:    [-11 -10 -10 -13 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 374 (GASS Elgendi Beats (5min)):
Original[4:9]: [-28 -25 -29 -29 -26]
Recon[4:9]:    [-28 -25 -29 -29 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 375 (GASS Elgendi Beats (5min)):
Original[4:9]: [-13  -8 -12 -21 -23]
Recon[4:9]:    [-13  -8 -12 -21 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 376 (GASS Elgendi Beats (5min)):
Original[4:9]: [2 2 7 9 1]
Recon[4:9]:    [2 2 7 9 1]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 377 (GASS Elgendi Beats (5min)):
Original[4:9]: [ -2 -11 -21 -28 -33]
Recon[4:9]:    [ -2 -11 -21 -28 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 378 (GASS Elgendi Beats (5min)):
Original[4:9]: [-29 -33 -29 -21 -23]
Recon[4:9]:    [-29 -33 -29 -21 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 379 (GASS Elgendi Beats (5min)):
Original[4:9]: [-12 -16 -18 -18 -22]
Recon[4:9]:    [-12 -16 -18 -18 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 380 (GASS Elgendi Beats (5min)):
Original[4:9]: [-22 -24 -12  -1   5]
Recon[4:9]:    [-22 -24 -12  -1   5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 381 (GASS Elgendi Beats (5min)):
Original[4:9]: [ -5  -4  -5  -6 -10]
Recon[4:9]:    [ -5  -4  -5  -6 -10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 382 (GASS Elgendi Beats (5min)):
Original[4:9]: [-27 -31 -30 -27 -28]
Recon[4:9]:    [-27 -31 -30 -27 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 383 (GASS Elgendi Beats (5min)):
Original[4:9]: [-54 -51 -47 -42 -44]
Recon[4:9]:    [-54 -51 -47 -42 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 384 (GASS Elgendi Beats (5min)):
Original[4:9]: [-84 -78 -75 -73 -75]
Recon[4:9]:    [-84 -78 -75 -73 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 385 (GASS Elgendi Beats (5min)):
Original[4:9]: [-90 -78 -77 -82 -90]
Recon[4:9]:    [-90 -78 -77 -82 -90]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 386 (GASS Elgendi Beats (5min)):
Original[4:9]: [-86 -86 -82 -76 -73]
Recon[4:9]:    [-86 -86 -82 -76 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 387 (GASS Elgendi Beats (5min)):
Original[4:9]: [-63 -63 -67 -72 -76]
Recon[4:9]:    [-63 -63 -67 -72 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- GASS Elgendi Beats (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added GASS results for Elgendi Beats: CR Rice=1.906, CR Huff=1.982, mean L2=17.72882
Best params for LMS Hamilton Beats (10s): {'order': 4, 'mu': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (LMS Hamilton Beats (5min)):
Original[4:9]: [-30 -30 -30 -30 -29]
Recon[4:9]:    [-30 -30 -30 -30 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (LMS Hamilton Beats (5min)):
Original[4:9]: [ 1  0 -3 -6 -7]
Recon[4:9]:    [ 1  0 -3 -6 -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (LMS Hamilton Beats (5min)):
Original[4:9]: [  1  -1  -4  -6 -11]
Recon[4:9]:    [  1  -1  -4  -6 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (LMS Hamilton Beats (5min)):
Original[4:9]: [17 15 12  7  3]
Recon[4:9]:    [17 15 12  7  3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -2  -4  -5 -10 -11]
Recon[4:9]:    [ -2  -4  -5 -10 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (LMS Hamilton Beats (5min)):
Original[4:9]: [-54 -53 -52 -52 -55]
Recon[4:9]:    [-54 -53 -52 -52 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -5  -9  -8  -8 -10]
Recon[4:9]:    [ -5  -9  -8  -8 -10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (LMS Hamilton Beats (5min)):
Original[4:9]: [-2 -5 -5 -3 -4]
Recon[4:9]:    [-2 -5 -5 -3 -4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (LMS Hamilton Beats (5min)):
Original[4:9]: [-3 -4 -5 -3 -7]
Recon[4:9]:    [-3 -4 -5 -3 -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (LMS Hamilton Beats (5min)):
Original[4:9]: [-10  -9  -9 -11 -13]
Recon[4:9]:    [-10  -9  -9 -11 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (LMS Hamilton Beats (5min)):
Original[4:9]: [ 0 -1 -3  1  0]
Recon[4:9]:    [ 0 -1 -3  1  0]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -4  -5  -6 -11 -15]
Recon[4:9]:    [ -4  -5  -6 -11 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (LMS Hamilton Beats (5min)):
Original[4:9]: [-46 -45 -48 -50 -49]
Recon[4:9]:    [-46 -45 -48 -50 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -6  -7 -10 -11 -13]
Recon[4:9]:    [ -6  -7 -10 -11 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (LMS Hamilton Beats (5min)):
Original[4:9]: [ 7  5  1 -1 -3]
Recon[4:9]:    [ 7  5  1 -1 -3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (LMS Hamilton Beats (5min)):
Original[4:9]: [ 4  0  1 -3 -2]
Recon[4:9]:    [ 4  0  1 -3 -2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (LMS Hamilton Beats (5min)):
Original[4:9]: [19 17 14 13 13]
Recon[4:9]:    [19 17 14 13 13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (LMS Hamilton Beats (5min)):
Original[4:9]: [43 37 33 32 32]
Recon[4:9]:    [43 37 33 32 32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (LMS Hamilton Beats (5min)):
Original[4:9]: [22 20 18 17 19]
Recon[4:9]:    [22 20 18 17 19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (LMS Hamilton Beats (5min)):
Original[4:9]: [-48 -46 -47 -49 -53]
Recon[4:9]:    [-48 -46 -47 -49 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (LMS Hamilton Beats (5min)):
Original[4:9]: [-41 -40 -40 -40 -40]
Recon[4:9]:    [-41 -40 -40 -40 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (LMS Hamilton Beats (5min)):
Original[4:9]: [13  9 10 11 13]
Recon[4:9]:    [13  9 10 11 13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (LMS Hamilton Beats (5min)):
Original[4:9]: [-2 -2  0  3  0]
Recon[4:9]:    [-2 -2  0  3  0]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -7  -6  -6  -8 -11]
Recon[4:9]:    [ -7  -6  -6  -8 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (LMS Hamilton Beats (5min)):
Original[4:9]: [-22 -21 -22 -24 -24]
Recon[4:9]:    [-22 -21 -22 -24 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (LMS Hamilton Beats (5min)):
Original[4:9]: [-29 -33 -35 -35 -36]
Recon[4:9]:    [-29 -33 -35 -35 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (LMS Hamilton Beats (5min)):
Original[4:9]: [-102 -103 -103 -103 -104]
Recon[4:9]:    [-102 -103 -103 -103 -104]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (LMS Hamilton Beats (5min)):
Original[4:9]: [-82 -82 -79 -79 -78]
Recon[4:9]:    [-82 -82 -79 -79 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -97 -101  -84  -61  -43]
Recon[4:9]:    [ -97 -101  -84  -61  -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (LMS Hamilton Beats (5min)):
Original[4:9]: [39 39 36 34 34]
Recon[4:9]:    [39 39 36 34 34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (LMS Hamilton Beats (5min)):
Original[4:9]: [102 101  98  94  95]
Recon[4:9]:    [102 101  98  94  95]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (LMS Hamilton Beats (5min)):
Original[4:9]: [80 78 75 71 69]
Recon[4:9]:    [80 78 75 71 69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (LMS Hamilton Beats (5min)):
Original[4:9]: [20 19 16 17 18]
Recon[4:9]:    [20 19 16 17 18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (LMS Hamilton Beats (5min)):
Original[4:9]: [-50 -51 -52 -53 -52]
Recon[4:9]:    [-50 -51 -52 -53 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (LMS Hamilton Beats (5min)):
Original[4:9]: [-19 -21 -24 -27 -27]
Recon[4:9]:    [-19 -21 -24 -27 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (LMS Hamilton Beats (5min)):
Original[4:9]: [-21 -21 -20 -20 -26]
Recon[4:9]:    [-21 -21 -20 -20 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (LMS Hamilton Beats (5min)):
Original[4:9]: [-3 -2 -5 -7 -9]
Recon[4:9]:    [-3 -2 -5 -7 -9]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (LMS Hamilton Beats (5min)):
Original[4:9]: [-19 -21 -24 -25 -25]
Recon[4:9]:    [-19 -21 -24 -25 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (LMS Hamilton Beats (5min)):
Original[4:9]: [-24 -23 -23 -27 -30]
Recon[4:9]:    [-24 -23 -23 -27 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (LMS Hamilton Beats (5min)):
Original[4:9]: [-77 -77 -74 -74 -76]
Recon[4:9]:    [-77 -77 -74 -74 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -56 -57 -59 -59]
Recon[4:9]:    [-57 -56 -57 -59 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (LMS Hamilton Beats (5min)):
Original[4:9]: [-27 -27 -27 -28 -31]
Recon[4:9]:    [-27 -27 -27 -28 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (LMS Hamilton Beats (5min)):
Original[4:9]: [-20 -19 -22 -22 -21]
Recon[4:9]:    [-20 -19 -22 -22 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (LMS Hamilton Beats (5min)):
Original[4:9]: [18 17 18 16 16]
Recon[4:9]:    [18 17 18 16 16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (LMS Hamilton Beats (5min)):
Original[4:9]: [13 14 18 17 14]
Recon[4:9]:    [13 14 18 17 14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (LMS Hamilton Beats (5min)):
Original[4:9]: [11  8  8  7  7]
Recon[4:9]:    [11  8  8  7  7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (LMS Hamilton Beats (5min)):
Original[4:9]: [14 11  5  5  5]
Recon[4:9]:    [14 11  5  5  5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (LMS Hamilton Beats (5min)):
Original[4:9]: [-21 -18 -15 -16 -16]
Recon[4:9]:    [-21 -18 -15 -16 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (LMS Hamilton Beats (5min)):
Original[4:9]: [-15 -11 -12 -15 -22]
Recon[4:9]:    [-15 -11 -12 -15 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (LMS Hamilton Beats (5min)):
Original[4:9]: [-12 -14 -15 -16 -16]
Recon[4:9]:    [-12 -14 -15 -16 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (LMS Hamilton Beats (5min)):
Original[4:9]: [17 14 14 12 14]
Recon[4:9]:    [17 14 14 12 14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (LMS Hamilton Beats (5min)):
Original[4:9]: [23 20 21 19 16]
Recon[4:9]:    [23 20 21 19 16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (LMS Hamilton Beats (5min)):
Original[4:9]: [ 2  1 -2 -4 -8]
Recon[4:9]:    [ 2  1 -2 -4 -8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 53 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -3  -4 -11 -12 -16]
Recon[4:9]:    [ -3  -4 -11 -12 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 54 (LMS Hamilton Beats (5min)):
Original[4:9]: [-72 -71 -66 -69 -68]
Recon[4:9]:    [-72 -71 -66 -69 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 55 (LMS Hamilton Beats (5min)):
Original[4:9]: [-42 -45 -42 -42 -45]
Recon[4:9]:    [-42 -45 -42 -42 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 56 (LMS Hamilton Beats (5min)):
Original[4:9]: [8 5 5 8 7]
Recon[4:9]:    [8 5 5 8 7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 57 (LMS Hamilton Beats (5min)):
Original[4:9]: [-6 -9 -8 -9 -9]
Recon[4:9]:    [-6 -9 -8 -9 -9]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 58 (LMS Hamilton Beats (5min)):
Original[4:9]: [10 14 13 12  9]
Recon[4:9]:    [10 14 13 12  9]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 59 (LMS Hamilton Beats (5min)):
Original[4:9]: [29 25 23 22 23]
Recon[4:9]:    [29 25 23 22 23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 60 (LMS Hamilton Beats (5min)):
Original[4:9]: [37 41 37 38 33]
Recon[4:9]:    [37 41 37 38 33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 61 (LMS Hamilton Beats (5min)):
Original[4:9]: [12 11 10  7  5]
Recon[4:9]:    [12 11 10  7  5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 62 (LMS Hamilton Beats (5min)):
Original[4:9]: [-26 -25 -26 -27 -28]
Recon[4:9]:    [-26 -25 -26 -27 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 63 (LMS Hamilton Beats (5min)):
Original[4:9]: [17 18 15 17 13]
Recon[4:9]:    [17 18 15 17 13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 64 (LMS Hamilton Beats (5min)):
Original[4:9]: [ 6 11 11  8  5]
Recon[4:9]:    [ 6 11 11  8  5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 65 (LMS Hamilton Beats (5min)):
Original[4:9]: [ 1 -3 -4 -6 -6]
Recon[4:9]:    [ 1 -3 -4 -6 -6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 66 (LMS Hamilton Beats (5min)):
Original[4:9]: [-13 -15 -20 -22 -19]
Recon[4:9]:    [-13 -15 -20 -22 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 67 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -8 -12 -16 -16 -15]
Recon[4:9]:    [ -8 -12 -16 -16 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 68 (LMS Hamilton Beats (5min)):
Original[4:9]: [-15 -16 -19 -15 -14]
Recon[4:9]:    [-15 -16 -19 -15 -14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 69 (LMS Hamilton Beats (5min)):
Original[4:9]: [-69 -70 -74 -74 -76]
Recon[4:9]:    [-69 -70 -74 -74 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 70 (LMS Hamilton Beats (5min)):
Original[4:9]: [-53 -56 -59 -58 -56]
Recon[4:9]:    [-53 -56 -59 -58 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 71 (LMS Hamilton Beats (5min)):
Original[4:9]: [-52 -52 -56 -58 -58]
Recon[4:9]:    [-52 -52 -56 -58 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 72 (LMS Hamilton Beats (5min)):
Original[4:9]: [-31 -33 -35 -33 -34]
Recon[4:9]:    [-31 -33 -35 -33 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 73 (LMS Hamilton Beats (5min)):
Original[4:9]: [-35 -38 -39 -39 -40]
Recon[4:9]:    [-35 -38 -39 -39 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 74 (LMS Hamilton Beats (5min)):
Original[4:9]: [-15 -16 -20 -27 -29]
Recon[4:9]:    [-15 -16 -20 -27 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 75 (LMS Hamilton Beats (5min)):
Original[4:9]: [-13 -12 -12 -17 -22]
Recon[4:9]:    [-13 -12 -12 -17 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 76 (LMS Hamilton Beats (5min)):
Original[4:9]: [ 27  -2 -45 -67 -50]
Recon[4:9]:    [ 27  -2 -45 -67 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 77 (LMS Hamilton Beats (5min)):
Original[4:9]: [-87 -93 -79 -17  35]
Recon[4:9]:    [-87 -93 -79 -17  35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 78 (LMS Hamilton Beats (5min)):
Original[4:9]: [-26   1 -13 -58 -89]
Recon[4:9]:    [-26   1 -13 -58 -89]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 79 (LMS Hamilton Beats (5min)):
Original[4:9]: [-49 -19   0 -11 -38]
Recon[4:9]:    [-49 -19   0 -11 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 80 (LMS Hamilton Beats (5min)):
Original[4:9]: [-37 -43 -57 -71 -69]
Recon[4:9]:    [-37 -43 -57 -71 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 81 (LMS Hamilton Beats (5min)):
Original[4:9]: [-25 -39 -41 -29 -16]
Recon[4:9]:    [-25 -39 -41 -29 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 82 (LMS Hamilton Beats (5min)):
Original[4:9]: [-50 -46 -56 -64 -68]
Recon[4:9]:    [-50 -46 -56 -64 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 83 (LMS Hamilton Beats (5min)):
Original[4:9]: [-55 -54 -49 -43 -32]
Recon[4:9]:    [-55 -54 -49 -43 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 84 (LMS Hamilton Beats (5min)):
Original[4:9]: [-117 -115 -110 -105 -109]
Recon[4:9]:    [-117 -115 -110 -105 -109]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 85 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -9 -13 -12 -10  -9]
Recon[4:9]:    [ -9 -13 -12 -10  -9]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 86 (LMS Hamilton Beats (5min)):
Original[4:9]: [8 8 4 6 7]
Recon[4:9]:    [8 8 4 6 7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 87 (LMS Hamilton Beats (5min)):
Original[4:9]: [ 9 10 12 10  9]
Recon[4:9]:    [ 9 10 12 10  9]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 88 (LMS Hamilton Beats (5min)):
Original[4:9]: [ 7  4  1  0 -1]
Recon[4:9]:    [ 7  4  1  0 -1]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 89 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -58 -60 -61 -61]
Recon[4:9]:    [-57 -58 -60 -61 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 90 (LMS Hamilton Beats (5min)):
Original[4:9]: [-63 -66 -68 -71 -68]
Recon[4:9]:    [-63 -66 -68 -71 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 91 (LMS Hamilton Beats (5min)):
Original[4:9]: [-31 -33 -35 -34 -36]
Recon[4:9]:    [-31 -33 -35 -34 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 92 (LMS Hamilton Beats (5min)):
Original[4:9]: [-31 -30 -33 -37 -39]
Recon[4:9]:    [-31 -30 -33 -37 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 93 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -8  -8 -13 -15 -13]
Recon[4:9]:    [ -8  -8 -13 -15 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 94 (LMS Hamilton Beats (5min)):
Original[4:9]: [15 14 13 10 14]
Recon[4:9]:    [15 14 13 10 14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 95 (LMS Hamilton Beats (5min)):
Original[4:9]: [12 11  6  6  1]
Recon[4:9]:    [12 11  6  6  1]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 96 (LMS Hamilton Beats (5min)):
Original[4:9]: [1 2 1 1 3]
Recon[4:9]:    [1 2 1 1 3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 97 (LMS Hamilton Beats (5min)):
Original[4:9]: [-68 -73 -72 -71 -71]
Recon[4:9]:    [-68 -73 -72 -71 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 98 (LMS Hamilton Beats (5min)):
Original[4:9]: [-54 -54 -52 -50 -52]
Recon[4:9]:    [-54 -54 -52 -50 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 99 (LMS Hamilton Beats (5min)):
Original[4:9]: [ 14  -5 -24 -34 -34]
Recon[4:9]:    [ 14  -5 -24 -34 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 100 (LMS Hamilton Beats (5min)):
Original[4:9]: [19 19 15 12  9]
Recon[4:9]:    [19 19 15 12  9]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 101 (LMS Hamilton Beats (5min)):
Original[4:9]: [-23 -25 -22 -23 -24]
Recon[4:9]:    [-23 -25 -22 -23 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 102 (LMS Hamilton Beats (5min)):
Original[4:9]: [-35 -39 -40 -41 -42]
Recon[4:9]:    [-35 -39 -40 -41 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 103 (LMS Hamilton Beats (5min)):
Original[4:9]: [-18 -20 -21 -22 -26]
Recon[4:9]:    [-18 -20 -21 -22 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 104 (LMS Hamilton Beats (5min)):
Original[4:9]: [-6 -7 -6 -3 -2]
Recon[4:9]:    [-6 -7 -6 -3 -2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 105 (LMS Hamilton Beats (5min)):
Original[4:9]: [-65 -65 -70 -68 -66]
Recon[4:9]:    [-65 -65 -70 -68 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 106 (LMS Hamilton Beats (5min)):
Original[4:9]: [-66 -68 -65 -64 -66]
Recon[4:9]:    [-66 -68 -65 -64 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 107 (LMS Hamilton Beats (5min)):
Original[4:9]: [-44 -44 -46 -48 -49]
Recon[4:9]:    [-44 -44 -46 -48 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 108 (LMS Hamilton Beats (5min)):
Original[4:9]: [ 0  1 -1 -4 -7]
Recon[4:9]:    [ 0  1 -1 -4 -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 109 (LMS Hamilton Beats (5min)):
Original[4:9]: [-13 -19 -19 -23 -24]
Recon[4:9]:    [-13 -19 -19 -23 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 110 (LMS Hamilton Beats (5min)):
Original[4:9]: [-24 -23 -25 -28 -30]
Recon[4:9]:    [-24 -23 -25 -28 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 111 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -9  -9 -13 -16 -16]
Recon[4:9]:    [ -9  -9 -13 -16 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 112 (LMS Hamilton Beats (5min)):
Original[4:9]: [ 1  1 -1 -3 -4]
Recon[4:9]:    [ 1  1 -1 -3 -4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 113 (LMS Hamilton Beats (5min)):
Original[4:9]: [13 13 10 11  7]
Recon[4:9]:    [13 13 10 11  7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 114 (LMS Hamilton Beats (5min)):
Original[4:9]: [34 36 40 41 40]
Recon[4:9]:    [34 36 40 41 40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 115 (LMS Hamilton Beats (5min)):
Original[4:9]: [-36 -35 -34 -38 -39]
Recon[4:9]:    [-36 -35 -34 -38 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 116 (LMS Hamilton Beats (5min)):
Original[4:9]: [-33 -36 -38 -42 -43]
Recon[4:9]:    [-33 -36 -38 -42 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 117 (LMS Hamilton Beats (5min)):
Original[4:9]: [-27 -26 -28 -33 -33]
Recon[4:9]:    [-27 -26 -28 -33 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 118 (LMS Hamilton Beats (5min)):
Original[4:9]: [-11 -15 -20 -18 -15]
Recon[4:9]:    [-11 -15 -20 -18 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 119 (LMS Hamilton Beats (5min)):
Original[4:9]: [12  6  2  2  0]
Recon[4:9]:    [12  6  2  2  0]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 120 (LMS Hamilton Beats (5min)):
Original[4:9]: [16 12 10  8  8]
Recon[4:9]:    [16 12 10  8  8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 121 (LMS Hamilton Beats (5min)):
Original[4:9]: [31 30 31 32 29]
Recon[4:9]:    [31 30 31 32 29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 122 (LMS Hamilton Beats (5min)):
Original[4:9]: [32 29 27 28 27]
Recon[4:9]:    [32 29 27 28 27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 123 (LMS Hamilton Beats (5min)):
Original[4:9]: [22 19 21 17 14]
Recon[4:9]:    [22 19 21 17 14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 124 (LMS Hamilton Beats (5min)):
Original[4:9]: [14 12  9  9  5]
Recon[4:9]:    [14 12  9  9  5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 125 (LMS Hamilton Beats (5min)):
Original[4:9]: [-67 -64 -64 -65 -68]
Recon[4:9]:    [-67 -64 -64 -65 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 126 (LMS Hamilton Beats (5min)):
Original[4:9]: [-46 -47 -46 -47 -50]
Recon[4:9]:    [-46 -47 -46 -47 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 127 (LMS Hamilton Beats (5min)):
Original[4:9]: [-18 -19 -17 -20 -23]
Recon[4:9]:    [-18 -19 -17 -20 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 128 (LMS Hamilton Beats (5min)):
Original[4:9]: [17 16 15 11  9]
Recon[4:9]:    [17 16 15 11  9]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 129 (LMS Hamilton Beats (5min)):
Original[4:9]: [21 18 19 14 14]
Recon[4:9]:    [21 18 19 14 14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 130 (LMS Hamilton Beats (5min)):
Original[4:9]: [17 18 17 17 15]
Recon[4:9]:    [17 18 17 17 15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 131 (LMS Hamilton Beats (5min)):
Original[4:9]: [13 12 13 12 12]
Recon[4:9]:    [13 12 13 12 12]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 132 (LMS Hamilton Beats (5min)):
Original[4:9]: [25 17  9  6  5]
Recon[4:9]:    [25 17  9  6  5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 133 (LMS Hamilton Beats (5min)):
Original[4:9]: [31 29 28 26 23]
Recon[4:9]:    [31 29 28 26 23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 134 (LMS Hamilton Beats (5min)):
Original[4:9]: [-42 -39 -33 -38 -37]
Recon[4:9]:    [-42 -39 -33 -38 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 135 (LMS Hamilton Beats (5min)):
Original[4:9]: [-26 -28 -24 -21 -18]
Recon[4:9]:    [-26 -28 -24 -21 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 136 (LMS Hamilton Beats (5min)):
Original[4:9]: [15  9  4  1  1]
Recon[4:9]:    [15  9  4  1  1]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 137 (LMS Hamilton Beats (5min)):
Original[4:9]: [13 10  8  5  4]
Recon[4:9]:    [13 10  8  5  4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 138 (LMS Hamilton Beats (5min)):
Original[4:9]: [23 20 18 19 19]
Recon[4:9]:    [23 20 18 19 19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 139 (LMS Hamilton Beats (5min)):
Original[4:9]: [28 26 31 35 31]
Recon[4:9]:    [28 26 31 35 31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 140 (LMS Hamilton Beats (5min)):
Original[4:9]: [40 40 39 36 32]
Recon[4:9]:    [40 40 39 36 32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 141 (LMS Hamilton Beats (5min)):
Original[4:9]: [27 24 24 29 29]
Recon[4:9]:    [27 24 24 29 29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 142 (LMS Hamilton Beats (5min)):
Original[4:9]: [-43 -38 -36 -38 -43]
Recon[4:9]:    [-43 -38 -36 -38 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 143 (LMS Hamilton Beats (5min)):
Original[4:9]: [-24 -25 -27 -28 -34]
Recon[4:9]:    [-24 -25 -27 -28 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 144 (LMS Hamilton Beats (5min)):
Original[4:9]: [-31 -31 -26 -24 -29]
Recon[4:9]:    [-31 -31 -26 -24 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 145 (LMS Hamilton Beats (5min)):
Original[4:9]: [-41 -43 -37 -27 -21]
Recon[4:9]:    [-41 -43 -37 -27 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 146 (LMS Hamilton Beats (5min)):
Original[4:9]: [-25 -23 -21 -21 -28]
Recon[4:9]:    [-25 -23 -21 -21 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 147 (LMS Hamilton Beats (5min)):
Original[4:9]: [ 20   0  -6 -12 -32]
Recon[4:9]:    [ 20   0  -6 -12 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 148 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -1 -33 -64 -74 -51]
Recon[4:9]:    [ -1 -33 -64 -74 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 149 (LMS Hamilton Beats (5min)):
Original[4:9]: [-14  -9 -30 -54 -71]
Recon[4:9]:    [-14  -9 -30 -54 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 150 (LMS Hamilton Beats (5min)):
Original[4:9]: [21 10  9 10  9]
Recon[4:9]:    [21 10  9 10  9]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 151 (LMS Hamilton Beats (5min)):
Original[4:9]: [28 28 31 31 30]
Recon[4:9]:    [28 28 31 31 30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 152 (LMS Hamilton Beats (5min)):
Original[4:9]: [-46 -49 -49 -45 -45]
Recon[4:9]:    [-46 -49 -49 -45 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 153 (LMS Hamilton Beats (5min)):
Original[4:9]: [-41 -46 -46 -48 -53]
Recon[4:9]:    [-41 -46 -46 -48 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 154 (LMS Hamilton Beats (5min)):
Original[4:9]: [-50 -52 -53 -54 -55]
Recon[4:9]:    [-50 -52 -53 -54 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 155 (LMS Hamilton Beats (5min)):
Original[4:9]: [-47 -44 -44 -49 -42]
Recon[4:9]:    [-47 -44 -44 -49 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 156 (LMS Hamilton Beats (5min)):
Original[4:9]: [ 52  83  57   4 -38]
Recon[4:9]:    [ 52  83  57   4 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 157 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -97  -96 -125 -185 -234]
Recon[4:9]:    [ -97  -96 -125 -185 -234]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 158 (LMS Hamilton Beats (5min)):
Original[4:9]: [-62 -45 -19  -4  -7]
Recon[4:9]:    [-62 -45 -19  -4  -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 159 (LMS Hamilton Beats (5min)):
Original[4:9]: [27 20 12  7  2]
Recon[4:9]:    [27 20 12  7  2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 160 (LMS Hamilton Beats (5min)):
Original[4:9]: [9 0 0 7 8]
Recon[4:9]:    [9 0 0 7 8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 161 (LMS Hamilton Beats (5min)):
Original[4:9]: [-15  -9 -10 -28 -59]
Recon[4:9]:    [-15  -9 -10 -28 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 162 (LMS Hamilton Beats (5min)):
Original[4:9]: [-84 -77 -65 -62 -71]
Recon[4:9]:    [-84 -77 -65 -62 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 163 (LMS Hamilton Beats (5min)):
Original[4:9]: [-134 -136 -125 -105  -94]
Recon[4:9]:    [-134 -136 -125 -105  -94]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 164 (LMS Hamilton Beats (5min)):
Original[4:9]: [-24 -25 -25 -32 -41]
Recon[4:9]:    [-24 -25 -25 -32 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 165 (LMS Hamilton Beats (5min)):
Original[4:9]: [-105 -115 -112  -99  -89]
Recon[4:9]:    [-105 -115 -112  -99  -89]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 166 (LMS Hamilton Beats (5min)):
Original[4:9]: [-74 -71 -70 -66 -65]
Recon[4:9]:    [-74 -71 -70 -66 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 167 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -54 -50 -52 -59]
Recon[4:9]:    [-57 -54 -50 -52 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 168 (LMS Hamilton Beats (5min)):
Original[4:9]: [-31 -35 -42 -52 -60]
Recon[4:9]:    [-31 -35 -42 -52 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 169 (LMS Hamilton Beats (5min)):
Original[4:9]: [-22 -37 -32 -13   3]
Recon[4:9]:    [-22 -37 -32 -13   3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 170 (LMS Hamilton Beats (5min)):
Original[4:9]: [ 27 -24 -63 -75 -74]
Recon[4:9]:    [ 27 -24 -63 -75 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 171 (LMS Hamilton Beats (5min)):
Original[4:9]: [  14   35   17  -39 -120]
Recon[4:9]:    [  14   35   17  -39 -120]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 172 (LMS Hamilton Beats (5min)):
Original[4:9]: [236 248 196 153 146]
Recon[4:9]:    [236 248 196 153 146]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 173 (LMS Hamilton Beats (5min)):
Original[4:9]: [28 21 23 22 21]
Recon[4:9]:    [28 21 23 22 21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 174 (LMS Hamilton Beats (5min)):
Original[4:9]: [-77 -90 -93 -94 -82]
Recon[4:9]:    [-77 -90 -93 -94 -82]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 175 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -73  -84  -95 -101  -89]
Recon[4:9]:    [ -73  -84  -95 -101  -89]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 176 (LMS Hamilton Beats (5min)):
Original[4:9]: [-158 -160 -164 -164 -160]
Recon[4:9]:    [-158 -160 -164 -164 -160]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 177 (LMS Hamilton Beats (5min)):
Original[4:9]: [-136 -142 -159 -181 -182]
Recon[4:9]:    [-136 -142 -159 -181 -182]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 178 (LMS Hamilton Beats (5min)):
Original[4:9]: [-119 -112 -110 -100  -90]
Recon[4:9]:    [-119 -112 -110 -100  -90]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 179 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -70 -112 -161 -169 -121]
Recon[4:9]:    [ -70 -112 -161 -169 -121]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 180 (LMS Hamilton Beats (5min)):
Original[4:9]: [-108 -135 -147 -115  -47]
Recon[4:9]:    [-108 -135 -147 -115  -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 181 (LMS Hamilton Beats (5min)):
Original[4:9]: [-22 -33 -45 -42 -28]
Recon[4:9]:    [-22 -33 -45 -42 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 182 (LMS Hamilton Beats (5min)):
Original[4:9]: [ 13   6 -14 -21  -1]
Recon[4:9]:    [ 13   6 -14 -21  -1]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 183 (LMS Hamilton Beats (5min)):
Original[4:9]: [-6 -1  1  5  0]
Recon[4:9]:    [-6 -1  1  5  0]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 184 (LMS Hamilton Beats (5min)):
Original[4:9]: [13 14 15 11  7]
Recon[4:9]:    [13 14 15 11  7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 185 (LMS Hamilton Beats (5min)):
Original[4:9]: [ 7  0  4 15 22]
Recon[4:9]:    [ 7  0  4 15 22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 186 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -3   0  -6 -23 -35]
Recon[4:9]:    [ -3   0  -6 -23 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 187 (LMS Hamilton Beats (5min)):
Original[4:9]: [-12   7  19  18  11]
Recon[4:9]:    [-12   7  19  18  11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 188 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -1 -43 -69 -59 -33]
Recon[4:9]:    [ -1 -43 -69 -59 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 189 (LMS Hamilton Beats (5min)):
Original[4:9]: [  2  -7 -13  -9   8]
Recon[4:9]:    [  2  -7 -13  -9   8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 190 (LMS Hamilton Beats (5min)):
Original[4:9]: [-34 -32 -35 -45 -52]
Recon[4:9]:    [-34 -32 -35 -45 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 191 (LMS Hamilton Beats (5min)):
Original[4:9]: [25 23 28 31 31]
Recon[4:9]:    [25 23 28 31 31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 192 (LMS Hamilton Beats (5min)):
Original[4:9]: [-14 -21 -56 -79 -77]
Recon[4:9]:    [-14 -21 -56 -79 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 193 (LMS Hamilton Beats (5min)):
Original[4:9]: [-40 -30 -27 -37 -50]
Recon[4:9]:    [-40 -30 -27 -37 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 194 (LMS Hamilton Beats (5min)):
Original[4:9]: [-53 -43 -42 -46 -54]
Recon[4:9]:    [-53 -43 -42 -46 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 195 (LMS Hamilton Beats (5min)):
Original[4:9]: [-94 -89 -89 -89 -86]
Recon[4:9]:    [-94 -89 -89 -89 -86]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 196 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -1  12  17   2 -16]
Recon[4:9]:    [ -1  12  17   2 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 197 (LMS Hamilton Beats (5min)):
Original[4:9]: [-47 -33 -24 -31 -47]
Recon[4:9]:    [-47 -33 -24 -31 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 198 (LMS Hamilton Beats (5min)):
Original[4:9]: [15  9 10 12  5]
Recon[4:9]:    [15  9 10 12  5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 199 (LMS Hamilton Beats (5min)):
Original[4:9]: [-7  1  6 12 16]
Recon[4:9]:    [-7  1  6 12 16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 200 (LMS Hamilton Beats (5min)):
Original[4:9]: [34 35 41 53 61]
Recon[4:9]:    [34 35 41 53 61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 201 (LMS Hamilton Beats (5min)):
Original[4:9]: [27 53 63 68 68]
Recon[4:9]:    [27 53 63 68 68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 202 (LMS Hamilton Beats (5min)):
Original[4:9]: [29 31 31 27 18]
Recon[4:9]:    [29 31 31 27 18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 203 (LMS Hamilton Beats (5min)):
Original[4:9]: [ 2 12 22 24 14]
Recon[4:9]:    [ 2 12 22 24 14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 204 (LMS Hamilton Beats (5min)):
Original[4:9]: [ 13  13   7  -7 -24]
Recon[4:9]:    [ 13  13   7  -7 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 205 (LMS Hamilton Beats (5min)):
Original[4:9]: [-11  -7  -8  -6  -6]
Recon[4:9]:    [-11  -7  -8  -6  -6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 206 (LMS Hamilton Beats (5min)):
Original[4:9]: [-82 -82 -81 -85 -86]
Recon[4:9]:    [-82 -82 -81 -85 -86]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 207 (LMS Hamilton Beats (5min)):
Original[4:9]: [-87 -84 -81 -79 -78]
Recon[4:9]:    [-87 -84 -81 -79 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 208 (LMS Hamilton Beats (5min)):
Original[4:9]: [-70 -73 -78 -84 -85]
Recon[4:9]:    [-70 -73 -78 -84 -85]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 209 (LMS Hamilton Beats (5min)):
Original[4:9]: [-33 -31 -32 -34 -35]
Recon[4:9]:    [-33 -31 -32 -34 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 210 (LMS Hamilton Beats (5min)):
Original[4:9]: [  6   2  -2  -7 -11]
Recon[4:9]:    [  6   2  -2  -7 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 211 (LMS Hamilton Beats (5min)):
Original[4:9]: [ 6  0 -3 -6 -4]
Recon[4:9]:    [ 6  0 -3 -6 -4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 212 (LMS Hamilton Beats (5min)):
Original[4:9]: [ 6  3  2  8 17]
Recon[4:9]:    [ 6  3  2  8 17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 213 (LMS Hamilton Beats (5min)):
Original[4:9]: [29 32 36 33 29]
Recon[4:9]:    [29 32 36 33 29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 214 (LMS Hamilton Beats (5min)):
Original[4:9]: [-89 -51  -4  18  16]
Recon[4:9]:    [-89 -51  -4  18  16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 215 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -18  -28  -49  -75 -109]
Recon[4:9]:    [ -18  -28  -49  -75 -109]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 216 (LMS Hamilton Beats (5min)):
Original[4:9]: [ 90  96 102 101  93]
Recon[4:9]:    [ 90  96 102 101  93]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 217 (LMS Hamilton Beats (5min)):
Original[4:9]: [57 52 49 47 45]
Recon[4:9]:    [57 52 49 47 45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 218 (LMS Hamilton Beats (5min)):
Original[4:9]: [-65 -69 -74 -76 -75]
Recon[4:9]:    [-65 -69 -74 -76 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 219 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -94  -98 -103 -111 -115]
Recon[4:9]:    [ -94  -98 -103 -111 -115]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 220 (LMS Hamilton Beats (5min)):
Original[4:9]: [-91 -93 -98 -99 -96]
Recon[4:9]:    [-91 -93 -98 -99 -96]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 221 (LMS Hamilton Beats (5min)):
Original[4:9]: [-74 -76 -75 -78 -76]
Recon[4:9]:    [-74 -76 -75 -78 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 222 (LMS Hamilton Beats (5min)):
Original[4:9]: [-26 -26 -29 -33 -34]
Recon[4:9]:    [-26 -26 -29 -33 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 223 (LMS Hamilton Beats (5min)):
Original[4:9]: [-14 -12 -11 -11 -14]
Recon[4:9]:    [-14 -12 -11 -11 -14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 224 (LMS Hamilton Beats (5min)):
Original[4:9]: [-17 -20 -20 -17 -10]
Recon[4:9]:    [-17 -20 -20 -17 -10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 225 (LMS Hamilton Beats (5min)):
Original[4:9]: [-13 -19 -26 -30 -29]
Recon[4:9]:    [-13 -19 -26 -30 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 226 (LMS Hamilton Beats (5min)):
Original[4:9]: [-1 -1 -1 -4 -6]
Recon[4:9]:    [-1 -1 -1 -4 -6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 227 (LMS Hamilton Beats (5min)):
Original[4:9]: [-24 -23 -23 -23 -24]
Recon[4:9]:    [-24 -23 -23 -23 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 228 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -8 -12 -14 -10  -4]
Recon[4:9]:    [ -8 -12 -14 -10  -4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 229 (LMS Hamilton Beats (5min)):
Original[4:9]: [-72 -75 -77 -79 -76]
Recon[4:9]:    [-72 -75 -77 -79 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 230 (LMS Hamilton Beats (5min)):
Original[4:9]: [-31 -34 -44 -57 -65]
Recon[4:9]:    [-31 -34 -44 -57 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 231 (LMS Hamilton Beats (5min)):
Original[4:9]: [-24 -33 -44 -53 -53]
Recon[4:9]:    [-24 -33 -44 -53 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 232 (LMS Hamilton Beats (5min)):
Original[4:9]: [-24 -25 -27 -28 -33]
Recon[4:9]:    [-24 -25 -27 -28 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 233 (LMS Hamilton Beats (5min)):
Original[4:9]: [-25 -24 -17 -14 -19]
Recon[4:9]:    [-25 -24 -17 -14 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 234 (LMS Hamilton Beats (5min)):
Original[4:9]: [-2 -5 -8 -8 -6]
Recon[4:9]:    [-2 -5 -8 -8 -6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 235 (LMS Hamilton Beats (5min)):
Original[4:9]: [26 20 11  5  3]
Recon[4:9]:    [26 20 11  5  3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 236 (LMS Hamilton Beats (5min)):
Original[4:9]: [46 43 38 40 41]
Recon[4:9]:    [46 43 38 40 41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 237 (LMS Hamilton Beats (5min)):
Original[4:9]: [-29 -30 -33 -39 -44]
Recon[4:9]:    [-29 -30 -33 -39 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 238 (LMS Hamilton Beats (5min)):
Original[4:9]: [-43 -40 -35 -37 -39]
Recon[4:9]:    [-43 -40 -35 -37 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 239 (LMS Hamilton Beats (5min)):
Original[4:9]: [-16 -20 -28 -28 -24]
Recon[4:9]:    [-16 -20 -28 -28 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 240 (LMS Hamilton Beats (5min)):
Original[4:9]: [-12 -14 -11   4  13]
Recon[4:9]:    [-12 -14 -11   4  13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 241 (LMS Hamilton Beats (5min)):
Original[4:9]: [-32 -31 -27 -23 -25]
Recon[4:9]:    [-32 -31 -27 -23 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 242 (LMS Hamilton Beats (5min)):
Original[4:9]: [ 6  8  3 -2 -7]
Recon[4:9]:    [ 6  8  3 -2 -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 243 (LMS Hamilton Beats (5min)):
Original[4:9]: [18 11  5  2  2]
Recon[4:9]:    [18 11  5  2  2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 244 (LMS Hamilton Beats (5min)):
Original[4:9]: [-6 -4 -2  0 -2]
Recon[4:9]:    [-6 -4 -2  0 -2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 245 (LMS Hamilton Beats (5min)):
Original[4:9]: [-2  0  2  1  2]
Recon[4:9]:    [-2  0  2  1  2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 246 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -58 -60 -64 -66]
Recon[4:9]:    [-57 -58 -60 -64 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 247 (LMS Hamilton Beats (5min)):
Original[4:9]: [-50 -50 -58 -64 -59]
Recon[4:9]:    [-50 -50 -58 -64 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 248 (LMS Hamilton Beats (5min)):
Original[4:9]: [-66 -62 -62 -63 -66]
Recon[4:9]:    [-66 -62 -62 -63 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 249 (LMS Hamilton Beats (5min)):
Original[4:9]: [-63 -61 -64 -64 -70]
Recon[4:9]:    [-63 -61 -64 -64 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 250 (LMS Hamilton Beats (5min)):
Original[4:9]: [-69 -61 -57 -58 -62]
Recon[4:9]:    [-69 -61 -57 -58 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 251 (LMS Hamilton Beats (5min)):
Original[4:9]: [-55 -56 -50 -45 -43]
Recon[4:9]:    [-55 -56 -50 -45 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 252 (LMS Hamilton Beats (5min)):
Original[4:9]: [-62 -66 -71 -66 -59]
Recon[4:9]:    [-62 -66 -71 -66 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 253 (LMS Hamilton Beats (5min)):
Original[4:9]: [-55 -56 -56 -49 -49]
Recon[4:9]:    [-55 -56 -56 -49 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 254 (LMS Hamilton Beats (5min)):
Original[4:9]: [-67 -64 -60 -57 -60]
Recon[4:9]:    [-67 -64 -60 -57 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 255 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -61 -60 -58 -54]
Recon[4:9]:    [-57 -61 -60 -58 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 256 (LMS Hamilton Beats (5min)):
Original[4:9]: [-33 -40 -42 -44 -41]
Recon[4:9]:    [-33 -40 -42 -44 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 257 (LMS Hamilton Beats (5min)):
Original[4:9]: [-11 -11 -12  -7  -6]
Recon[4:9]:    [-11 -11 -12  -7  -6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 258 (LMS Hamilton Beats (5min)):
Original[4:9]: [-17 -21 -22 -19 -19]
Recon[4:9]:    [-17 -21 -22 -19 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 259 (LMS Hamilton Beats (5min)):
Original[4:9]: [-28 -33 -29 -25 -24]
Recon[4:9]:    [-28 -33 -29 -25 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 260 (LMS Hamilton Beats (5min)):
Original[4:9]: [-36 -35 -34 -35 -38]
Recon[4:9]:    [-36 -35 -34 -35 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 261 (LMS Hamilton Beats (5min)):
Original[4:9]: [-21 -16 -25 -30 -30]
Recon[4:9]:    [-21 -16 -25 -30 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 262 (LMS Hamilton Beats (5min)):
Original[4:9]: [-47 -47 -42 -37 -39]
Recon[4:9]:    [-47 -47 -42 -37 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 263 (LMS Hamilton Beats (5min)):
Original[4:9]: [-38 -30 -25 -23 -22]
Recon[4:9]:    [-38 -30 -25 -23 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 264 (LMS Hamilton Beats (5min)):
Original[4:9]: [-66 -71 -70 -70 -69]
Recon[4:9]:    [-66 -71 -70 -70 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 265 (LMS Hamilton Beats (5min)):
Original[4:9]: [-27 -64 -80 -49   5]
Recon[4:9]:    [-27 -64 -80 -49   5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 266 (LMS Hamilton Beats (5min)):
Original[4:9]: [-21 -30 -30 -28 -19]
Recon[4:9]:    [-21 -30 -30 -28 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 267 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -2  -7 -15 -18 -16]
Recon[4:9]:    [ -2  -7 -15 -18 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 268 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -4 -10 -10  -9  -6]
Recon[4:9]:    [ -4 -10 -10  -9  -6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 269 (LMS Hamilton Beats (5min)):
Original[4:9]: [-27 -30 -29 -26 -25]
Recon[4:9]:    [-27 -30 -29 -26 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 270 (LMS Hamilton Beats (5min)):
Original[4:9]: [-35 -30 -31 -32 -40]
Recon[4:9]:    [-35 -30 -31 -32 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 271 (LMS Hamilton Beats (5min)):
Original[4:9]: [-32 -37 -40 -38 -28]
Recon[4:9]:    [-32 -37 -40 -38 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 272 (LMS Hamilton Beats (5min)):
Original[4:9]: [-46 -43 -39 -37 -34]
Recon[4:9]:    [-46 -43 -39 -37 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 273 (LMS Hamilton Beats (5min)):
Original[4:9]: [-46 -38 -34 -32 -34]
Recon[4:9]:    [-46 -38 -34 -32 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 274 (LMS Hamilton Beats (5min)):
Original[4:9]: [-45 -38 -34 -37 -37]
Recon[4:9]:    [-45 -38 -34 -37 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 275 (LMS Hamilton Beats (5min)):
Original[4:9]: [-30 -30 -29 -27 -28]
Recon[4:9]:    [-30 -30 -29 -27 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 276 (LMS Hamilton Beats (5min)):
Original[4:9]: [-12 -14 -23 -30 -33]
Recon[4:9]:    [-12 -14 -23 -30 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 277 (LMS Hamilton Beats (5min)):
Original[4:9]: [-37 -50 -52 -44 -35]
Recon[4:9]:    [-37 -50 -52 -44 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 278 (LMS Hamilton Beats (5min)):
Original[4:9]: [-46 -49 -52 -46 -38]
Recon[4:9]:    [-46 -49 -52 -46 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 279 (LMS Hamilton Beats (5min)):
Original[4:9]: [-46 -48 -44 -40 -45]
Recon[4:9]:    [-46 -48 -44 -40 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 280 (LMS Hamilton Beats (5min)):
Original[4:9]: [-45 -43 -44 -46 -43]
Recon[4:9]:    [-45 -43 -44 -46 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 281 (LMS Hamilton Beats (5min)):
Original[4:9]: [-39 -37 -39 -38 -37]
Recon[4:9]:    [-39 -37 -39 -38 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 282 (LMS Hamilton Beats (5min)):
Original[4:9]: [-29 -30 -29 -26 -26]
Recon[4:9]:    [-29 -30 -29 -26 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 283 (LMS Hamilton Beats (5min)):
Original[4:9]: [-30 -30 -32 -32 -31]
Recon[4:9]:    [-30 -30 -32 -32 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 284 (LMS Hamilton Beats (5min)):
Original[4:9]: [-31 -29 -32 -35 -36]
Recon[4:9]:    [-31 -29 -32 -35 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 285 (LMS Hamilton Beats (5min)):
Original[4:9]: [-43 -47 -44 -42 -42]
Recon[4:9]:    [-43 -47 -44 -42 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 286 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -55 -56 -58 -56]
Recon[4:9]:    [-56 -55 -56 -58 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 287 (LMS Hamilton Beats (5min)):
Original[4:9]: [-60 -60 -59 -58 -59]
Recon[4:9]:    [-60 -60 -59 -58 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 288 (LMS Hamilton Beats (5min)):
Original[4:9]: [-47 -51 -49 -48 -47]
Recon[4:9]:    [-47 -51 -49 -48 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 289 (LMS Hamilton Beats (5min)):
Original[4:9]: [-43 -45 -45 -47 -50]
Recon[4:9]:    [-43 -45 -45 -47 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 290 (LMS Hamilton Beats (5min)):
Original[4:9]: [-21 -17 -16 -13 -14]
Recon[4:9]:    [-21 -17 -16 -13 -14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 291 (LMS Hamilton Beats (5min)):
Original[4:9]: [17 15 13 10 10]
Recon[4:9]:    [17 15 13 10 10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 292 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -5 -11  -8  -8  -8]
Recon[4:9]:    [ -5 -11  -8  -8  -8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 293 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -6  -8  -8 -13 -13]
Recon[4:9]:    [ -6  -8  -8 -13 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 294 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -9  -8 -13 -15 -20]
Recon[4:9]:    [ -9  -8 -13 -15 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 295 (LMS Hamilton Beats (5min)):
Original[4:9]: [-10 -12 -11 -11 -15]
Recon[4:9]:    [-10 -12 -11 -11 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 296 (LMS Hamilton Beats (5min)):
Original[4:9]: [-14 -16 -12 -13 -16]
Recon[4:9]:    [-14 -16 -12 -13 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 297 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -2  -3  -4  -8 -10]
Recon[4:9]:    [ -2  -3  -4  -8 -10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 298 (LMS Hamilton Beats (5min)):
Original[4:9]: [  1  -4  -7 -10 -10]
Recon[4:9]:    [  1  -4  -7 -10 -10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 299 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -5  -5  -8 -13 -18]
Recon[4:9]:    [ -5  -5  -8 -13 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 300 (LMS Hamilton Beats (5min)):
Original[4:9]: [-12 -16 -20 -21 -22]
Recon[4:9]:    [-12 -16 -20 -21 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 301 (LMS Hamilton Beats (5min)):
Original[4:9]: [-12 -20 -27 -34 -36]
Recon[4:9]:    [-12 -20 -27 -34 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 302 (LMS Hamilton Beats (5min)):
Original[4:9]: [-24 -26 -28 -29 -28]
Recon[4:9]:    [-24 -26 -28 -29 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 303 (LMS Hamilton Beats (5min)):
Original[4:9]: [-43 -41 -41 -45 -50]
Recon[4:9]:    [-43 -41 -41 -45 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 304 (LMS Hamilton Beats (5min)):
Original[4:9]: [-39 -42 -45 -50 -47]
Recon[4:9]:    [-39 -42 -45 -50 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 305 (LMS Hamilton Beats (5min)):
Original[4:9]: [-35 -36 -38 -41 -47]
Recon[4:9]:    [-35 -36 -38 -41 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 306 (LMS Hamilton Beats (5min)):
Original[4:9]: [-14 -18 -21 -22 -21]
Recon[4:9]:    [-14 -18 -21 -22 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 307 (LMS Hamilton Beats (5min)):
Original[4:9]: [-29 -32 -29 -25 -26]
Recon[4:9]:    [-29 -32 -29 -25 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 308 (LMS Hamilton Beats (5min)):
Original[4:9]: [-37 -40 -44 -43 -43]
Recon[4:9]:    [-37 -40 -44 -43 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 309 (LMS Hamilton Beats (5min)):
Original[4:9]: [-27 -27 -29 -31 -31]
Recon[4:9]:    [-27 -27 -29 -31 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 310 (LMS Hamilton Beats (5min)):
Original[4:9]: [-42 -41 -37 -36 -37]
Recon[4:9]:    [-42 -41 -37 -36 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 311 (LMS Hamilton Beats (5min)):
Original[4:9]: [-48 -47 -44 -43 -42]
Recon[4:9]:    [-48 -47 -44 -43 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 312 (LMS Hamilton Beats (5min)):
Original[4:9]: [-46 -47 -52 -53 -54]
Recon[4:9]:    [-46 -47 -52 -53 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 313 (LMS Hamilton Beats (5min)):
Original[4:9]: [-53 -54 -58 -63 -62]
Recon[4:9]:    [-53 -54 -58 -63 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 314 (LMS Hamilton Beats (5min)):
Original[4:9]: [-45 -43 -41 -40 -43]
Recon[4:9]:    [-45 -43 -41 -40 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 315 (LMS Hamilton Beats (5min)):
Original[4:9]: [-40 -41 -40 -44 -42]
Recon[4:9]:    [-40 -41 -40 -44 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 316 (LMS Hamilton Beats (5min)):
Original[4:9]: [-48 -46 -44 -42 -43]
Recon[4:9]:    [-48 -46 -44 -42 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 317 (LMS Hamilton Beats (5min)):
Original[4:9]: [-58 -55 -49 -49 -50]
Recon[4:9]:    [-58 -55 -49 -49 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 318 (LMS Hamilton Beats (5min)):
Original[4:9]: [-52 -52 -55 -55 -56]
Recon[4:9]:    [-52 -52 -55 -55 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 319 (LMS Hamilton Beats (5min)):
Original[4:9]: [-60 -58 -66 -77 -80]
Recon[4:9]:    [-60 -58 -66 -77 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 320 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -69 -83 -94 -91]
Recon[4:9]:    [-59 -69 -83 -94 -91]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 321 (LMS Hamilton Beats (5min)):
Original[4:9]: [-52 -63 -68 -69 -74]
Recon[4:9]:    [-52 -63 -68 -69 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 322 (LMS Hamilton Beats (5min)):
Original[4:9]: [-45 -32 -35 -45 -62]
Recon[4:9]:    [-45 -32 -35 -45 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 323 (LMS Hamilton Beats (5min)):
Original[4:9]: [-70 -64 -58 -52 -51]
Recon[4:9]:    [-70 -64 -58 -52 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 324 (LMS Hamilton Beats (5min)):
Original[4:9]: [-16 -14 -22 -33 -39]
Recon[4:9]:    [-16 -14 -22 -33 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 325 (LMS Hamilton Beats (5min)):
Original[4:9]: [145  66   4  -9   2]
Recon[4:9]:    [145  66   4  -9   2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 326 (LMS Hamilton Beats (5min)):
Original[4:9]: [-43 -39 -33 -27 -29]
Recon[4:9]:    [-43 -39 -33 -27 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 327 (LMS Hamilton Beats (5min)):
Original[4:9]: [-52 -48 -51 -64 -67]
Recon[4:9]:    [-52 -48 -51 -64 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 328 (LMS Hamilton Beats (5min)):
Original[4:9]: [-61 -70 -74 -82 -95]
Recon[4:9]:    [-61 -70 -74 -82 -95]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 329 (LMS Hamilton Beats (5min)):
Original[4:9]: [-24 -46 -51 -42 -39]
Recon[4:9]:    [-24 -46 -51 -42 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 330 (LMS Hamilton Beats (5min)):
Original[4:9]: [-25 -21 -19 -20 -31]
Recon[4:9]:    [-25 -21 -19 -20 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 331 (LMS Hamilton Beats (5min)):
Original[4:9]: [18 10  2 -1  0]
Recon[4:9]:    [18 10  2 -1  0]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 332 (LMS Hamilton Beats (5min)):
Original[4:9]: [75 83 84 74 63]
Recon[4:9]:    [75 83 84 74 63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 333 (LMS Hamilton Beats (5min)):
Original[4:9]: [80 64 58 53 44]
Recon[4:9]:    [80 64 58 53 44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 334 (LMS Hamilton Beats (5min)):
Original[4:9]: [68 56 51 43 36]
Recon[4:9]:    [68 56 51 43 36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 335 (LMS Hamilton Beats (5min)):
Original[4:9]: [29 24 22 23 23]
Recon[4:9]:    [29 24 22 23 23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 336 (LMS Hamilton Beats (5min)):
Original[4:9]: [58 49 46 42 39]
Recon[4:9]:    [58 49 46 42 39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 337 (LMS Hamilton Beats (5min)):
Original[4:9]: [71 64 66 65 62]
Recon[4:9]:    [71 64 66 65 62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 338 (LMS Hamilton Beats (5min)):
Original[4:9]: [44 39 39 40 39]
Recon[4:9]:    [44 39 39 40 39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 339 (LMS Hamilton Beats (5min)):
Original[4:9]: [28 25 24 27 27]
Recon[4:9]:    [28 25 24 27 27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 340 (LMS Hamilton Beats (5min)):
Original[4:9]: [29 29 27 24 21]
Recon[4:9]:    [29 29 27 24 21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 341 (LMS Hamilton Beats (5min)):
Original[4:9]: [ 7  7  3  0 -3]
Recon[4:9]:    [ 7  7  3  0 -3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 342 (LMS Hamilton Beats (5min)):
Original[4:9]: [-15 -19 -28 -39 -47]
Recon[4:9]:    [-15 -19 -28 -39 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 343 (LMS Hamilton Beats (5min)):
Original[4:9]: [-128  -34   33   36   -7]
Recon[4:9]:    [-128  -34   33   36   -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 344 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -77  -81  -96 -106 -106]
Recon[4:9]:    [ -77  -81  -96 -106 -106]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 345 (LMS Hamilton Beats (5min)):
Original[4:9]: [-7  1  8  2 -7]
Recon[4:9]:    [-7  1  8  2 -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 346 (LMS Hamilton Beats (5min)):
Original[4:9]: [28 30 30 30 23]
Recon[4:9]:    [28 30 30 30 23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 347 (LMS Hamilton Beats (5min)):
Original[4:9]: [38 38 38 38 43]
Recon[4:9]:    [38 38 38 38 43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 348 (LMS Hamilton Beats (5min)):
Original[4:9]: [-34 -38 -36 -36 -36]
Recon[4:9]:    [-34 -38 -36 -36 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 349 (LMS Hamilton Beats (5min)):
Original[4:9]: [-17 -14 -15 -21 -26]
Recon[4:9]:    [-17 -14 -15 -21 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 350 (LMS Hamilton Beats (5min)):
Original[4:9]: [-11 -11 -12 -18 -21]
Recon[4:9]:    [-11 -11 -12 -18 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 351 (LMS Hamilton Beats (5min)):
Original[4:9]: [-26 -24 -23 -28 -30]
Recon[4:9]:    [-26 -24 -23 -28 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 352 (LMS Hamilton Beats (5min)):
Original[4:9]: [-49 -46 -40 -44 -48]
Recon[4:9]:    [-49 -46 -40 -44 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 353 (LMS Hamilton Beats (5min)):
Original[4:9]: [-29 -23 -26 -32 -35]
Recon[4:9]:    [-29 -23 -26 -32 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 354 (LMS Hamilton Beats (5min)):
Original[4:9]: [-17 -18 -21 -21 -26]
Recon[4:9]:    [-17 -18 -21 -21 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 355 (LMS Hamilton Beats (5min)):
Original[4:9]: [-23 -23 -20 -16 -16]
Recon[4:9]:    [-23 -23 -20 -16 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 356 (LMS Hamilton Beats (5min)):
Original[4:9]: [-15 -15 -14 -14 -14]
Recon[4:9]:    [-15 -15 -14 -14 -14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 357 (LMS Hamilton Beats (5min)):
Original[4:9]: [-27 -27 -27 -32 -36]
Recon[4:9]:    [-27 -27 -27 -32 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 358 (LMS Hamilton Beats (5min)):
Original[4:9]: [-31 -26 -24 -26 -28]
Recon[4:9]:    [-31 -26 -24 -26 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 359 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -3  -5 -11 -13 -13]
Recon[4:9]:    [ -3  -5 -11 -13 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 360 (LMS Hamilton Beats (5min)):
Original[4:9]: [-11 -10 -10 -13 -21]
Recon[4:9]:    [-11 -10 -10 -13 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 361 (LMS Hamilton Beats (5min)):
Original[4:9]: [-25 -29 -29 -26 -18]
Recon[4:9]:    [-25 -29 -29 -26 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 362 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -8 -12 -21 -23 -21]
Recon[4:9]:    [ -8 -12 -21 -23 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 363 (LMS Hamilton Beats (5min)):
Original[4:9]: [  2   7   9   1 -16]
Recon[4:9]:    [  2   7   9   1 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 364 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -2 -11 -21 -28 -33]
Recon[4:9]:    [ -2 -11 -21 -28 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 365 (LMS Hamilton Beats (5min)):
Original[4:9]: [-29 -33 -29 -21 -23]
Recon[4:9]:    [-29 -33 -29 -21 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 366 (LMS Hamilton Beats (5min)):
Original[4:9]: [-16 -18 -18 -22 -26]
Recon[4:9]:    [-16 -18 -18 -22 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 367 (LMS Hamilton Beats (5min)):
Original[4:9]: [-22 -24 -12  -1   5]
Recon[4:9]:    [-22 -24 -12  -1   5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 368 (LMS Hamilton Beats (5min)):
Original[4:9]: [-11  -5  -4  -5  -6]
Recon[4:9]:    [-11  -5  -4  -5  -6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 369 (LMS Hamilton Beats (5min)):
Original[4:9]: [-27 -31 -30 -27 -28]
Recon[4:9]:    [-27 -31 -30 -27 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 370 (LMS Hamilton Beats (5min)):
Original[4:9]: [-53 -54 -51 -47 -42]
Recon[4:9]:    [-53 -54 -51 -47 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 371 (LMS Hamilton Beats (5min)):
Original[4:9]: [-84 -78 -75 -73 -75]
Recon[4:9]:    [-84 -78 -75 -73 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 372 (LMS Hamilton Beats (5min)):
Original[4:9]: [-90 -78 -77 -82 -90]
Recon[4:9]:    [-90 -78 -77 -82 -90]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 373 (LMS Hamilton Beats (5min)):
Original[4:9]: [-86 -86 -82 -76 -73]
Recon[4:9]:    [-86 -86 -82 -76 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 374 (LMS Hamilton Beats (5min)):
Original[4:9]: [-63 -63 -67 -72 -76]
Recon[4:9]:    [-63 -63 -67 -72 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- LMS Hamilton Beats (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added LMS results for Hamilton Beats: CR Rice=1.600, CR Huff=1.663, mean L2=30.24624
Best params for NLMS Hamilton Beats (10s): {'order': 4, 'mu': 0.01} (avg l2-norm=0.00000)

DEBUG Segment 0 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-30 -30 -30 -30 -29]
Recon[4:9]:    [-30 -30 -30 -30 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ 1  0 -3 -6 -7]
Recon[4:9]:    [ 1  0 -3 -6 -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (NLMS Hamilton Beats (5min)):
Original[4:9]: [  1  -1  -4  -6 -11]
Recon[4:9]:    [  1  -1  -4  -6 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (NLMS Hamilton Beats (5min)):
Original[4:9]: [17 15 12  7  3]
Recon[4:9]:    [17 15 12  7  3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -2  -4  -5 -10 -11]
Recon[4:9]:    [ -2  -4  -5 -10 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-54 -53 -52 -52 -55]
Recon[4:9]:    [-54 -53 -52 -52 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -5  -9  -8  -8 -10]
Recon[4:9]:    [ -5  -9  -8  -8 -10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-2 -5 -5 -3 -4]
Recon[4:9]:    [-2 -5 -5 -3 -4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-3 -4 -5 -3 -7]
Recon[4:9]:    [-3 -4 -5 -3 -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-10  -9  -9 -11 -13]
Recon[4:9]:    [-10  -9  -9 -11 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ 0 -1 -3  1  0]
Recon[4:9]:    [ 0 -1 -3  1  0]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -4  -5  -6 -11 -15]
Recon[4:9]:    [ -4  -5  -6 -11 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-46 -45 -48 -50 -49]
Recon[4:9]:    [-46 -45 -48 -50 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -6  -7 -10 -11 -13]
Recon[4:9]:    [ -6  -7 -10 -11 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ 7  5  1 -1 -3]
Recon[4:9]:    [ 7  5  1 -1 -3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ 4  0  1 -3 -2]
Recon[4:9]:    [ 4  0  1 -3 -2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (NLMS Hamilton Beats (5min)):
Original[4:9]: [19 17 14 13 13]
Recon[4:9]:    [19 17 14 13 13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (NLMS Hamilton Beats (5min)):
Original[4:9]: [43 37 33 32 32]
Recon[4:9]:    [43 37 33 32 32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (NLMS Hamilton Beats (5min)):
Original[4:9]: [22 20 18 17 19]
Recon[4:9]:    [22 20 18 17 19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-48 -46 -47 -49 -53]
Recon[4:9]:    [-48 -46 -47 -49 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-41 -40 -40 -40 -40]
Recon[4:9]:    [-41 -40 -40 -40 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (NLMS Hamilton Beats (5min)):
Original[4:9]: [13  9 10 11 13]
Recon[4:9]:    [13  9 10 11 13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-2 -2  0  3  0]
Recon[4:9]:    [-2 -2  0  3  0]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -7  -6  -6  -8 -11]
Recon[4:9]:    [ -7  -6  -6  -8 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-22 -21 -22 -24 -24]
Recon[4:9]:    [-22 -21 -22 -24 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-29 -33 -35 -35 -36]
Recon[4:9]:    [-29 -33 -35 -35 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-102 -103 -103 -103 -104]
Recon[4:9]:    [-102 -103 -103 -103 -104]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-82 -82 -79 -79 -78]
Recon[4:9]:    [-82 -82 -79 -79 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -97 -101  -84  -61  -43]
Recon[4:9]:    [ -97 -101  -84  -61  -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (NLMS Hamilton Beats (5min)):
Original[4:9]: [39 39 36 34 34]
Recon[4:9]:    [39 39 36 34 34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (NLMS Hamilton Beats (5min)):
Original[4:9]: [102 101  98  94  95]
Recon[4:9]:    [102 101  98  94  95]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (NLMS Hamilton Beats (5min)):
Original[4:9]: [80 78 75 71 69]
Recon[4:9]:    [80 78 75 71 69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (NLMS Hamilton Beats (5min)):
Original[4:9]: [20 19 16 17 18]
Recon[4:9]:    [20 19 16 17 18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-50 -51 -52 -53 -52]
Recon[4:9]:    [-50 -51 -52 -53 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-19 -21 -24 -27 -27]
Recon[4:9]:    [-19 -21 -24 -27 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-21 -21 -20 -20 -26]
Recon[4:9]:    [-21 -21 -20 -20 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-3 -2 -5 -7 -9]
Recon[4:9]:    [-3 -2 -5 -7 -9]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-19 -21 -24 -25 -25]
Recon[4:9]:    [-19 -21 -24 -25 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-24 -23 -23 -27 -30]
Recon[4:9]:    [-24 -23 -23 -27 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-77 -77 -74 -74 -76]
Recon[4:9]:    [-77 -77 -74 -74 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -56 -57 -59 -59]
Recon[4:9]:    [-57 -56 -57 -59 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-27 -27 -27 -28 -31]
Recon[4:9]:    [-27 -27 -27 -28 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-20 -19 -22 -22 -21]
Recon[4:9]:    [-20 -19 -22 -22 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (NLMS Hamilton Beats (5min)):
Original[4:9]: [18 17 18 16 16]
Recon[4:9]:    [18 17 18 16 16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (NLMS Hamilton Beats (5min)):
Original[4:9]: [13 14 18 17 14]
Recon[4:9]:    [13 14 18 17 14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (NLMS Hamilton Beats (5min)):
Original[4:9]: [11  8  8  7  7]
Recon[4:9]:    [11  8  8  7  7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (NLMS Hamilton Beats (5min)):
Original[4:9]: [14 11  5  5  5]
Recon[4:9]:    [14 11  5  5  5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-21 -18 -15 -16 -16]
Recon[4:9]:    [-21 -18 -15 -16 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-15 -11 -12 -15 -22]
Recon[4:9]:    [-15 -11 -12 -15 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-12 -14 -15 -16 -16]
Recon[4:9]:    [-12 -14 -15 -16 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (NLMS Hamilton Beats (5min)):
Original[4:9]: [17 14 14 12 14]
Recon[4:9]:    [17 14 14 12 14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (NLMS Hamilton Beats (5min)):
Original[4:9]: [23 20 21 19 16]
Recon[4:9]:    [23 20 21 19 16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ 2  1 -2 -4 -8]
Recon[4:9]:    [ 2  1 -2 -4 -8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 53 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -3  -4 -11 -12 -16]
Recon[4:9]:    [ -3  -4 -11 -12 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 54 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-72 -71 -66 -69 -68]
Recon[4:9]:    [-72 -71 -66 -69 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 55 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-42 -45 -42 -42 -45]
Recon[4:9]:    [-42 -45 -42 -42 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 56 (NLMS Hamilton Beats (5min)):
Original[4:9]: [8 5 5 8 7]
Recon[4:9]:    [8 5 5 8 7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 57 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-6 -9 -8 -9 -9]
Recon[4:9]:    [-6 -9 -8 -9 -9]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 58 (NLMS Hamilton Beats (5min)):
Original[4:9]: [10 14 13 12  9]
Recon[4:9]:    [10 14 13 12  9]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 59 (NLMS Hamilton Beats (5min)):
Original[4:9]: [29 25 23 22 23]
Recon[4:9]:    [29 25 23 22 23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 60 (NLMS Hamilton Beats (5min)):
Original[4:9]: [37 41 37 38 33]
Recon[4:9]:    [37 41 37 38 33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 61 (NLMS Hamilton Beats (5min)):
Original[4:9]: [12 11 10  7  5]
Recon[4:9]:    [12 11 10  7  5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 62 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-26 -25 -26 -27 -28]
Recon[4:9]:    [-26 -25 -26 -27 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 63 (NLMS Hamilton Beats (5min)):
Original[4:9]: [17 18 15 17 13]
Recon[4:9]:    [17 18 15 17 13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 64 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ 6 11 11  8  5]
Recon[4:9]:    [ 6 11 11  8  5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 65 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ 1 -3 -4 -6 -6]
Recon[4:9]:    [ 1 -3 -4 -6 -6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 66 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-13 -15 -20 -22 -19]
Recon[4:9]:    [-13 -15 -20 -22 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 67 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -8 -12 -16 -16 -15]
Recon[4:9]:    [ -8 -12 -16 -16 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 68 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-15 -16 -19 -15 -14]
Recon[4:9]:    [-15 -16 -19 -15 -14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 69 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-69 -70 -74 -74 -76]
Recon[4:9]:    [-69 -70 -74 -74 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 70 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-53 -56 -59 -58 -56]
Recon[4:9]:    [-53 -56 -59 -58 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 71 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-52 -52 -56 -58 -58]
Recon[4:9]:    [-52 -52 -56 -58 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 72 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-31 -33 -35 -33 -34]
Recon[4:9]:    [-31 -33 -35 -33 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 73 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-35 -38 -39 -39 -40]
Recon[4:9]:    [-35 -38 -39 -39 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 74 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-15 -16 -20 -27 -29]
Recon[4:9]:    [-15 -16 -20 -27 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 75 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-13 -12 -12 -17 -22]
Recon[4:9]:    [-13 -12 -12 -17 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 76 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ 27  -2 -45 -67 -50]
Recon[4:9]:    [ 27  -2 -45 -67 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 77 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-87 -93 -79 -17  35]
Recon[4:9]:    [-87 -93 -79 -17  35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 78 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-26   1 -13 -58 -89]
Recon[4:9]:    [-26   1 -13 -58 -89]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 79 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-49 -19   0 -11 -38]
Recon[4:9]:    [-49 -19   0 -11 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 80 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-37 -43 -57 -71 -69]
Recon[4:9]:    [-37 -43 -57 -71 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 81 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-25 -39 -41 -29 -16]
Recon[4:9]:    [-25 -39 -41 -29 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 82 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-50 -46 -56 -64 -68]
Recon[4:9]:    [-50 -46 -56 -64 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 83 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-55 -54 -49 -43 -32]
Recon[4:9]:    [-55 -54 -49 -43 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 84 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-117 -115 -110 -105 -109]
Recon[4:9]:    [-117 -115 -110 -105 -109]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 85 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -9 -13 -12 -10  -9]
Recon[4:9]:    [ -9 -13 -12 -10  -9]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 86 (NLMS Hamilton Beats (5min)):
Original[4:9]: [8 8 4 6 7]
Recon[4:9]:    [8 8 4 6 7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 87 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ 9 10 12 10  9]
Recon[4:9]:    [ 9 10 12 10  9]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 88 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ 7  4  1  0 -1]
Recon[4:9]:    [ 7  4  1  0 -1]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 89 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -58 -60 -61 -61]
Recon[4:9]:    [-57 -58 -60 -61 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 90 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-63 -66 -68 -71 -68]
Recon[4:9]:    [-63 -66 -68 -71 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 91 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-31 -33 -35 -34 -36]
Recon[4:9]:    [-31 -33 -35 -34 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 92 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-31 -30 -33 -37 -39]
Recon[4:9]:    [-31 -30 -33 -37 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 93 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -8  -8 -13 -15 -13]
Recon[4:9]:    [ -8  -8 -13 -15 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 94 (NLMS Hamilton Beats (5min)):
Original[4:9]: [15 14 13 10 14]
Recon[4:9]:    [15 14 13 10 14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 95 (NLMS Hamilton Beats (5min)):
Original[4:9]: [12 11  6  6  1]
Recon[4:9]:    [12 11  6  6  1]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 96 (NLMS Hamilton Beats (5min)):
Original[4:9]: [1 2 1 1 3]
Recon[4:9]:    [1 2 1 1 3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 97 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-68 -73 -72 -71 -71]
Recon[4:9]:    [-68 -73 -72 -71 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 98 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-54 -54 -52 -50 -52]
Recon[4:9]:    [-54 -54 -52 -50 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 99 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ 14  -5 -24 -34 -34]
Recon[4:9]:    [ 14  -5 -24 -34 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 100 (NLMS Hamilton Beats (5min)):
Original[4:9]: [19 19 15 12  9]
Recon[4:9]:    [19 19 15 12  9]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 101 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-23 -25 -22 -23 -24]
Recon[4:9]:    [-23 -25 -22 -23 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 102 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-35 -39 -40 -41 -42]
Recon[4:9]:    [-35 -39 -40 -41 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 103 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-18 -20 -21 -22 -26]
Recon[4:9]:    [-18 -20 -21 -22 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 104 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-6 -7 -6 -3 -2]
Recon[4:9]:    [-6 -7 -6 -3 -2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 105 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-65 -65 -70 -68 -66]
Recon[4:9]:    [-65 -65 -70 -68 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 106 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-66 -68 -65 -64 -66]
Recon[4:9]:    [-66 -68 -65 -64 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 107 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-44 -44 -46 -48 -49]
Recon[4:9]:    [-44 -44 -46 -48 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 108 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ 0  1 -1 -4 -7]
Recon[4:9]:    [ 0  1 -1 -4 -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 109 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-13 -19 -19 -23 -24]
Recon[4:9]:    [-13 -19 -19 -23 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 110 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-24 -23 -25 -28 -30]
Recon[4:9]:    [-24 -23 -25 -28 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 111 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -9  -9 -13 -16 -16]
Recon[4:9]:    [ -9  -9 -13 -16 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 112 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ 1  1 -1 -3 -4]
Recon[4:9]:    [ 1  1 -1 -3 -4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 113 (NLMS Hamilton Beats (5min)):
Original[4:9]: [13 13 10 11  7]
Recon[4:9]:    [13 13 10 11  7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 114 (NLMS Hamilton Beats (5min)):
Original[4:9]: [34 36 40 41 40]
Recon[4:9]:    [34 36 40 41 40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 115 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-36 -35 -34 -38 -39]
Recon[4:9]:    [-36 -35 -34 -38 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 116 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-33 -36 -38 -42 -43]
Recon[4:9]:    [-33 -36 -38 -42 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 117 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-27 -26 -28 -33 -33]
Recon[4:9]:    [-27 -26 -28 -33 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 118 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-11 -15 -20 -18 -15]
Recon[4:9]:    [-11 -15 -20 -18 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 119 (NLMS Hamilton Beats (5min)):
Original[4:9]: [12  6  2  2  0]
Recon[4:9]:    [12  6  2  2  0]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 120 (NLMS Hamilton Beats (5min)):
Original[4:9]: [16 12 10  8  8]
Recon[4:9]:    [16 12 10  8  8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 121 (NLMS Hamilton Beats (5min)):
Original[4:9]: [31 30 31 32 29]
Recon[4:9]:    [31 30 31 32 29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 122 (NLMS Hamilton Beats (5min)):
Original[4:9]: [32 29 27 28 27]
Recon[4:9]:    [32 29 27 28 27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 123 (NLMS Hamilton Beats (5min)):
Original[4:9]: [22 19 21 17 14]
Recon[4:9]:    [22 19 21 17 14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 124 (NLMS Hamilton Beats (5min)):
Original[4:9]: [14 12  9  9  5]
Recon[4:9]:    [14 12  9  9  5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 125 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-67 -64 -64 -65 -68]
Recon[4:9]:    [-67 -64 -64 -65 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 126 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-46 -47 -46 -47 -50]
Recon[4:9]:    [-46 -47 -46 -47 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 127 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-18 -19 -17 -20 -23]
Recon[4:9]:    [-18 -19 -17 -20 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 128 (NLMS Hamilton Beats (5min)):
Original[4:9]: [17 16 15 11  9]
Recon[4:9]:    [17 16 15 11  9]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 129 (NLMS Hamilton Beats (5min)):
Original[4:9]: [21 18 19 14 14]
Recon[4:9]:    [21 18 19 14 14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 130 (NLMS Hamilton Beats (5min)):
Original[4:9]: [17 18 17 17 15]
Recon[4:9]:    [17 18 17 17 15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 131 (NLMS Hamilton Beats (5min)):
Original[4:9]: [13 12 13 12 12]
Recon[4:9]:    [13 12 13 12 12]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 132 (NLMS Hamilton Beats (5min)):
Original[4:9]: [25 17  9  6  5]
Recon[4:9]:    [25 17  9  6  5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 133 (NLMS Hamilton Beats (5min)):
Original[4:9]: [31 29 28 26 23]
Recon[4:9]:    [31 29 28 26 23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 134 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-42 -39 -33 -38 -37]
Recon[4:9]:    [-42 -39 -33 -38 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 135 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-26 -28 -24 -21 -18]
Recon[4:9]:    [-26 -28 -24 -21 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 136 (NLMS Hamilton Beats (5min)):
Original[4:9]: [15  9  4  1  1]
Recon[4:9]:    [15  9  4  1  1]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 137 (NLMS Hamilton Beats (5min)):
Original[4:9]: [13 10  8  5  4]
Recon[4:9]:    [13 10  8  5  4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 138 (NLMS Hamilton Beats (5min)):
Original[4:9]: [23 20 18 19 19]
Recon[4:9]:    [23 20 18 19 19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 139 (NLMS Hamilton Beats (5min)):
Original[4:9]: [28 26 31 35 31]
Recon[4:9]:    [28 26 31 35 31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 140 (NLMS Hamilton Beats (5min)):
Original[4:9]: [40 40 39 36 32]
Recon[4:9]:    [40 40 39 36 32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 141 (NLMS Hamilton Beats (5min)):
Original[4:9]: [27 24 24 29 29]
Recon[4:9]:    [27 24 24 29 29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 142 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-43 -38 -36 -38 -43]
Recon[4:9]:    [-43 -38 -36 -38 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 143 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-24 -25 -27 -28 -34]
Recon[4:9]:    [-24 -25 -27 -28 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 144 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-31 -31 -26 -24 -29]
Recon[4:9]:    [-31 -31 -26 -24 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 145 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-41 -43 -37 -27 -21]
Recon[4:9]:    [-41 -43 -37 -27 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 146 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-25 -23 -21 -21 -28]
Recon[4:9]:    [-25 -23 -21 -21 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 147 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ 20   0  -6 -12 -32]
Recon[4:9]:    [ 20   0  -6 -12 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 148 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -1 -33 -64 -74 -51]
Recon[4:9]:    [ -1 -33 -64 -74 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 149 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-14  -9 -30 -54 -71]
Recon[4:9]:    [-14  -9 -30 -54 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 150 (NLMS Hamilton Beats (5min)):
Original[4:9]: [21 10  9 10  9]
Recon[4:9]:    [21 10  9 10  9]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 151 (NLMS Hamilton Beats (5min)):
Original[4:9]: [28 28 31 31 30]
Recon[4:9]:    [28 28 31 31 30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 152 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-46 -49 -49 -45 -45]
Recon[4:9]:    [-46 -49 -49 -45 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 153 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-41 -46 -46 -48 -53]
Recon[4:9]:    [-41 -46 -46 -48 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 154 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-50 -52 -53 -54 -55]
Recon[4:9]:    [-50 -52 -53 -54 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 155 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-47 -44 -44 -49 -42]
Recon[4:9]:    [-47 -44 -44 -49 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 156 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ 52  83  57   4 -38]
Recon[4:9]:    [ 52  83  57   4 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 157 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -97  -96 -125 -185 -234]
Recon[4:9]:    [ -97  -96 -125 -185 -234]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 158 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-62 -45 -19  -4  -7]
Recon[4:9]:    [-62 -45 -19  -4  -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 159 (NLMS Hamilton Beats (5min)):
Original[4:9]: [27 20 12  7  2]
Recon[4:9]:    [27 20 12  7  2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 160 (NLMS Hamilton Beats (5min)):
Original[4:9]: [9 0 0 7 8]
Recon[4:9]:    [9 0 0 7 8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 161 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-15  -9 -10 -28 -59]
Recon[4:9]:    [-15  -9 -10 -28 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 162 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-84 -77 -65 -62 -71]
Recon[4:9]:    [-84 -77 -65 -62 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 163 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-134 -136 -125 -105  -94]
Recon[4:9]:    [-134 -136 -125 -105  -94]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 164 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-24 -25 -25 -32 -41]
Recon[4:9]:    [-24 -25 -25 -32 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 165 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-105 -115 -112  -99  -89]
Recon[4:9]:    [-105 -115 -112  -99  -89]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 166 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-74 -71 -70 -66 -65]
Recon[4:9]:    [-74 -71 -70 -66 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 167 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -54 -50 -52 -59]
Recon[4:9]:    [-57 -54 -50 -52 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 168 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-31 -35 -42 -52 -60]
Recon[4:9]:    [-31 -35 -42 -52 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 169 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-22 -37 -32 -13   3]
Recon[4:9]:    [-22 -37 -32 -13   3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 170 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ 27 -24 -63 -75 -74]
Recon[4:9]:    [ 27 -24 -63 -75 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 171 (NLMS Hamilton Beats (5min)):
Original[4:9]: [  14   35   17  -39 -120]
Recon[4:9]:    [  14   35   17  -39 -120]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 172 (NLMS Hamilton Beats (5min)):
Original[4:9]: [236 248 196 153 146]
Recon[4:9]:    [236 248 196 153 146]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 173 (NLMS Hamilton Beats (5min)):
Original[4:9]: [28 21 23 22 21]
Recon[4:9]:    [28 21 23 22 21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 174 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-77 -90 -93 -94 -82]
Recon[4:9]:    [-77 -90 -93 -94 -82]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 175 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -73  -84  -95 -101  -89]
Recon[4:9]:    [ -73  -84  -95 -101  -89]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 176 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-158 -160 -164 -164 -160]
Recon[4:9]:    [-158 -160 -164 -164 -160]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 177 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-136 -142 -159 -181 -182]
Recon[4:9]:    [-136 -142 -159 -181 -182]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 178 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-119 -112 -110 -100  -90]
Recon[4:9]:    [-119 -112 -110 -100  -90]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 179 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -70 -112 -161 -169 -121]
Recon[4:9]:    [ -70 -112 -161 -169 -121]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 180 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-108 -135 -147 -115  -47]
Recon[4:9]:    [-108 -135 -147 -115  -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 181 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-22 -33 -45 -42 -28]
Recon[4:9]:    [-22 -33 -45 -42 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 182 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ 13   6 -14 -21  -1]
Recon[4:9]:    [ 13   6 -14 -21  -1]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 183 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-6 -1  1  5  0]
Recon[4:9]:    [-6 -1  1  5  0]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 184 (NLMS Hamilton Beats (5min)):
Original[4:9]: [13 14 15 11  7]
Recon[4:9]:    [13 14 15 11  7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 185 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ 7  0  4 15 22]
Recon[4:9]:    [ 7  0  4 15 22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 186 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -3   0  -6 -23 -35]
Recon[4:9]:    [ -3   0  -6 -23 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 187 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-12   7  19  18  11]
Recon[4:9]:    [-12   7  19  18  11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 188 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -1 -43 -69 -59 -33]
Recon[4:9]:    [ -1 -43 -69 -59 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 189 (NLMS Hamilton Beats (5min)):
Original[4:9]: [  2  -7 -13  -9   8]
Recon[4:9]:    [  2  -7 -13  -9   8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 190 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-34 -32 -35 -45 -52]
Recon[4:9]:    [-34 -32 -35 -45 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 191 (NLMS Hamilton Beats (5min)):
Original[4:9]: [25 23 28 31 31]
Recon[4:9]:    [25 23 28 31 31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 192 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-14 -21 -56 -79 -77]
Recon[4:9]:    [-14 -21 -56 -79 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 193 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-40 -30 -27 -37 -50]
Recon[4:9]:    [-40 -30 -27 -37 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 194 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-53 -43 -42 -46 -54]
Recon[4:9]:    [-53 -43 -42 -46 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 195 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-94 -89 -89 -89 -86]
Recon[4:9]:    [-94 -89 -89 -89 -86]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 196 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -1  12  17   2 -16]
Recon[4:9]:    [ -1  12  17   2 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 197 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-47 -33 -24 -31 -47]
Recon[4:9]:    [-47 -33 -24 -31 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 198 (NLMS Hamilton Beats (5min)):
Original[4:9]: [15  9 10 12  5]
Recon[4:9]:    [15  9 10 12  5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 199 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-7  1  6 12 16]
Recon[4:9]:    [-7  1  6 12 16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 200 (NLMS Hamilton Beats (5min)):
Original[4:9]: [34 35 41 53 61]
Recon[4:9]:    [34 35 41 53 61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 201 (NLMS Hamilton Beats (5min)):
Original[4:9]: [27 53 63 68 68]
Recon[4:9]:    [27 53 63 68 68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 202 (NLMS Hamilton Beats (5min)):
Original[4:9]: [29 31 31 27 18]
Recon[4:9]:    [29 31 31 27 18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 203 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ 2 12 22 24 14]
Recon[4:9]:    [ 2 12 22 24 14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 204 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ 13  13   7  -7 -24]
Recon[4:9]:    [ 13  13   7  -7 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 205 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-11  -7  -8  -6  -6]
Recon[4:9]:    [-11  -7  -8  -6  -6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 206 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-82 -82 -81 -85 -86]
Recon[4:9]:    [-82 -82 -81 -85 -86]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 207 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-87 -84 -81 -79 -78]
Recon[4:9]:    [-87 -84 -81 -79 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 208 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-70 -73 -78 -84 -85]
Recon[4:9]:    [-70 -73 -78 -84 -85]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 209 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-33 -31 -32 -34 -35]
Recon[4:9]:    [-33 -31 -32 -34 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 210 (NLMS Hamilton Beats (5min)):
Original[4:9]: [  6   2  -2  -7 -11]
Recon[4:9]:    [  6   2  -2  -7 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 211 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ 6  0 -3 -6 -4]
Recon[4:9]:    [ 6  0 -3 -6 -4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 212 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ 6  3  2  8 17]
Recon[4:9]:    [ 6  3  2  8 17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 213 (NLMS Hamilton Beats (5min)):
Original[4:9]: [29 32 36 33 29]
Recon[4:9]:    [29 32 36 33 29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 214 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-89 -51  -4  18  16]
Recon[4:9]:    [-89 -51  -4  18  16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 215 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -18  -28  -49  -75 -109]
Recon[4:9]:    [ -18  -28  -49  -75 -109]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 216 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ 90  96 102 101  93]
Recon[4:9]:    [ 90  96 102 101  93]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 217 (NLMS Hamilton Beats (5min)):
Original[4:9]: [57 52 49 47 45]
Recon[4:9]:    [57 52 49 47 45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 218 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-65 -69 -74 -76 -75]
Recon[4:9]:    [-65 -69 -74 -76 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 219 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -94  -98 -103 -111 -115]
Recon[4:9]:    [ -94  -98 -103 -111 -115]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 220 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-91 -93 -98 -99 -96]
Recon[4:9]:    [-91 -93 -98 -99 -96]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 221 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-74 -76 -75 -78 -76]
Recon[4:9]:    [-74 -76 -75 -78 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 222 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-26 -26 -29 -33 -34]
Recon[4:9]:    [-26 -26 -29 -33 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 223 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-14 -12 -11 -11 -14]
Recon[4:9]:    [-14 -12 -11 -11 -14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 224 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-17 -20 -20 -17 -10]
Recon[4:9]:    [-17 -20 -20 -17 -10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 225 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-13 -19 -26 -30 -29]
Recon[4:9]:    [-13 -19 -26 -30 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 226 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-1 -1 -1 -4 -6]
Recon[4:9]:    [-1 -1 -1 -4 -6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 227 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-24 -23 -23 -23 -24]
Recon[4:9]:    [-24 -23 -23 -23 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 228 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -8 -12 -14 -10  -4]
Recon[4:9]:    [ -8 -12 -14 -10  -4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 229 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-72 -75 -77 -79 -76]
Recon[4:9]:    [-72 -75 -77 -79 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 230 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-31 -34 -44 -57 -65]
Recon[4:9]:    [-31 -34 -44 -57 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 231 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-24 -33 -44 -53 -53]
Recon[4:9]:    [-24 -33 -44 -53 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 232 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-24 -25 -27 -28 -33]
Recon[4:9]:    [-24 -25 -27 -28 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 233 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-25 -24 -17 -14 -19]
Recon[4:9]:    [-25 -24 -17 -14 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 234 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-2 -5 -8 -8 -6]
Recon[4:9]:    [-2 -5 -8 -8 -6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 235 (NLMS Hamilton Beats (5min)):
Original[4:9]: [26 20 11  5  3]
Recon[4:9]:    [26 20 11  5  3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 236 (NLMS Hamilton Beats (5min)):
Original[4:9]: [46 43 38 40 41]
Recon[4:9]:    [46 43 38 40 41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 237 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-29 -30 -33 -39 -44]
Recon[4:9]:    [-29 -30 -33 -39 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 238 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-43 -40 -35 -37 -39]
Recon[4:9]:    [-43 -40 -35 -37 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 239 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-16 -20 -28 -28 -24]
Recon[4:9]:    [-16 -20 -28 -28 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 240 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-12 -14 -11   4  13]
Recon[4:9]:    [-12 -14 -11   4  13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 241 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-32 -31 -27 -23 -25]
Recon[4:9]:    [-32 -31 -27 -23 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 242 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ 6  8  3 -2 -7]
Recon[4:9]:    [ 6  8  3 -2 -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 243 (NLMS Hamilton Beats (5min)):
Original[4:9]: [18 11  5  2  2]
Recon[4:9]:    [18 11  5  2  2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 244 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-6 -4 -2  0 -2]
Recon[4:9]:    [-6 -4 -2  0 -2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 245 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-2  0  2  1  2]
Recon[4:9]:    [-2  0  2  1  2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 246 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -58 -60 -64 -66]
Recon[4:9]:    [-57 -58 -60 -64 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 247 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-50 -50 -58 -64 -59]
Recon[4:9]:    [-50 -50 -58 -64 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 248 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-66 -62 -62 -63 -66]
Recon[4:9]:    [-66 -62 -62 -63 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 249 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-63 -61 -64 -64 -70]
Recon[4:9]:    [-63 -61 -64 -64 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 250 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-69 -61 -57 -58 -62]
Recon[4:9]:    [-69 -61 -57 -58 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 251 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-55 -56 -50 -45 -43]
Recon[4:9]:    [-55 -56 -50 -45 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 252 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-62 -66 -71 -66 -59]
Recon[4:9]:    [-62 -66 -71 -66 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 253 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-55 -56 -56 -49 -49]
Recon[4:9]:    [-55 -56 -56 -49 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 254 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-67 -64 -60 -57 -60]
Recon[4:9]:    [-67 -64 -60 -57 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 255 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -61 -60 -58 -54]
Recon[4:9]:    [-57 -61 -60 -58 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 256 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-33 -40 -42 -44 -41]
Recon[4:9]:    [-33 -40 -42 -44 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 257 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-11 -11 -12  -7  -6]
Recon[4:9]:    [-11 -11 -12  -7  -6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 258 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-17 -21 -22 -19 -19]
Recon[4:9]:    [-17 -21 -22 -19 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 259 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-28 -33 -29 -25 -24]
Recon[4:9]:    [-28 -33 -29 -25 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 260 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-36 -35 -34 -35 -38]
Recon[4:9]:    [-36 -35 -34 -35 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 261 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-21 -16 -25 -30 -30]
Recon[4:9]:    [-21 -16 -25 -30 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 262 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-47 -47 -42 -37 -39]
Recon[4:9]:    [-47 -47 -42 -37 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 263 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-38 -30 -25 -23 -22]
Recon[4:9]:    [-38 -30 -25 -23 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 264 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-66 -71 -70 -70 -69]
Recon[4:9]:    [-66 -71 -70 -70 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 265 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-27 -64 -80 -49   5]
Recon[4:9]:    [-27 -64 -80 -49   5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 266 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-21 -30 -30 -28 -19]
Recon[4:9]:    [-21 -30 -30 -28 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 267 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -2  -7 -15 -18 -16]
Recon[4:9]:    [ -2  -7 -15 -18 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 268 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -4 -10 -10  -9  -6]
Recon[4:9]:    [ -4 -10 -10  -9  -6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 269 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-27 -30 -29 -26 -25]
Recon[4:9]:    [-27 -30 -29 -26 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 270 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-35 -30 -31 -32 -40]
Recon[4:9]:    [-35 -30 -31 -32 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 271 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-32 -37 -40 -38 -28]
Recon[4:9]:    [-32 -37 -40 -38 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 272 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-46 -43 -39 -37 -34]
Recon[4:9]:    [-46 -43 -39 -37 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 273 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-46 -38 -34 -32 -34]
Recon[4:9]:    [-46 -38 -34 -32 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 274 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-45 -38 -34 -37 -37]
Recon[4:9]:    [-45 -38 -34 -37 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 275 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-30 -30 -29 -27 -28]
Recon[4:9]:    [-30 -30 -29 -27 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 276 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-12 -14 -23 -30 -33]
Recon[4:9]:    [-12 -14 -23 -30 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 277 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-37 -50 -52 -44 -35]
Recon[4:9]:    [-37 -50 -52 -44 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 278 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-46 -49 -52 -46 -38]
Recon[4:9]:    [-46 -49 -52 -46 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 279 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-46 -48 -44 -40 -45]
Recon[4:9]:    [-46 -48 -44 -40 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 280 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-45 -43 -44 -46 -43]
Recon[4:9]:    [-45 -43 -44 -46 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 281 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-39 -37 -39 -38 -37]
Recon[4:9]:    [-39 -37 -39 -38 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 282 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-29 -30 -29 -26 -26]
Recon[4:9]:    [-29 -30 -29 -26 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 283 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-30 -30 -32 -32 -31]
Recon[4:9]:    [-30 -30 -32 -32 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 284 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-31 -29 -32 -35 -36]
Recon[4:9]:    [-31 -29 -32 -35 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 285 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-43 -47 -44 -42 -42]
Recon[4:9]:    [-43 -47 -44 -42 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 286 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -55 -56 -58 -56]
Recon[4:9]:    [-56 -55 -56 -58 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 287 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-60 -60 -59 -58 -59]
Recon[4:9]:    [-60 -60 -59 -58 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 288 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-47 -51 -49 -48 -47]
Recon[4:9]:    [-47 -51 -49 -48 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 289 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-43 -45 -45 -47 -50]
Recon[4:9]:    [-43 -45 -45 -47 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 290 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-21 -17 -16 -13 -14]
Recon[4:9]:    [-21 -17 -16 -13 -14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 291 (NLMS Hamilton Beats (5min)):
Original[4:9]: [17 15 13 10 10]
Recon[4:9]:    [17 15 13 10 10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 292 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -5 -11  -8  -8  -8]
Recon[4:9]:    [ -5 -11  -8  -8  -8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 293 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -6  -8  -8 -13 -13]
Recon[4:9]:    [ -6  -8  -8 -13 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 294 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -9  -8 -13 -15 -20]
Recon[4:9]:    [ -9  -8 -13 -15 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 295 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-10 -12 -11 -11 -15]
Recon[4:9]:    [-10 -12 -11 -11 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 296 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-14 -16 -12 -13 -16]
Recon[4:9]:    [-14 -16 -12 -13 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 297 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -2  -3  -4  -8 -10]
Recon[4:9]:    [ -2  -3  -4  -8 -10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 298 (NLMS Hamilton Beats (5min)):
Original[4:9]: [  1  -4  -7 -10 -10]
Recon[4:9]:    [  1  -4  -7 -10 -10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 299 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -5  -5  -8 -13 -18]
Recon[4:9]:    [ -5  -5  -8 -13 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 300 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-12 -16 -20 -21 -22]
Recon[4:9]:    [-12 -16 -20 -21 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 301 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-12 -20 -27 -34 -36]
Recon[4:9]:    [-12 -20 -27 -34 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 302 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-24 -26 -28 -29 -28]
Recon[4:9]:    [-24 -26 -28 -29 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 303 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-43 -41 -41 -45 -50]
Recon[4:9]:    [-43 -41 -41 -45 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 304 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-39 -42 -45 -50 -47]
Recon[4:9]:    [-39 -42 -45 -50 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 305 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-35 -36 -38 -41 -47]
Recon[4:9]:    [-35 -36 -38 -41 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 306 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-14 -18 -21 -22 -21]
Recon[4:9]:    [-14 -18 -21 -22 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 307 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-29 -32 -29 -25 -26]
Recon[4:9]:    [-29 -32 -29 -25 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 308 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-37 -40 -44 -43 -43]
Recon[4:9]:    [-37 -40 -44 -43 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 309 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-27 -27 -29 -31 -31]
Recon[4:9]:    [-27 -27 -29 -31 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 310 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-42 -41 -37 -36 -37]
Recon[4:9]:    [-42 -41 -37 -36 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 311 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-48 -47 -44 -43 -42]
Recon[4:9]:    [-48 -47 -44 -43 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 312 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-46 -47 -52 -53 -54]
Recon[4:9]:    [-46 -47 -52 -53 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 313 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-53 -54 -58 -63 -62]
Recon[4:9]:    [-53 -54 -58 -63 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 314 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-45 -43 -41 -40 -43]
Recon[4:9]:    [-45 -43 -41 -40 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 315 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-40 -41 -40 -44 -42]
Recon[4:9]:    [-40 -41 -40 -44 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 316 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-48 -46 -44 -42 -43]
Recon[4:9]:    [-48 -46 -44 -42 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 317 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-58 -55 -49 -49 -50]
Recon[4:9]:    [-58 -55 -49 -49 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 318 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-52 -52 -55 -55 -56]
Recon[4:9]:    [-52 -52 -55 -55 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 319 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-60 -58 -66 -77 -80]
Recon[4:9]:    [-60 -58 -66 -77 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 320 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -69 -83 -94 -91]
Recon[4:9]:    [-59 -69 -83 -94 -91]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 321 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-52 -63 -68 -69 -74]
Recon[4:9]:    [-52 -63 -68 -69 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 322 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-45 -32 -35 -45 -62]
Recon[4:9]:    [-45 -32 -35 -45 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 323 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-70 -64 -58 -52 -51]
Recon[4:9]:    [-70 -64 -58 -52 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 324 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-16 -14 -22 -33 -39]
Recon[4:9]:    [-16 -14 -22 -33 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 325 (NLMS Hamilton Beats (5min)):
Original[4:9]: [145  66   4  -9   2]
Recon[4:9]:    [145  66   4  -9   2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 326 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-43 -39 -33 -27 -29]
Recon[4:9]:    [-43 -39 -33 -27 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 327 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-52 -48 -51 -64 -67]
Recon[4:9]:    [-52 -48 -51 -64 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 328 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-61 -70 -74 -82 -95]
Recon[4:9]:    [-61 -70 -74 -82 -95]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 329 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-24 -46 -51 -42 -39]
Recon[4:9]:    [-24 -46 -51 -42 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 330 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-25 -21 -19 -20 -31]
Recon[4:9]:    [-25 -21 -19 -20 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 331 (NLMS Hamilton Beats (5min)):
Original[4:9]: [18 10  2 -1  0]
Recon[4:9]:    [18 10  2 -1  0]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 332 (NLMS Hamilton Beats (5min)):
Original[4:9]: [75 83 84 74 63]
Recon[4:9]:    [75 83 84 74 63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 333 (NLMS Hamilton Beats (5min)):
Original[4:9]: [80 64 58 53 44]
Recon[4:9]:    [80 64 58 53 44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 334 (NLMS Hamilton Beats (5min)):
Original[4:9]: [68 56 51 43 36]
Recon[4:9]:    [68 56 51 43 36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 335 (NLMS Hamilton Beats (5min)):
Original[4:9]: [29 24 22 23 23]
Recon[4:9]:    [29 24 22 23 23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 336 (NLMS Hamilton Beats (5min)):
Original[4:9]: [58 49 46 42 39]
Recon[4:9]:    [58 49 46 42 39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 337 (NLMS Hamilton Beats (5min)):
Original[4:9]: [71 64 66 65 62]
Recon[4:9]:    [71 64 66 65 62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 338 (NLMS Hamilton Beats (5min)):
Original[4:9]: [44 39 39 40 39]
Recon[4:9]:    [44 39 39 40 39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 339 (NLMS Hamilton Beats (5min)):
Original[4:9]: [28 25 24 27 27]
Recon[4:9]:    [28 25 24 27 27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 340 (NLMS Hamilton Beats (5min)):
Original[4:9]: [29 29 27 24 21]
Recon[4:9]:    [29 29 27 24 21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 341 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ 7  7  3  0 -3]
Recon[4:9]:    [ 7  7  3  0 -3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 342 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-15 -19 -28 -39 -47]
Recon[4:9]:    [-15 -19 -28 -39 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 343 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-128  -34   33   36   -7]
Recon[4:9]:    [-128  -34   33   36   -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 344 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -77  -81  -96 -106 -106]
Recon[4:9]:    [ -77  -81  -96 -106 -106]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 345 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-7  1  8  2 -7]
Recon[4:9]:    [-7  1  8  2 -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 346 (NLMS Hamilton Beats (5min)):
Original[4:9]: [28 30 30 30 23]
Recon[4:9]:    [28 30 30 30 23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 347 (NLMS Hamilton Beats (5min)):
Original[4:9]: [38 38 38 38 43]
Recon[4:9]:    [38 38 38 38 43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 348 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-34 -38 -36 -36 -36]
Recon[4:9]:    [-34 -38 -36 -36 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 349 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-17 -14 -15 -21 -26]
Recon[4:9]:    [-17 -14 -15 -21 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 350 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-11 -11 -12 -18 -21]
Recon[4:9]:    [-11 -11 -12 -18 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 351 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-26 -24 -23 -28 -30]
Recon[4:9]:    [-26 -24 -23 -28 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 352 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-49 -46 -40 -44 -48]
Recon[4:9]:    [-49 -46 -40 -44 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 353 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-29 -23 -26 -32 -35]
Recon[4:9]:    [-29 -23 -26 -32 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 354 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-17 -18 -21 -21 -26]
Recon[4:9]:    [-17 -18 -21 -21 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 355 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-23 -23 -20 -16 -16]
Recon[4:9]:    [-23 -23 -20 -16 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 356 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-15 -15 -14 -14 -14]
Recon[4:9]:    [-15 -15 -14 -14 -14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 357 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-27 -27 -27 -32 -36]
Recon[4:9]:    [-27 -27 -27 -32 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 358 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-31 -26 -24 -26 -28]
Recon[4:9]:    [-31 -26 -24 -26 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 359 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -3  -5 -11 -13 -13]
Recon[4:9]:    [ -3  -5 -11 -13 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 360 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-11 -10 -10 -13 -21]
Recon[4:9]:    [-11 -10 -10 -13 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 361 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-25 -29 -29 -26 -18]
Recon[4:9]:    [-25 -29 -29 -26 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 362 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -8 -12 -21 -23 -21]
Recon[4:9]:    [ -8 -12 -21 -23 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 363 (NLMS Hamilton Beats (5min)):
Original[4:9]: [  2   7   9   1 -16]
Recon[4:9]:    [  2   7   9   1 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 364 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -2 -11 -21 -28 -33]
Recon[4:9]:    [ -2 -11 -21 -28 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 365 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-29 -33 -29 -21 -23]
Recon[4:9]:    [-29 -33 -29 -21 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 366 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-16 -18 -18 -22 -26]
Recon[4:9]:    [-16 -18 -18 -22 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 367 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-22 -24 -12  -1   5]
Recon[4:9]:    [-22 -24 -12  -1   5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 368 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-11  -5  -4  -5  -6]
Recon[4:9]:    [-11  -5  -4  -5  -6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 369 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-27 -31 -30 -27 -28]
Recon[4:9]:    [-27 -31 -30 -27 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 370 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-53 -54 -51 -47 -42]
Recon[4:9]:    [-53 -54 -51 -47 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 371 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-84 -78 -75 -73 -75]
Recon[4:9]:    [-84 -78 -75 -73 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 372 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-90 -78 -77 -82 -90]
Recon[4:9]:    [-90 -78 -77 -82 -90]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 373 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-86 -86 -82 -76 -73]
Recon[4:9]:    [-86 -86 -82 -76 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 374 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-63 -63 -67 -72 -76]
Recon[4:9]:    [-63 -63 -67 -72 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- NLMS Hamilton Beats (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added NLMS results for Hamilton Beats: CR Rice=1.589, CR Huff=1.657, mean L2=30.45618
Best params for GASS Hamilton Beats (10s): {'order': 4, 'mu': 1e-07, 'rho': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (GASS Hamilton Beats (5min)):
Original[4:9]: [-30 -30 -30 -30 -29]
Recon[4:9]:    [-30 -30 -30 -30 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (GASS Hamilton Beats (5min)):
Original[4:9]: [ 1  0 -3 -6 -7]
Recon[4:9]:    [ 1  0 -3 -6 -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (GASS Hamilton Beats (5min)):
Original[4:9]: [  1  -1  -4  -6 -11]
Recon[4:9]:    [  1  -1  -4  -6 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (GASS Hamilton Beats (5min)):
Original[4:9]: [17 15 12  7  3]
Recon[4:9]:    [17 15 12  7  3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (GASS Hamilton Beats (5min)):
Original[4:9]: [ -2  -4  -5 -10 -11]
Recon[4:9]:    [ -2  -4  -5 -10 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (GASS Hamilton Beats (5min)):
Original[4:9]: [-54 -53 -52 -52 -55]
Recon[4:9]:    [-54 -53 -52 -52 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (GASS Hamilton Beats (5min)):
Original[4:9]: [ -5  -9  -8  -8 -10]
Recon[4:9]:    [ -5  -9  -8  -8 -10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (GASS Hamilton Beats (5min)):
Original[4:9]: [-2 -5 -5 -3 -4]
Recon[4:9]:    [-2 -5 -5 -3 -4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (GASS Hamilton Beats (5min)):
Original[4:9]: [-3 -4 -5 -3 -7]
Recon[4:9]:    [-3 -4 -5 -3 -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (GASS Hamilton Beats (5min)):
Original[4:9]: [-10  -9  -9 -11 -13]
Recon[4:9]:    [-10  -9  -9 -11 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (GASS Hamilton Beats (5min)):
Original[4:9]: [ 0 -1 -3  1  0]
Recon[4:9]:    [ 0 -1 -3  1  0]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (GASS Hamilton Beats (5min)):
Original[4:9]: [ -4  -5  -6 -11 -15]
Recon[4:9]:    [ -4  -5  -6 -11 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (GASS Hamilton Beats (5min)):
Original[4:9]: [-46 -45 -48 -50 -49]
Recon[4:9]:    [-46 -45 -48 -50 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (GASS Hamilton Beats (5min)):
Original[4:9]: [ -6  -7 -10 -11 -13]
Recon[4:9]:    [ -6  -7 -10 -11 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (GASS Hamilton Beats (5min)):
Original[4:9]: [ 7  5  1 -1 -3]
Recon[4:9]:    [ 7  5  1 -1 -3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (GASS Hamilton Beats (5min)):
Original[4:9]: [ 4  0  1 -3 -2]
Recon[4:9]:    [ 4  0  1 -3 -2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (GASS Hamilton Beats (5min)):
Original[4:9]: [19 17 14 13 13]
Recon[4:9]:    [19 17 14 13 13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (GASS Hamilton Beats (5min)):
Original[4:9]: [43 37 33 32 32]
Recon[4:9]:    [43 37 33 32 32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (GASS Hamilton Beats (5min)):
Original[4:9]: [22 20 18 17 19]
Recon[4:9]:    [22 20 18 17 19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (GASS Hamilton Beats (5min)):
Original[4:9]: [-48 -46 -47 -49 -53]
Recon[4:9]:    [-48 -46 -47 -49 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (GASS Hamilton Beats (5min)):
Original[4:9]: [-41 -40 -40 -40 -40]
Recon[4:9]:    [-41 -40 -40 -40 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (GASS Hamilton Beats (5min)):
Original[4:9]: [13  9 10 11 13]
Recon[4:9]:    [13  9 10 11 13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (GASS Hamilton Beats (5min)):
Original[4:9]: [-2 -2  0  3  0]
Recon[4:9]:    [-2 -2  0  3  0]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (GASS Hamilton Beats (5min)):
Original[4:9]: [ -7  -6  -6  -8 -11]
Recon[4:9]:    [ -7  -6  -6  -8 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (GASS Hamilton Beats (5min)):
Original[4:9]: [-22 -21 -22 -24 -24]
Recon[4:9]:    [-22 -21 -22 -24 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (GASS Hamilton Beats (5min)):
Original[4:9]: [-29 -33 -35 -35 -36]
Recon[4:9]:    [-29 -33 -35 -35 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (GASS Hamilton Beats (5min)):
Original[4:9]: [-102 -103 -103 -103 -104]
Recon[4:9]:    [-102 -103 -103 -103 -104]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (GASS Hamilton Beats (5min)):
Original[4:9]: [-82 -82 -79 -79 -78]
Recon[4:9]:    [-82 -82 -79 -79 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (GASS Hamilton Beats (5min)):
Original[4:9]: [ -97 -101  -84  -61  -43]
Recon[4:9]:    [ -97 -101  -84  -61  -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (GASS Hamilton Beats (5min)):
Original[4:9]: [39 39 36 34 34]
Recon[4:9]:    [39 39 36 34 34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (GASS Hamilton Beats (5min)):
Original[4:9]: [102 101  98  94  95]
Recon[4:9]:    [102 101  98  94  95]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (GASS Hamilton Beats (5min)):
Original[4:9]: [80 78 75 71 69]
Recon[4:9]:    [80 78 75 71 69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (GASS Hamilton Beats (5min)):
Original[4:9]: [20 19 16 17 18]
Recon[4:9]:    [20 19 16 17 18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (GASS Hamilton Beats (5min)):
Original[4:9]: [-50 -51 -52 -53 -52]
Recon[4:9]:    [-50 -51 -52 -53 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (GASS Hamilton Beats (5min)):
Original[4:9]: [-19 -21 -24 -27 -27]
Recon[4:9]:    [-19 -21 -24 -27 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (GASS Hamilton Beats (5min)):
Original[4:9]: [-21 -21 -20 -20 -26]
Recon[4:9]:    [-21 -21 -20 -20 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (GASS Hamilton Beats (5min)):
Original[4:9]: [-3 -2 -5 -7 -9]
Recon[4:9]:    [-3 -2 -5 -7 -9]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (GASS Hamilton Beats (5min)):
Original[4:9]: [-19 -21 -24 -25 -25]
Recon[4:9]:    [-19 -21 -24 -25 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (GASS Hamilton Beats (5min)):
Original[4:9]: [-24 -23 -23 -27 -30]
Recon[4:9]:    [-24 -23 -23 -27 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (GASS Hamilton Beats (5min)):
Original[4:9]: [-77 -77 -74 -74 -76]
Recon[4:9]:    [-77 -77 -74 -74 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (GASS Hamilton Beats (5min)):
Original[4:9]: [-57 -56 -57 -59 -59]
Recon[4:9]:    [-57 -56 -57 -59 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (GASS Hamilton Beats (5min)):
Original[4:9]: [-27 -27 -27 -28 -31]
Recon[4:9]:    [-27 -27 -27 -28 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (GASS Hamilton Beats (5min)):
Original[4:9]: [-20 -19 -22 -22 -21]
Recon[4:9]:    [-20 -19 -22 -22 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (GASS Hamilton Beats (5min)):
Original[4:9]: [18 17 18 16 16]
Recon[4:9]:    [18 17 18 16 16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (GASS Hamilton Beats (5min)):
Original[4:9]: [13 14 18 17 14]
Recon[4:9]:    [13 14 18 17 14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (GASS Hamilton Beats (5min)):
Original[4:9]: [11  8  8  7  7]
Recon[4:9]:    [11  8  8  7  7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (GASS Hamilton Beats (5min)):
Original[4:9]: [14 11  5  5  5]
Recon[4:9]:    [14 11  5  5  5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (GASS Hamilton Beats (5min)):
Original[4:9]: [-21 -18 -15 -16 -16]
Recon[4:9]:    [-21 -18 -15 -16 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (GASS Hamilton Beats (5min)):
Original[4:9]: [-15 -11 -12 -15 -22]
Recon[4:9]:    [-15 -11 -12 -15 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (GASS Hamilton Beats (5min)):
Original[4:9]: [-12 -14 -15 -16 -16]
Recon[4:9]:    [-12 -14 -15 -16 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (GASS Hamilton Beats (5min)):
Original[4:9]: [17 14 14 12 14]
Recon[4:9]:    [17 14 14 12 14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (GASS Hamilton Beats (5min)):
Original[4:9]: [23 20 21 19 16]
Recon[4:9]:    [23 20 21 19 16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (GASS Hamilton Beats (5min)):
Original[4:9]: [ 2  1 -2 -4 -8]
Recon[4:9]:    [ 2  1 -2 -4 -8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 53 (GASS Hamilton Beats (5min)):
Original[4:9]: [ -3  -4 -11 -12 -16]
Recon[4:9]:    [ -3  -4 -11 -12 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 54 (GASS Hamilton Beats (5min)):
Original[4:9]: [-72 -71 -66 -69 -68]
Recon[4:9]:    [-72 -71 -66 -69 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 55 (GASS Hamilton Beats (5min)):
Original[4:9]: [-42 -45 -42 -42 -45]
Recon[4:9]:    [-42 -45 -42 -42 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 56 (GASS Hamilton Beats (5min)):
Original[4:9]: [8 5 5 8 7]
Recon[4:9]:    [8 5 5 8 7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 57 (GASS Hamilton Beats (5min)):
Original[4:9]: [-6 -9 -8 -9 -9]
Recon[4:9]:    [-6 -9 -8 -9 -9]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 58 (GASS Hamilton Beats (5min)):
Original[4:9]: [10 14 13 12  9]
Recon[4:9]:    [10 14 13 12  9]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 59 (GASS Hamilton Beats (5min)):
Original[4:9]: [29 25 23 22 23]
Recon[4:9]:    [29 25 23 22 23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 60 (GASS Hamilton Beats (5min)):
Original[4:9]: [37 41 37 38 33]
Recon[4:9]:    [37 41 37 38 33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 61 (GASS Hamilton Beats (5min)):
Original[4:9]: [12 11 10  7  5]
Recon[4:9]:    [12 11 10  7  5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 62 (GASS Hamilton Beats (5min)):
Original[4:9]: [-26 -25 -26 -27 -28]
Recon[4:9]:    [-26 -25 -26 -27 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 63 (GASS Hamilton Beats (5min)):
Original[4:9]: [17 18 15 17 13]
Recon[4:9]:    [17 18 15 17 13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 64 (GASS Hamilton Beats (5min)):
Original[4:9]: [ 6 11 11  8  5]
Recon[4:9]:    [ 6 11 11  8  5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 65 (GASS Hamilton Beats (5min)):
Original[4:9]: [ 1 -3 -4 -6 -6]
Recon[4:9]:    [ 1 -3 -4 -6 -6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 66 (GASS Hamilton Beats (5min)):
Original[4:9]: [-13 -15 -20 -22 -19]
Recon[4:9]:    [-13 -15 -20 -22 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 67 (GASS Hamilton Beats (5min)):
Original[4:9]: [ -8 -12 -16 -16 -15]
Recon[4:9]:    [ -8 -12 -16 -16 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 68 (GASS Hamilton Beats (5min)):
Original[4:9]: [-15 -16 -19 -15 -14]
Recon[4:9]:    [-15 -16 -19 -15 -14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 69 (GASS Hamilton Beats (5min)):
Original[4:9]: [-69 -70 -74 -74 -76]
Recon[4:9]:    [-69 -70 -74 -74 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 70 (GASS Hamilton Beats (5min)):
Original[4:9]: [-53 -56 -59 -58 -56]
Recon[4:9]:    [-53 -56 -59 -58 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 71 (GASS Hamilton Beats (5min)):
Original[4:9]: [-52 -52 -56 -58 -58]
Recon[4:9]:    [-52 -52 -56 -58 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 72 (GASS Hamilton Beats (5min)):
Original[4:9]: [-31 -33 -35 -33 -34]
Recon[4:9]:    [-31 -33 -35 -33 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 73 (GASS Hamilton Beats (5min)):
Original[4:9]: [-35 -38 -39 -39 -40]
Recon[4:9]:    [-35 -38 -39 -39 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 74 (GASS Hamilton Beats (5min)):
Original[4:9]: [-15 -16 -20 -27 -29]
Recon[4:9]:    [-15 -16 -20 -27 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 75 (GASS Hamilton Beats (5min)):
Original[4:9]: [-13 -12 -12 -17 -22]
Recon[4:9]:    [-13 -12 -12 -17 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 76 (GASS Hamilton Beats (5min)):
Original[4:9]: [ 27  -2 -45 -67 -50]
Recon[4:9]:    [ 27  -2 -45 -67 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 77 (GASS Hamilton Beats (5min)):
Original[4:9]: [-87 -93 -79 -17  35]
Recon[4:9]:    [-87 -93 -79 -17  35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 78 (GASS Hamilton Beats (5min)):
Original[4:9]: [-26   1 -13 -58 -89]
Recon[4:9]:    [-26   1 -13 -58 -89]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 79 (GASS Hamilton Beats (5min)):
Original[4:9]: [-49 -19   0 -11 -38]
Recon[4:9]:    [-49 -19   0 -11 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 80 (GASS Hamilton Beats (5min)):
Original[4:9]: [-37 -43 -57 -71 -69]
Recon[4:9]:    [-37 -43 -57 -71 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 81 (GASS Hamilton Beats (5min)):
Original[4:9]: [-25 -39 -41 -29 -16]
Recon[4:9]:    [-25 -39 -41 -29 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 82 (GASS Hamilton Beats (5min)):
Original[4:9]: [-50 -46 -56 -64 -68]
Recon[4:9]:    [-50 -46 -56 -64 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 83 (GASS Hamilton Beats (5min)):
Original[4:9]: [-55 -54 -49 -43 -32]
Recon[4:9]:    [-55 -54 -49 -43 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 84 (GASS Hamilton Beats (5min)):
Original[4:9]: [-117 -115 -110 -105 -109]
Recon[4:9]:    [-117 -115 -110 -105 -109]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 85 (GASS Hamilton Beats (5min)):
Original[4:9]: [ -9 -13 -12 -10  -9]
Recon[4:9]:    [ -9 -13 -12 -10  -9]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 86 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [8 8 4 6 7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 87 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [ 9 10 12 10  9]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 88 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [ 7  4  1  0 -1]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 89 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-57 -58 -60 -61 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 90 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-63 -66 -68 -71 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 91 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-31 -33 -35 -34 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 92 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-31 -30 -33 -37 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 93 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [ -8  -8 -13 -15 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 94 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [15 14 13 10 14]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 95 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [12 11  6  6  1]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 96 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [1 2 1 1 3]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 97 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-68 -73 -72 -71 -71]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 98 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-54 -54 -52 -50 -52]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 99 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 100 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [19 19 15 12  9]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 101 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-23 -25 -22 -23 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 102 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-35 -39 -40 -41 -42]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 103 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-18 -20 -21 -22 -26]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 104 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-6 -7 -6 -3 -2]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 105 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-65 -65 -70 -68 -66]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 106 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-66 -68 -65 -64 -66]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 107 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-44 -44 -46 -48 -49]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 108 (GASS Hamilton Beats (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 109 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-13 -19 -19 -23 -24]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 110 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-24 -23 -25 -28 -30]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 111 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 112 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [ 1  1 -1 -3 -4]
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L2 calculation: 0.0

DEBUG Segment 113 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [13 13 10 11  7]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 114 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [34 36 40 41 40]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 115 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-36 -35 -34 -38 -39]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 116 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-33 -36 -38 -42 -43]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 117 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-27 -26 -28 -33 -33]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 118 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-11 -15 -20 -18 -15]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 119 (GASS Hamilton Beats (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 120 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [16 12 10  8  8]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 121 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [31 30 31 32 29]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 122 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [32 29 27 28 27]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 123 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [22 19 21 17 14]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 124 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [14 12  9  9  5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 125 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-67 -64 -64 -65 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 126 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-46 -47 -46 -47 -50]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 127 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-18 -19 -17 -20 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 128 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [17 16 15 11  9]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 129 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [21 18 19 14 14]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 130 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [17 18 17 17 15]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 131 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [13 12 13 12 12]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 132 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [25 17  9  6  5]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 133 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [31 29 28 26 23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 134 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-42 -39 -33 -38 -37]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 135 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-26 -28 -24 -21 -18]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 136 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 137 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [13 10  8  5  4]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 138 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [23 20 18 19 19]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 139 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [28 26 31 35 31]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 140 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [40 40 39 36 32]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 141 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [27 24 24 29 29]
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L2 calculation: 0.0

DEBUG Segment 142 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-43 -38 -36 -38 -43]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 143 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-24 -25 -27 -28 -34]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 144 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-31 -31 -26 -24 -29]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 145 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-41 -43 -37 -27 -21]
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L2 calculation: 0.0

DEBUG Segment 146 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-25 -23 -21 -21 -28]
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L2 calculation: 0.0

DEBUG Segment 147 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [ 20   0  -6 -12 -32]
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L2 calculation: 0.0

DEBUG Segment 148 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 149 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-14  -9 -30 -54 -71]
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L2 calculation: 0.0

DEBUG Segment 150 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [21 10  9 10  9]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 151 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [28 28 31 31 30]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 152 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-46 -49 -49 -45 -45]
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L2 calculation: 0.0

DEBUG Segment 153 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-41 -46 -46 -48 -53]
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L2 calculation: 0.0

DEBUG Segment 154 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-50 -52 -53 -54 -55]
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L2 calculation: 0.0

DEBUG Segment 155 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-47 -44 -44 -49 -42]
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L2 calculation: 0.0

DEBUG Segment 156 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [ 52  83  57   4 -38]
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L2 calculation: 0.0

DEBUG Segment 157 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [ -97  -96 -125 -185 -234]
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DEBUG Segment 158 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 159 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [27 20 12  7  2]
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L2 calculation: 0.0

DEBUG Segment 160 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 161 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-15  -9 -10 -28 -59]
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L2 calculation: 0.0

DEBUG Segment 162 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-84 -77 -65 -62 -71]
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L2 calculation: 0.0

DEBUG Segment 163 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-134 -136 -125 -105  -94]
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DEBUG Segment 164 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-24 -25 -25 -32 -41]
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DEBUG Segment 165 (GASS Hamilton Beats (5min)):
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DEBUG Segment 166 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-74 -71 -70 -66 -65]
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DEBUG Segment 167 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-57 -54 -50 -52 -59]
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DEBUG Segment 168 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-31 -35 -42 -52 -60]
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DEBUG Segment 169 (GASS Hamilton Beats (5min)):
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DEBUG Segment 170 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [ 27 -24 -63 -75 -74]
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DEBUG Segment 171 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [  14   35   17  -39 -120]
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DEBUG Segment 172 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [236 248 196 153 146]
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DEBUG Segment 173 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [28 21 23 22 21]
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DEBUG Segment 174 (GASS Hamilton Beats (5min)):
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DEBUG Segment 175 (GASS Hamilton Beats (5min)):
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DEBUG Segment 176 (GASS Hamilton Beats (5min)):
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DEBUG Segment 177 (GASS Hamilton Beats (5min)):
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DEBUG Segment 178 (GASS Hamilton Beats (5min)):
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DEBUG Segment 179 (GASS Hamilton Beats (5min)):
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DEBUG Segment 180 (GASS Hamilton Beats (5min)):
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DEBUG Segment 181 (GASS Hamilton Beats (5min)):
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DEBUG Segment 182 (GASS Hamilton Beats (5min)):
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DEBUG Segment 183 (GASS Hamilton Beats (5min)):
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DEBUG Segment 184 (GASS Hamilton Beats (5min)):
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DEBUG Segment 185 (GASS Hamilton Beats (5min)):
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DEBUG Segment 186 (GASS Hamilton Beats (5min)):
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DEBUG Segment 187 (GASS Hamilton Beats (5min)):
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DEBUG Segment 188 (GASS Hamilton Beats (5min)):
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DEBUG Segment 189 (GASS Hamilton Beats (5min)):
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DEBUG Segment 190 (GASS Hamilton Beats (5min)):
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DEBUG Segment 191 (GASS Hamilton Beats (5min)):
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DEBUG Segment 192 (GASS Hamilton Beats (5min)):
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DEBUG Segment 193 (GASS Hamilton Beats (5min)):
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DEBUG Segment 194 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 195 (GASS Hamilton Beats (5min)):
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DEBUG Segment 196 (GASS Hamilton Beats (5min)):
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DEBUG Segment 197 (GASS Hamilton Beats (5min)):
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DEBUG Segment 198 (GASS Hamilton Beats (5min)):
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DEBUG Segment 199 (GASS Hamilton Beats (5min)):
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DEBUG Segment 200 (GASS Hamilton Beats (5min)):
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DEBUG Segment 201 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [27 53 63 68 68]
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DEBUG Segment 202 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [29 31 31 27 18]
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DEBUG Segment 203 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [ 2 12 22 24 14]
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DEBUG Segment 204 (GASS Hamilton Beats (5min)):
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DEBUG Segment 205 (GASS Hamilton Beats (5min)):
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DEBUG Segment 206 (GASS Hamilton Beats (5min)):
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DEBUG Segment 207 (GASS Hamilton Beats (5min)):
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DEBUG Segment 208 (GASS Hamilton Beats (5min)):
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DEBUG Segment 209 (GASS Hamilton Beats (5min)):
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DEBUG Segment 210 (GASS Hamilton Beats (5min)):
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DEBUG Segment 211 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 212 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 213 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [29 32 36 33 29]
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DEBUG Segment 214 (GASS Hamilton Beats (5min)):
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DEBUG Segment 215 (GASS Hamilton Beats (5min)):
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DEBUG Segment 216 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 217 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 218 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 219 (GASS Hamilton Beats (5min)):
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DEBUG Segment 220 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 221 (GASS Hamilton Beats (5min)):
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DEBUG Segment 222 (GASS Hamilton Beats (5min)):
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DEBUG Segment 223 (GASS Hamilton Beats (5min)):
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DEBUG Segment 224 (GASS Hamilton Beats (5min)):
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DEBUG Segment 225 (GASS Hamilton Beats (5min)):
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DEBUG Segment 226 (GASS Hamilton Beats (5min)):
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DEBUG Segment 227 (GASS Hamilton Beats (5min)):
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DEBUG Segment 228 (GASS Hamilton Beats (5min)):
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DEBUG Segment 229 (GASS Hamilton Beats (5min)):
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DEBUG Segment 230 (GASS Hamilton Beats (5min)):
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DEBUG Segment 231 (GASS Hamilton Beats (5min)):
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DEBUG Segment 232 (GASS Hamilton Beats (5min)):
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DEBUG Segment 233 (GASS Hamilton Beats (5min)):
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DEBUG Segment 234 (GASS Hamilton Beats (5min)):
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DEBUG Segment 235 (GASS Hamilton Beats (5min)):
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DEBUG Segment 236 (GASS Hamilton Beats (5min)):
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DEBUG Segment 237 (GASS Hamilton Beats (5min)):
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DEBUG Segment 238 (GASS Hamilton Beats (5min)):
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DEBUG Segment 239 (GASS Hamilton Beats (5min)):
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DEBUG Segment 240 (GASS Hamilton Beats (5min)):
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DEBUG Segment 241 (GASS Hamilton Beats (5min)):
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DEBUG Segment 242 (GASS Hamilton Beats (5min)):
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DEBUG Segment 243 (GASS Hamilton Beats (5min)):
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DEBUG Segment 244 (GASS Hamilton Beats (5min)):
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DEBUG Segment 245 (GASS Hamilton Beats (5min)):
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DEBUG Segment 246 (GASS Hamilton Beats (5min)):
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DEBUG Segment 247 (GASS Hamilton Beats (5min)):
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DEBUG Segment 248 (GASS Hamilton Beats (5min)):
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DEBUG Segment 249 (GASS Hamilton Beats (5min)):
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DEBUG Segment 250 (GASS Hamilton Beats (5min)):
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DEBUG Segment 251 (GASS Hamilton Beats (5min)):
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DEBUG Segment 252 (GASS Hamilton Beats (5min)):
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DEBUG Segment 253 (GASS Hamilton Beats (5min)):
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DEBUG Segment 254 (GASS Hamilton Beats (5min)):
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DEBUG Segment 255 (GASS Hamilton Beats (5min)):
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DEBUG Segment 256 (GASS Hamilton Beats (5min)):
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DEBUG Segment 257 (GASS Hamilton Beats (5min)):
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DEBUG Segment 258 (GASS Hamilton Beats (5min)):
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DEBUG Segment 259 (GASS Hamilton Beats (5min)):
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DEBUG Segment 260 (GASS Hamilton Beats (5min)):
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DEBUG Segment 261 (GASS Hamilton Beats (5min)):
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DEBUG Segment 262 (GASS Hamilton Beats (5min)):
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DEBUG Segment 263 (GASS Hamilton Beats (5min)):
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DEBUG Segment 264 (GASS Hamilton Beats (5min)):
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DEBUG Segment 265 (GASS Hamilton Beats (5min)):
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DEBUG Segment 266 (GASS Hamilton Beats (5min)):
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DEBUG Segment 267 (GASS Hamilton Beats (5min)):
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DEBUG Segment 268 (GASS Hamilton Beats (5min)):
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DEBUG Segment 269 (GASS Hamilton Beats (5min)):
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DEBUG Segment 270 (GASS Hamilton Beats (5min)):
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DEBUG Segment 271 (GASS Hamilton Beats (5min)):
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DEBUG Segment 272 (GASS Hamilton Beats (5min)):
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DEBUG Segment 273 (GASS Hamilton Beats (5min)):
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DEBUG Segment 274 (GASS Hamilton Beats (5min)):
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DEBUG Segment 275 (GASS Hamilton Beats (5min)):
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DEBUG Segment 276 (GASS Hamilton Beats (5min)):
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DEBUG Segment 277 (GASS Hamilton Beats (5min)):
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DEBUG Segment 278 (GASS Hamilton Beats (5min)):
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DEBUG Segment 279 (GASS Hamilton Beats (5min)):
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DEBUG Segment 280 (GASS Hamilton Beats (5min)):
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DEBUG Segment 281 (GASS Hamilton Beats (5min)):
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DEBUG Segment 282 (GASS Hamilton Beats (5min)):
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DEBUG Segment 283 (GASS Hamilton Beats (5min)):
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DEBUG Segment 284 (GASS Hamilton Beats (5min)):
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DEBUG Segment 285 (GASS Hamilton Beats (5min)):
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DEBUG Segment 286 (GASS Hamilton Beats (5min)):
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DEBUG Segment 287 (GASS Hamilton Beats (5min)):
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DEBUG Segment 288 (GASS Hamilton Beats (5min)):
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DEBUG Segment 289 (GASS Hamilton Beats (5min)):
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DEBUG Segment 290 (GASS Hamilton Beats (5min)):
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DEBUG Segment 291 (GASS Hamilton Beats (5min)):
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DEBUG Segment 292 (GASS Hamilton Beats (5min)):
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DEBUG Segment 293 (GASS Hamilton Beats (5min)):
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DEBUG Segment 294 (GASS Hamilton Beats (5min)):
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DEBUG Segment 295 (GASS Hamilton Beats (5min)):
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DEBUG Segment 296 (GASS Hamilton Beats (5min)):
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DEBUG Segment 297 (GASS Hamilton Beats (5min)):
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DEBUG Segment 298 (GASS Hamilton Beats (5min)):
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DEBUG Segment 299 (GASS Hamilton Beats (5min)):
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DEBUG Segment 300 (GASS Hamilton Beats (5min)):
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DEBUG Segment 301 (GASS Hamilton Beats (5min)):
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DEBUG Segment 302 (GASS Hamilton Beats (5min)):
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DEBUG Segment 303 (GASS Hamilton Beats (5min)):
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DEBUG Segment 304 (GASS Hamilton Beats (5min)):
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DEBUG Segment 305 (GASS Hamilton Beats (5min)):
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DEBUG Segment 306 (GASS Hamilton Beats (5min)):
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DEBUG Segment 307 (GASS Hamilton Beats (5min)):
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DEBUG Segment 308 (GASS Hamilton Beats (5min)):
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DEBUG Segment 309 (GASS Hamilton Beats (5min)):
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DEBUG Segment 310 (GASS Hamilton Beats (5min)):
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DEBUG Segment 311 (GASS Hamilton Beats (5min)):
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DEBUG Segment 312 (GASS Hamilton Beats (5min)):
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DEBUG Segment 313 (GASS Hamilton Beats (5min)):
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DEBUG Segment 314 (GASS Hamilton Beats (5min)):
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DEBUG Segment 315 (GASS Hamilton Beats (5min)):
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DEBUG Segment 316 (GASS Hamilton Beats (5min)):
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DEBUG Segment 317 (GASS Hamilton Beats (5min)):
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DEBUG Segment 318 (GASS Hamilton Beats (5min)):
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DEBUG Segment 319 (GASS Hamilton Beats (5min)):
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DEBUG Segment 320 (GASS Hamilton Beats (5min)):
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DEBUG Segment 321 (GASS Hamilton Beats (5min)):
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DEBUG Segment 322 (GASS Hamilton Beats (5min)):
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DEBUG Segment 323 (GASS Hamilton Beats (5min)):
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DEBUG Segment 324 (GASS Hamilton Beats (5min)):
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DEBUG Segment 325 (GASS Hamilton Beats (5min)):
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DEBUG Segment 326 (GASS Hamilton Beats (5min)):
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DEBUG Segment 327 (GASS Hamilton Beats (5min)):
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DEBUG Segment 328 (GASS Hamilton Beats (5min)):
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DEBUG Segment 329 (GASS Hamilton Beats (5min)):
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DEBUG Segment 330 (GASS Hamilton Beats (5min)):
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DEBUG Segment 331 (GASS Hamilton Beats (5min)):
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DEBUG Segment 332 (GASS Hamilton Beats (5min)):
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DEBUG Segment 333 (GASS Hamilton Beats (5min)):
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DEBUG Segment 334 (GASS Hamilton Beats (5min)):
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DEBUG Segment 335 (GASS Hamilton Beats (5min)):
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DEBUG Segment 336 (GASS Hamilton Beats (5min)):
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DEBUG Segment 337 (GASS Hamilton Beats (5min)):
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DEBUG Segment 338 (GASS Hamilton Beats (5min)):
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DEBUG Segment 339 (GASS Hamilton Beats (5min)):
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DEBUG Segment 340 (GASS Hamilton Beats (5min)):
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DEBUG Segment 341 (GASS Hamilton Beats (5min)):
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DEBUG Segment 342 (GASS Hamilton Beats (5min)):
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DEBUG Segment 343 (GASS Hamilton Beats (5min)):
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DEBUG Segment 344 (GASS Hamilton Beats (5min)):
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DEBUG Segment 345 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-7  1  8  2 -7]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 346 (GASS Hamilton Beats (5min)):
Original[4:9]: [28 30 30 30 23]
Recon[4:9]:    [28 30 30 30 23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 347 (GASS Hamilton Beats (5min)):
Original[4:9]: [38 38 38 38 43]
Recon[4:9]:    [38 38 38 38 43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 348 (GASS Hamilton Beats (5min)):
Original[4:9]: [-34 -38 -36 -36 -36]
Recon[4:9]:    [-34 -38 -36 -36 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 349 (GASS Hamilton Beats (5min)):
Original[4:9]: [-17 -14 -15 -21 -26]
Recon[4:9]:    [-17 -14 -15 -21 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 350 (GASS Hamilton Beats (5min)):
Original[4:9]: [-11 -11 -12 -18 -21]
Recon[4:9]:    [-11 -11 -12 -18 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 351 (GASS Hamilton Beats (5min)):
Original[4:9]: [-26 -24 -23 -28 -30]
Recon[4:9]:    [-26 -24 -23 -28 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 352 (GASS Hamilton Beats (5min)):
Original[4:9]: [-49 -46 -40 -44 -48]
Recon[4:9]:    [-49 -46 -40 -44 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 353 (GASS Hamilton Beats (5min)):
Original[4:9]: [-29 -23 -26 -32 -35]
Recon[4:9]:    [-29 -23 -26 -32 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 354 (GASS Hamilton Beats (5min)):
Original[4:9]: [-17 -18 -21 -21 -26]
Recon[4:9]:    [-17 -18 -21 -21 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 355 (GASS Hamilton Beats (5min)):
Original[4:9]: [-23 -23 -20 -16 -16]
Recon[4:9]:    [-23 -23 -20 -16 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 356 (GASS Hamilton Beats (5min)):
Original[4:9]: [-15 -15 -14 -14 -14]
Recon[4:9]:    [-15 -15 -14 -14 -14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 357 (GASS Hamilton Beats (5min)):
Original[4:9]: [-27 -27 -27 -32 -36]
Recon[4:9]:    [-27 -27 -27 -32 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 358 (GASS Hamilton Beats (5min)):
Original[4:9]: [-31 -26 -24 -26 -28]
Recon[4:9]:    [-31 -26 -24 -26 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 359 (GASS Hamilton Beats (5min)):
Original[4:9]: [ -3  -5 -11 -13 -13]
Recon[4:9]:    [ -3  -5 -11 -13 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 360 (GASS Hamilton Beats (5min)):
Original[4:9]: [-11 -10 -10 -13 -21]
Recon[4:9]:    [-11 -10 -10 -13 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 361 (GASS Hamilton Beats (5min)):
Original[4:9]: [-25 -29 -29 -26 -18]
Recon[4:9]:    [-25 -29 -29 -26 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 362 (GASS Hamilton Beats (5min)):
Original[4:9]: [ -8 -12 -21 -23 -21]
Recon[4:9]:    [ -8 -12 -21 -23 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 363 (GASS Hamilton Beats (5min)):
Original[4:9]: [  2   7   9   1 -16]
Recon[4:9]:    [  2   7   9   1 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 364 (GASS Hamilton Beats (5min)):
Original[4:9]: [ -2 -11 -21 -28 -33]
Recon[4:9]:    [ -2 -11 -21 -28 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 365 (GASS Hamilton Beats (5min)):
Original[4:9]: [-29 -33 -29 -21 -23]
Recon[4:9]:    [-29 -33 -29 -21 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 366 (GASS Hamilton Beats (5min)):
Original[4:9]: [-16 -18 -18 -22 -26]
Recon[4:9]:    [-16 -18 -18 -22 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 367 (GASS Hamilton Beats (5min)):
Original[4:9]: [-22 -24 -12  -1   5]
Recon[4:9]:    [-22 -24 -12  -1   5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 368 (GASS Hamilton Beats (5min)):
Original[4:9]: [-11  -5  -4  -5  -6]
Recon[4:9]:    [-11  -5  -4  -5  -6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 369 (GASS Hamilton Beats (5min)):
Original[4:9]: [-27 -31 -30 -27 -28]
Recon[4:9]:    [-27 -31 -30 -27 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 370 (GASS Hamilton Beats (5min)):
Original[4:9]: [-53 -54 -51 -47 -42]
Recon[4:9]:    [-53 -54 -51 -47 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 371 (GASS Hamilton Beats (5min)):
Original[4:9]: [-84 -78 -75 -73 -75]
Recon[4:9]:    [-84 -78 -75 -73 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 372 (GASS Hamilton Beats (5min)):
Original[4:9]: [-90 -78 -77 -82 -90]
Recon[4:9]:    [-90 -78 -77 -82 -90]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 373 (GASS Hamilton Beats (5min)):
Original[4:9]: [-86 -86 -82 -76 -73]
Recon[4:9]:    [-86 -86 -82 -76 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 374 (GASS Hamilton Beats (5min)):
Original[4:9]: [-63 -63 -67 -72 -76]
Recon[4:9]:    [-63 -63 -67 -72 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- GASS Hamilton Beats (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added GASS results for Hamilton Beats: CR Rice=1.914, CR Huff=1.991, mean L2=17.28859

=== Record 105 ===

Loading FULL record 105 (ADC units)...
Loaded 650000 ADC samples at 360 Hz
Best params for LMS Block 512 (10s): {'order': 4, 'mu': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (LMS Block 512 (5min)):
Original[4:9]: [-89 -89 -89 -89 -90]
Recon[4:9]:    [-89 -89 -89 -89 -90]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (LMS Block 512 (5min)):
Original[4:9]: [-100 -100 -100 -101 -105]
Recon[4:9]:    [-100 -100 -100 -101 -105]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (LMS Block 512 (5min)):
Original[4:9]: [ -97 -100  -99  -97  -95]
Recon[4:9]:    [ -97 -100  -99  -97  -95]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (LMS Block 512 (5min)):
Original[4:9]: [-101  -98  -97  -94  -94]
Recon[4:9]:    [-101  -98  -97  -94  -94]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (LMS Block 512 (5min)):
Original[4:9]: [-104 -105 -106 -104 -101]
Recon[4:9]:    [-104 -105 -106 -104 -101]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (LMS Block 512 (5min)):
Original[4:9]: [-56 -66 -73 -77 -84]
Recon[4:9]:    [-56 -66 -73 -77 -84]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (LMS Block 512 (5min)):
Original[4:9]: [-86 -86 -86 -84 -87]
Recon[4:9]:    [-86 -86 -86 -84 -87]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (LMS Block 512 (5min)):
Original[4:9]: [-92 -91 -93 -94 -89]
Recon[4:9]:    [-92 -91 -93 -94 -89]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (LMS Block 512 (5min)):
Original[4:9]: [221 234 246 232 208]
Recon[4:9]:    [221 234 246 232 208]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (LMS Block 512 (5min)):
Original[4:9]: [-69 -64 -62 -63 -63]
Recon[4:9]:    [-69 -64 -62 -63 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (LMS Block 512 (5min)):
Original[4:9]: [-69 -69 -69 -73 -73]
Recon[4:9]:    [-69 -69 -69 -73 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (LMS Block 512 (5min)):
Original[4:9]: [-113 -113 -109 -105 -101]
Recon[4:9]:    [-113 -113 -109 -105 -101]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (LMS Block 512 (5min)):
Original[4:9]: [-64 -66 -67 -68 -72]
Recon[4:9]:    [-64 -66 -67 -68 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (LMS Block 512 (5min)):
Original[4:9]: [-57 -58 -61 -60 -58]
Recon[4:9]:    [-57 -58 -61 -60 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (LMS Block 512 (5min)):
Original[4:9]: [-57 -60 -59 -55 -50]
Recon[4:9]:    [-57 -60 -59 -55 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (LMS Block 512 (5min)):
Original[4:9]: [-60 -59 -57 -57 -56]
Recon[4:9]:    [-60 -59 -57 -57 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (LMS Block 512 (5min)):
Original[4:9]: [-63 -63 -64 -66 -62]
Recon[4:9]:    [-63 -63 -64 -66 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (LMS Block 512 (5min)):
Original[4:9]: [-65 -69 -67 -65 -66]
Recon[4:9]:    [-65 -69 -67 -65 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (LMS Block 512 (5min)):
Original[4:9]: [-42 -42 -40 -38 -39]
Recon[4:9]:    [-42 -42 -40 -38 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (LMS Block 512 (5min)):
Original[4:9]: [-54 -55 -60 -60 -59]
Recon[4:9]:    [-54 -55 -60 -60 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (LMS Block 512 (5min)):
Original[4:9]: [-63 -64 -66 -66 -66]
Recon[4:9]:    [-63 -64 -66 -66 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (LMS Block 512 (5min)):
Original[4:9]: [-41 -42 -44 -43 -48]
Recon[4:9]:    [-41 -42 -44 -43 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (LMS Block 512 (5min)):
Original[4:9]: [-18 -21 -23 -26 -26]
Recon[4:9]:    [-18 -21 -23 -26 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (LMS Block 512 (5min)):
Original[4:9]: [-21 -25 -27 -27 -27]
Recon[4:9]:    [-21 -25 -27 -27 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (LMS Block 512 (5min)):
Original[4:9]: [-14 -11 -12 -16 -17]
Recon[4:9]:    [-14 -11 -12 -16 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (LMS Block 512 (5min)):
Original[4:9]: [-29 -32 -32 -34 -34]
Recon[4:9]:    [-29 -32 -32 -34 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (LMS Block 512 (5min)):
Original[4:9]: [-77 -78 -77 -78 -75]
Recon[4:9]:    [-77 -78 -77 -78 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (LMS Block 512 (5min)):
Original[4:9]: [-81 -77 -76 -74 -73]
Recon[4:9]:    [-81 -77 -76 -74 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (LMS Block 512 (5min)):
Original[4:9]: [-61 -57 -54 -52 -47]
Recon[4:9]:    [-61 -57 -54 -52 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (LMS Block 512 (5min)):
Original[4:9]: [-69 -74 -74 -71 -71]
Recon[4:9]:    [-69 -74 -74 -71 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (LMS Block 512 (5min)):
Original[4:9]: [-80 -79 -80 -81 -80]
Recon[4:9]:    [-80 -79 -80 -81 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (LMS Block 512 (5min)):
Original[4:9]: [-88 -89 -90 -90 -93]
Recon[4:9]:    [-88 -89 -90 -90 -93]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (LMS Block 512 (5min)):
Original[4:9]: [-80 -82 -80 -78 -77]
Recon[4:9]:    [-80 -82 -80 -78 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (LMS Block 512 (5min)):
Original[4:9]: [-77 -74 -76 -78 -80]
Recon[4:9]:    [-77 -74 -76 -78 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (LMS Block 512 (5min)):
Original[4:9]: [-47 -58 -69 -83 -91]
Recon[4:9]:    [-47 -58 -69 -83 -91]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (LMS Block 512 (5min)):
Original[4:9]: [ 49  36  22   5 -16]
Recon[4:9]:    [ 49  36  22   5 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (LMS Block 512 (5min)):
Original[4:9]: [ 18   3 -15 -35 -49]
Recon[4:9]:    [ 18   3 -15 -35 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (LMS Block 512 (5min)):
Original[4:9]: [207 178 155 133 110]
Recon[4:9]:    [207 178 155 133 110]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (LMS Block 512 (5min)):
Original[4:9]: [-48 -47 -46 -43 -43]
Recon[4:9]:    [-48 -47 -46 -43 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (LMS Block 512 (5min)):
Original[4:9]: [-61 -58 -56 -56 -57]
Recon[4:9]:    [-61 -58 -56 -56 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (LMS Block 512 (5min)):
Original[4:9]: [-63 -65 -67 -64 -63]
Recon[4:9]:    [-63 -65 -67 -64 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (LMS Block 512 (5min)):
Original[4:9]: [-67 -67 -64 -62 -64]
Recon[4:9]:    [-67 -67 -64 -62 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (LMS Block 512 (5min)):
Original[4:9]: [-9 -6 -5 -7 -9]
Recon[4:9]:    [-9 -6 -5 -7 -9]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (LMS Block 512 (5min)):
Original[4:9]: [-51 -51 -53 -56 -56]
Recon[4:9]:    [-51 -51 -53 -56 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (LMS Block 512 (5min)):
Original[4:9]: [-36 -40 -38 -31 -29]
Recon[4:9]:    [-36 -40 -38 -31 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (LMS Block 512 (5min)):
Original[4:9]: [-79 -76 -72 -76 -82]
Recon[4:9]:    [-79 -76 -72 -76 -82]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (LMS Block 512 (5min)):
Original[4:9]: [-62 -66 -70 -69 -68]
Recon[4:9]:    [-62 -66 -70 -69 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (LMS Block 512 (5min)):
Original[4:9]: [-69 -74 -76 -75 -69]
Recon[4:9]:    [-69 -74 -76 -75 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (LMS Block 512 (5min)):
Original[4:9]: [-61 -62 -60 -63 -63]
Recon[4:9]:    [-61 -62 -60 -63 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (LMS Block 512 (5min)):
Original[4:9]: [-33 -35 -34 -34 -33]
Recon[4:9]:    [-33 -35 -34 -34 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (LMS Block 512 (5min)):
Original[4:9]: [-43 -46 -43 -40 -42]
Recon[4:9]:    [-43 -46 -43 -40 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (LMS Block 512 (5min)):
Original[4:9]: [-42 -42 -43 -45 -45]
Recon[4:9]:    [-42 -42 -43 -45 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (LMS Block 512 (5min)):
Original[4:9]: [-22 -23 -27 -33 -34]
Recon[4:9]:    [-22 -23 -27 -33 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 53 (LMS Block 512 (5min)):
Original[4:9]: [-57 -56 -56 -54 -55]
Recon[4:9]:    [-57 -56 -56 -54 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 54 (LMS Block 512 (5min)):
Original[4:9]: [-31 -26 -25 -27 -34]
Recon[4:9]:    [-31 -26 -25 -27 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 55 (LMS Block 512 (5min)):
Original[4:9]: [-31 -35 -38 -36 -31]
Recon[4:9]:    [-31 -35 -38 -36 -31]
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DEBUG Segment 56 (LMS Block 512 (5min)):
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DEBUG Segment 57 (LMS Block 512 (5min)):
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DEBUG Segment 58 (LMS Block 512 (5min)):
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DEBUG Segment 59 (LMS Block 512 (5min)):
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DEBUG Segment 60 (LMS Block 512 (5min)):
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DEBUG Segment 61 (LMS Block 512 (5min)):
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DEBUG Segment 62 (LMS Block 512 (5min)):
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DEBUG Segment 63 (LMS Block 512 (5min)):
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DEBUG Segment 64 (LMS Block 512 (5min)):
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DEBUG Segment 65 (LMS Block 512 (5min)):
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DEBUG Segment 66 (LMS Block 512 (5min)):
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DEBUG Segment 67 (LMS Block 512 (5min)):
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DEBUG Segment 68 (LMS Block 512 (5min)):
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DEBUG Segment 69 (LMS Block 512 (5min)):
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DEBUG Segment 70 (LMS Block 512 (5min)):
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DEBUG Segment 71 (LMS Block 512 (5min)):
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DEBUG Segment 72 (LMS Block 512 (5min)):
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DEBUG Segment 73 (LMS Block 512 (5min)):
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DEBUG Segment 74 (LMS Block 512 (5min)):
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DEBUG Segment 75 (LMS Block 512 (5min)):
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DEBUG Segment 76 (LMS Block 512 (5min)):
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DEBUG Segment 77 (LMS Block 512 (5min)):
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DEBUG Segment 78 (LMS Block 512 (5min)):
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DEBUG Segment 79 (LMS Block 512 (5min)):
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DEBUG Segment 80 (LMS Block 512 (5min)):
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DEBUG Segment 81 (LMS Block 512 (5min)):
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DEBUG Segment 82 (LMS Block 512 (5min)):
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DEBUG Segment 83 (LMS Block 512 (5min)):
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DEBUG Segment 84 (LMS Block 512 (5min)):
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DEBUG Segment 85 (LMS Block 512 (5min)):
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DEBUG Segment 86 (LMS Block 512 (5min)):
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DEBUG Segment 87 (LMS Block 512 (5min)):
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DEBUG Segment 88 (LMS Block 512 (5min)):
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DEBUG Segment 89 (LMS Block 512 (5min)):
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DEBUG Segment 90 (LMS Block 512 (5min)):
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DEBUG Segment 91 (LMS Block 512 (5min)):
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DEBUG Segment 92 (LMS Block 512 (5min)):
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DEBUG Segment 93 (LMS Block 512 (5min)):
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DEBUG Segment 94 (LMS Block 512 (5min)):
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DEBUG Segment 95 (LMS Block 512 (5min)):
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DEBUG Segment 96 (LMS Block 512 (5min)):
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DEBUG Segment 97 (LMS Block 512 (5min)):
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DEBUG Segment 98 (LMS Block 512 (5min)):
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DEBUG Segment 99 (LMS Block 512 (5min)):
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DEBUG Segment 100 (LMS Block 512 (5min)):
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DEBUG Segment 101 (LMS Block 512 (5min)):
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DEBUG Segment 102 (LMS Block 512 (5min)):
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DEBUG Segment 103 (LMS Block 512 (5min)):
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DEBUG Segment 104 (LMS Block 512 (5min)):
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DEBUG Segment 105 (LMS Block 512 (5min)):
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DEBUG Segment 106 (LMS Block 512 (5min)):
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DEBUG Segment 107 (LMS Block 512 (5min)):
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DEBUG Segment 108 (LMS Block 512 (5min)):
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DEBUG Segment 109 (LMS Block 512 (5min)):
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DEBUG Segment 110 (LMS Block 512 (5min)):
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DEBUG Segment 111 (LMS Block 512 (5min)):
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DEBUG Segment 112 (LMS Block 512 (5min)):
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DEBUG Segment 113 (LMS Block 512 (5min)):
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DEBUG Segment 114 (LMS Block 512 (5min)):
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DEBUG Segment 115 (LMS Block 512 (5min)):
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DEBUG Segment 116 (LMS Block 512 (5min)):
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DEBUG Segment 117 (LMS Block 512 (5min)):
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DEBUG Segment 118 (LMS Block 512 (5min)):
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DEBUG Segment 119 (LMS Block 512 (5min)):
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DEBUG Segment 120 (LMS Block 512 (5min)):
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DEBUG Segment 121 (LMS Block 512 (5min)):
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DEBUG Segment 122 (LMS Block 512 (5min)):
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DEBUG Segment 123 (LMS Block 512 (5min)):
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DEBUG Segment 124 (LMS Block 512 (5min)):
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DEBUG Segment 125 (LMS Block 512 (5min)):
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DEBUG Segment 126 (LMS Block 512 (5min)):
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DEBUG Segment 127 (LMS Block 512 (5min)):
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DEBUG Segment 128 (LMS Block 512 (5min)):
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DEBUG Segment 129 (LMS Block 512 (5min)):
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DEBUG Segment 130 (LMS Block 512 (5min)):
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DEBUG Segment 131 (LMS Block 512 (5min)):
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DEBUG Segment 132 (LMS Block 512 (5min)):
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DEBUG Segment 133 (LMS Block 512 (5min)):
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DEBUG Segment 134 (LMS Block 512 (5min)):
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DEBUG Segment 135 (LMS Block 512 (5min)):
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DEBUG Segment 136 (LMS Block 512 (5min)):
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DEBUG Segment 137 (LMS Block 512 (5min)):
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DEBUG Segment 138 (LMS Block 512 (5min)):
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DEBUG Segment 139 (LMS Block 512 (5min)):
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DEBUG Segment 140 (LMS Block 512 (5min)):
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DEBUG Segment 141 (LMS Block 512 (5min)):
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DEBUG Segment 142 (LMS Block 512 (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 143 (LMS Block 512 (5min)):
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Recon[4:9]:    [-32 -37 -38 -39 -40]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 144 (LMS Block 512 (5min)):
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Recon[4:9]:    [-56 -53 -49 -46 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 145 (LMS Block 512 (5min)):
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Recon[4:9]:    [-32 -31 -31 -28 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 146 (LMS Block 512 (5min)):
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Recon[4:9]:    [-4 -1  0  3  2]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 147 (LMS Block 512 (5min)):
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Recon[4:9]:    [-61 -57 -55 -54 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 148 (LMS Block 512 (5min)):
Original[4:9]: [-73 -74 -76 -74 -73]
Recon[4:9]:    [-73 -74 -76 -74 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 149 (LMS Block 512 (5min)):
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Recon[4:9]:    [-99 -97 -93 -89 -90]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 150 (LMS Block 512 (5min)):
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Recon[4:9]:    [-99 -97 -95 -95 -97]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 151 (LMS Block 512 (5min)):
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Recon[4:9]:    [-100 -101 -104 -103 -101]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 152 (LMS Block 512 (5min)):
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Recon[4:9]:    [-101  -98  -92  -88  -90]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 153 (LMS Block 512 (5min)):
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Recon[4:9]:    [-94 -93 -92 -96 -99]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 154 (LMS Block 512 (5min)):
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Recon[4:9]:    [-88 -87 -88 -88 -88]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 155 (LMS Block 512 (5min)):
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Recon[4:9]:    [-100  -99  -98  -95  -94]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 156 (LMS Block 512 (5min)):
Original[4:9]: [-83 -85 -90 -96 -99]
Recon[4:9]:    [-83 -85 -90 -96 -99]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 157 (LMS Block 512 (5min)):
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Recon[4:9]:    [-82 -90 -94 -93 -89]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 158 (LMS Block 512 (5min)):
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Recon[4:9]:    [ -95  -96  -96 -102 -106]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 159 (LMS Block 512 (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 160 (LMS Block 512 (5min)):
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Recon[4:9]:    [-79 -85 -91 -94 -97]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 161 (LMS Block 512 (5min)):
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Recon[4:9]:    [252 253 235 211 183]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 162 (LMS Block 512 (5min)):
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Recon[4:9]:    [ -73  -84  -96 -103 -109]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 163 (LMS Block 512 (5min)):
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Recon[4:9]:    [-63 -78 -88 -93 -95]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 164 (LMS Block 512 (5min)):
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Recon[4:9]:    [218 195 172 147 113]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 165 (LMS Block 512 (5min)):
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Recon[4:9]:    [ 15  51  89 128 165]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 166 (LMS Block 512 (5min)):
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Recon[4:9]:    [ 59  99 141 180 206]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 167 (LMS Block 512 (5min)):
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Recon[4:9]:    [202 177 162 147 119]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 168 (LMS Block 512 (5min)):
Original[4:9]: [-19   8  38  68 101]
Recon[4:9]:    [-19   8  38  68 101]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 169 (LMS Block 512 (5min)):
Original[4:9]: [-82 -83 -78 -75 -76]
Recon[4:9]:    [-82 -83 -78 -75 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 170 (LMS Block 512 (5min)):
Original[4:9]: [-44 -43 -43 -42 -42]
Recon[4:9]:    [-44 -43 -43 -42 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 171 (LMS Block 512 (5min)):
Original[4:9]: [-51 -49 -53 -57 -49]
Recon[4:9]:    [-51 -49 -53 -57 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 172 (LMS Block 512 (5min)):
Original[4:9]: [-37 -38 -36 -32 -29]
Recon[4:9]:    [-37 -38 -36 -32 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 173 (LMS Block 512 (5min)):
Original[4:9]: [ -3  -9 -13 -19 -27]
Recon[4:9]:    [ -3  -9 -13 -19 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 174 (LMS Block 512 (5min)):
Original[4:9]: [-20 -13 -15 -21 -26]
Recon[4:9]:    [-20 -13 -15 -21 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 175 (LMS Block 512 (5min)):
Original[4:9]: [-26 -21 -15  -8  -8]
Recon[4:9]:    [-26 -21 -15  -8  -8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 176 (LMS Block 512 (5min)):
Original[4:9]: [-19 -21 -22 -18 -18]
Recon[4:9]:    [-19 -21 -22 -18 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 177 (LMS Block 512 (5min)):
Original[4:9]: [-63 -63 -70 -72 -69]
Recon[4:9]:    [-63 -63 -70 -72 -69]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 178 (LMS Block 512 (5min)):
Original[4:9]: [-29 -28 -28 -27 -24]
Recon[4:9]:    [-29 -28 -28 -27 -24]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 179 (LMS Block 512 (5min)):
Original[4:9]: [-41 -36 -34 -37 -41]
Recon[4:9]:    [-41 -36 -34 -37 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 180 (LMS Block 512 (5min)):
Original[4:9]: [-41 -41 -44 -45 -42]
Recon[4:9]:    [-41 -41 -44 -45 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 181 (LMS Block 512 (5min)):
Original[4:9]: [-28 -27 -25 -28 -32]
Recon[4:9]:    [-28 -27 -25 -28 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 182 (LMS Block 512 (5min)):
Original[4:9]: [-14 -16 -26 -36 -37]
Recon[4:9]:    [-14 -16 -26 -36 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 183 (LMS Block 512 (5min)):
Original[4:9]: [-45 -46 -49 -52 -49]
Recon[4:9]:    [-45 -46 -49 -52 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 184 (LMS Block 512 (5min)):
Original[4:9]: [-31 -30 -28 -27 -28]
Recon[4:9]:    [-31 -30 -28 -27 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 185 (LMS Block 512 (5min)):
Original[4:9]: [-11 -15 -15 -19 -21]
Recon[4:9]:    [-11 -15 -15 -19 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 186 (LMS Block 512 (5min)):
Original[4:9]: [-88 -91 -92 -93 -91]
Recon[4:9]:    [-88 -91 -92 -93 -91]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 187 (LMS Block 512 (5min)):
Original[4:9]: [-71 -69 -67 -64 -59]
Recon[4:9]:    [-71 -69 -67 -64 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 188 (LMS Block 512 (5min)):
Original[4:9]: [-77 -72 -69 -69 -71]
Recon[4:9]:    [-77 -72 -69 -69 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 189 (LMS Block 512 (5min)):
Original[4:9]: [-123 -113  -99  -87  -74]
Recon[4:9]:    [-123 -113  -99  -87  -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 190 (LMS Block 512 (5min)):
Original[4:9]: [-71 -71 -70 -65 -61]
Recon[4:9]:    [-71 -71 -70 -65 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 191 (LMS Block 512 (5min)):
Original[4:9]: [-84 -86 -92 -97 -97]
Recon[4:9]:    [-84 -86 -92 -97 -97]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 192 (LMS Block 512 (5min)):
Original[4:9]: [ -96  -98  -99 -101 -101]
Recon[4:9]:    [ -96  -98  -99 -101 -101]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 193 (LMS Block 512 (5min)):
Original[4:9]: [-15 -31 -42 -55 -66]
Recon[4:9]:    [-15 -31 -42 -55 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 194 (LMS Block 512 (5min)):
Original[4:9]: [-35 -10  21  56  86]
Recon[4:9]:    [-35 -10  21  56  86]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 195 (LMS Block 512 (5min)):
Original[4:9]: [-62 -66 -66 -65 -60]
Recon[4:9]:    [-62 -66 -66 -65 -60]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 196 (LMS Block 512 (5min)):
Original[4:9]: [-70 -67 -65 -67 -64]
Recon[4:9]:    [-70 -67 -65 -67 -64]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 197 (LMS Block 512 (5min)):
Original[4:9]: [-76 -74 -74 -72 -71]
Recon[4:9]:    [-76 -74 -74 -72 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 198 (LMS Block 512 (5min)):
Original[4:9]: [-19 -15 -15 -14 -16]
Recon[4:9]:    [-19 -15 -15 -14 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 199 (LMS Block 512 (5min)):
Original[4:9]: [-45 -42 -41 -40 -43]
Recon[4:9]:    [-45 -42 -41 -40 -43]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 200 (LMS Block 512 (5min)):
Original[4:9]: [-26 -22 -27 -30 -29]
Recon[4:9]:    [-26 -22 -27 -30 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 201 (LMS Block 512 (5min)):
Original[4:9]: [-10  -9  -3  -4  -4]
Recon[4:9]:    [-10  -9  -3  -4  -4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 202 (LMS Block 512 (5min)):
Original[4:9]: [-29 -21 -16 -11 -12]
Recon[4:9]:    [-29 -21 -16 -11 -12]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 203 (LMS Block 512 (5min)):
Original[4:9]: [-71 -71 -71 -71 -74]
Recon[4:9]:    [-71 -71 -71 -71 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 204 (LMS Block 512 (5min)):
Original[4:9]: [-31 -31 -31 -28 -21]
Recon[4:9]:    [-31 -31 -31 -28 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 205 (LMS Block 512 (5min)):
Original[4:9]: [-18 -16  -8  -3   1]
Recon[4:9]:    [-18 -16  -8  -3   1]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 206 (LMS Block 512 (5min)):
Original[4:9]: [-55 -51 -50 -54 -58]
Recon[4:9]:    [-55 -51 -50 -54 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 207 (LMS Block 512 (5min)):
Original[4:9]: [-64 -67 -68 -66 -63]
Recon[4:9]:    [-64 -67 -68 -66 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 208 (LMS Block 512 (5min)):
Original[4:9]: [-67 -65 -63 -57 -57]
Recon[4:9]:    [-67 -65 -63 -57 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 209 (LMS Block 512 (5min)):
Original[4:9]: [-50 -48 -47 -46 -50]
Recon[4:9]:    [-50 -48 -47 -46 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 210 (LMS Block 512 (5min)):
Original[4:9]: [-55 -53 -56 -55 -52]
Recon[4:9]:    [-55 -53 -56 -55 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- LMS Block 512 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added LMS results for Block 512: CR Rice=1.748, CR Huff=1.872, mean L2=24.43105
Best params for NLMS Block 512 (10s): {'order': 4, 'mu': 0.01} (avg l2-norm=0.00000)

DEBUG Segment 0 (NLMS Block 512 (5min)):
Original[4:9]: [-89 -89 -89 -89 -90]
Recon[4:9]:    [-89 -89 -89 -89 -90]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (NLMS Block 512 (5min)):
Original[4:9]: [-100 -100 -100 -101 -105]
Recon[4:9]:    [-100 -100 -100 -101 -105]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (NLMS Block 512 (5min)):
Original[4:9]: [ -97 -100  -99  -97  -95]
Recon[4:9]:    [ -97 -100  -99  -97  -95]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (NLMS Block 512 (5min)):
Original[4:9]: [-101  -98  -97  -94  -94]
Recon[4:9]:    [-101  -98  -97  -94  -94]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (NLMS Block 512 (5min)):
Original[4:9]: [-104 -105 -106 -104 -101]
Recon[4:9]:    [-104 -105 -106 -104 -101]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (NLMS Block 512 (5min)):
Original[4:9]: [-56 -66 -73 -77 -84]
Recon[4:9]:    [-56 -66 -73 -77 -84]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (NLMS Block 512 (5min)):
Original[4:9]: [-86 -86 -86 -84 -87]
Recon[4:9]:    [-86 -86 -86 -84 -87]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (NLMS Block 512 (5min)):
Original[4:9]: [-92 -91 -93 -94 -89]
Recon[4:9]:    [-92 -91 -93 -94 -89]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (NLMS Block 512 (5min)):
Original[4:9]: [221 234 246 232 208]
Recon[4:9]:    [221 234 246 232 208]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (NLMS Block 512 (5min)):
Original[4:9]: [-69 -64 -62 -63 -63]
Recon[4:9]:    [-69 -64 -62 -63 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (NLMS Block 512 (5min)):
Original[4:9]: [-69 -69 -69 -73 -73]
Recon[4:9]:    [-69 -69 -69 -73 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (NLMS Block 512 (5min)):
Original[4:9]: [-113 -113 -109 -105 -101]
Recon[4:9]:    [-113 -113 -109 -105 -101]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (NLMS Block 512 (5min)):
Original[4:9]: [-64 -66 -67 -68 -72]
Recon[4:9]:    [-64 -66 -67 -68 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (NLMS Block 512 (5min)):
Original[4:9]: [-57 -58 -61 -60 -58]
Recon[4:9]:    [-57 -58 -61 -60 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (NLMS Block 512 (5min)):
Original[4:9]: [-57 -60 -59 -55 -50]
Recon[4:9]:    [-57 -60 -59 -55 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (NLMS Block 512 (5min)):
Original[4:9]: [-60 -59 -57 -57 -56]
Recon[4:9]:    [-60 -59 -57 -57 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (NLMS Block 512 (5min)):
Original[4:9]: [-63 -63 -64 -66 -62]
Recon[4:9]:    [-63 -63 -64 -66 -62]
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DEBUG Segment 17 (NLMS Block 512 (5min)):
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DEBUG Segment 18 (NLMS Block 512 (5min)):
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DEBUG Segment 19 (NLMS Block 512 (5min)):
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DEBUG Segment 20 (NLMS Block 512 (5min)):
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DEBUG Segment 21 (NLMS Block 512 (5min)):
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DEBUG Segment 22 (NLMS Block 512 (5min)):
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DEBUG Segment 23 (NLMS Block 512 (5min)):
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DEBUG Segment 24 (NLMS Block 512 (5min)):
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DEBUG Segment 25 (NLMS Block 512 (5min)):
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DEBUG Segment 26 (NLMS Block 512 (5min)):
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DEBUG Segment 27 (NLMS Block 512 (5min)):
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DEBUG Segment 28 (NLMS Block 512 (5min)):
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DEBUG Segment 29 (NLMS Block 512 (5min)):
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DEBUG Segment 30 (NLMS Block 512 (5min)):
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DEBUG Segment 31 (NLMS Block 512 (5min)):
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DEBUG Segment 32 (NLMS Block 512 (5min)):
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DEBUG Segment 33 (NLMS Block 512 (5min)):
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DEBUG Segment 34 (NLMS Block 512 (5min)):
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DEBUG Segment 35 (NLMS Block 512 (5min)):
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DEBUG Segment 36 (NLMS Block 512 (5min)):
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DEBUG Segment 37 (NLMS Block 512 (5min)):
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DEBUG Segment 38 (NLMS Block 512 (5min)):
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DEBUG Segment 39 (NLMS Block 512 (5min)):
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DEBUG Segment 40 (NLMS Block 512 (5min)):
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DEBUG Segment 41 (NLMS Block 512 (5min)):
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DEBUG Segment 42 (NLMS Block 512 (5min)):
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DEBUG Segment 43 (NLMS Block 512 (5min)):
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DEBUG Segment 44 (NLMS Block 512 (5min)):
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DEBUG Segment 45 (NLMS Block 512 (5min)):
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DEBUG Segment 46 (NLMS Block 512 (5min)):
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DEBUG Segment 47 (NLMS Block 512 (5min)):
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DEBUG Segment 48 (NLMS Block 512 (5min)):
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DEBUG Segment 49 (NLMS Block 512 (5min)):
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DEBUG Segment 50 (NLMS Block 512 (5min)):
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DEBUG Segment 51 (NLMS Block 512 (5min)):
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DEBUG Segment 52 (NLMS Block 512 (5min)):
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DEBUG Segment 53 (NLMS Block 512 (5min)):
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DEBUG Segment 54 (NLMS Block 512 (5min)):
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DEBUG Segment 55 (NLMS Block 512 (5min)):
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DEBUG Segment 56 (NLMS Block 512 (5min)):
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DEBUG Segment 57 (NLMS Block 512 (5min)):
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DEBUG Segment 58 (NLMS Block 512 (5min)):
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DEBUG Segment 59 (NLMS Block 512 (5min)):
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DEBUG Segment 60 (NLMS Block 512 (5min)):
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DEBUG Segment 61 (NLMS Block 512 (5min)):
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DEBUG Segment 62 (NLMS Block 512 (5min)):
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DEBUG Segment 63 (NLMS Block 512 (5min)):
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DEBUG Segment 64 (NLMS Block 512 (5min)):
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DEBUG Segment 65 (NLMS Block 512 (5min)):
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DEBUG Segment 66 (NLMS Block 512 (5min)):
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DEBUG Segment 67 (NLMS Block 512 (5min)):
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DEBUG Segment 68 (NLMS Block 512 (5min)):
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DEBUG Segment 69 (NLMS Block 512 (5min)):
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DEBUG Segment 70 (NLMS Block 512 (5min)):
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DEBUG Segment 71 (NLMS Block 512 (5min)):
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DEBUG Segment 72 (NLMS Block 512 (5min)):
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DEBUG Segment 73 (NLMS Block 512 (5min)):
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DEBUG Segment 74 (NLMS Block 512 (5min)):
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DEBUG Segment 75 (NLMS Block 512 (5min)):
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DEBUG Segment 76 (NLMS Block 512 (5min)):
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DEBUG Segment 77 (NLMS Block 512 (5min)):
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DEBUG Segment 78 (NLMS Block 512 (5min)):
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DEBUG Segment 79 (NLMS Block 512 (5min)):
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DEBUG Segment 80 (NLMS Block 512 (5min)):
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DEBUG Segment 81 (NLMS Block 512 (5min)):
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DEBUG Segment 82 (NLMS Block 512 (5min)):
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DEBUG Segment 83 (NLMS Block 512 (5min)):
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DEBUG Segment 84 (NLMS Block 512 (5min)):
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DEBUG Segment 85 (NLMS Block 512 (5min)):
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DEBUG Segment 86 (NLMS Block 512 (5min)):
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DEBUG Segment 87 (NLMS Block 512 (5min)):
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DEBUG Segment 88 (NLMS Block 512 (5min)):
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DEBUG Segment 89 (NLMS Block 512 (5min)):
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DEBUG Segment 90 (NLMS Block 512 (5min)):
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DEBUG Segment 91 (NLMS Block 512 (5min)):
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DEBUG Segment 92 (NLMS Block 512 (5min)):
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DEBUG Segment 93 (NLMS Block 512 (5min)):
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DEBUG Segment 94 (NLMS Block 512 (5min)):
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DEBUG Segment 95 (NLMS Block 512 (5min)):
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DEBUG Segment 96 (NLMS Block 512 (5min)):
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DEBUG Segment 97 (NLMS Block 512 (5min)):
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DEBUG Segment 98 (NLMS Block 512 (5min)):
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DEBUG Segment 99 (NLMS Block 512 (5min)):
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DEBUG Segment 100 (NLMS Block 512 (5min)):
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DEBUG Segment 101 (NLMS Block 512 (5min)):
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DEBUG Segment 102 (NLMS Block 512 (5min)):
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DEBUG Segment 103 (NLMS Block 512 (5min)):
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DEBUG Segment 104 (NLMS Block 512 (5min)):
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DEBUG Segment 105 (NLMS Block 512 (5min)):
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DEBUG Segment 106 (NLMS Block 512 (5min)):
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DEBUG Segment 107 (NLMS Block 512 (5min)):
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DEBUG Segment 108 (NLMS Block 512 (5min)):
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DEBUG Segment 109 (NLMS Block 512 (5min)):
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DEBUG Segment 110 (NLMS Block 512 (5min)):
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DEBUG Segment 111 (NLMS Block 512 (5min)):
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DEBUG Segment 112 (NLMS Block 512 (5min)):
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DEBUG Segment 113 (NLMS Block 512 (5min)):
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DEBUG Segment 114 (NLMS Block 512 (5min)):
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DEBUG Segment 115 (NLMS Block 512 (5min)):
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DEBUG Segment 116 (NLMS Block 512 (5min)):
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DEBUG Segment 117 (NLMS Block 512 (5min)):
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DEBUG Segment 118 (NLMS Block 512 (5min)):
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DEBUG Segment 119 (NLMS Block 512 (5min)):
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DEBUG Segment 120 (NLMS Block 512 (5min)):
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DEBUG Segment 121 (NLMS Block 512 (5min)):
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DEBUG Segment 122 (NLMS Block 512 (5min)):
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DEBUG Segment 123 (NLMS Block 512 (5min)):
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DEBUG Segment 124 (NLMS Block 512 (5min)):
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DEBUG Segment 125 (NLMS Block 512 (5min)):
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DEBUG Segment 126 (NLMS Block 512 (5min)):
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DEBUG Segment 127 (NLMS Block 512 (5min)):
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DEBUG Segment 128 (NLMS Block 512 (5min)):
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DEBUG Segment 129 (NLMS Block 512 (5min)):
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DEBUG Segment 130 (NLMS Block 512 (5min)):
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DEBUG Segment 131 (NLMS Block 512 (5min)):
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DEBUG Segment 132 (NLMS Block 512 (5min)):
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DEBUG Segment 133 (NLMS Block 512 (5min)):
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DEBUG Segment 134 (NLMS Block 512 (5min)):
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DEBUG Segment 135 (NLMS Block 512 (5min)):
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DEBUG Segment 136 (NLMS Block 512 (5min)):
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DEBUG Segment 137 (NLMS Block 512 (5min)):
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DEBUG Segment 138 (NLMS Block 512 (5min)):
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DEBUG Segment 139 (NLMS Block 512 (5min)):
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DEBUG Segment 140 (NLMS Block 512 (5min)):
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DEBUG Segment 141 (NLMS Block 512 (5min)):
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DEBUG Segment 142 (NLMS Block 512 (5min)):
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DEBUG Segment 143 (NLMS Block 512 (5min)):
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DEBUG Segment 144 (NLMS Block 512 (5min)):
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DEBUG Segment 145 (NLMS Block 512 (5min)):
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DEBUG Segment 146 (NLMS Block 512 (5min)):
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DEBUG Segment 147 (NLMS Block 512 (5min)):
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DEBUG Segment 148 (NLMS Block 512 (5min)):
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DEBUG Segment 149 (NLMS Block 512 (5min)):
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DEBUG Segment 150 (NLMS Block 512 (5min)):
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DEBUG Segment 151 (NLMS Block 512 (5min)):
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DEBUG Segment 152 (NLMS Block 512 (5min)):
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DEBUG Segment 153 (NLMS Block 512 (5min)):
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DEBUG Segment 154 (NLMS Block 512 (5min)):
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DEBUG Segment 155 (NLMS Block 512 (5min)):
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DEBUG Segment 156 (NLMS Block 512 (5min)):
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DEBUG Segment 157 (NLMS Block 512 (5min)):
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DEBUG Segment 158 (NLMS Block 512 (5min)):
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DEBUG Segment 159 (NLMS Block 512 (5min)):
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DEBUG Segment 160 (NLMS Block 512 (5min)):
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DEBUG Segment 161 (NLMS Block 512 (5min)):
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DEBUG Segment 162 (NLMS Block 512 (5min)):
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DEBUG Segment 163 (NLMS Block 512 (5min)):
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DEBUG Segment 164 (NLMS Block 512 (5min)):
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DEBUG Segment 165 (NLMS Block 512 (5min)):
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DEBUG Segment 166 (NLMS Block 512 (5min)):
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DEBUG Segment 167 (NLMS Block 512 (5min)):
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DEBUG Segment 168 (NLMS Block 512 (5min)):
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DEBUG Segment 169 (NLMS Block 512 (5min)):
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DEBUG Segment 170 (NLMS Block 512 (5min)):
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DEBUG Segment 171 (NLMS Block 512 (5min)):
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DEBUG Segment 172 (NLMS Block 512 (5min)):
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DEBUG Segment 173 (NLMS Block 512 (5min)):
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DEBUG Segment 174 (NLMS Block 512 (5min)):
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DEBUG Segment 175 (NLMS Block 512 (5min)):
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DEBUG Segment 176 (NLMS Block 512 (5min)):
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DEBUG Segment 177 (NLMS Block 512 (5min)):
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DEBUG Segment 178 (NLMS Block 512 (5min)):
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DEBUG Segment 179 (NLMS Block 512 (5min)):
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DEBUG Segment 180 (NLMS Block 512 (5min)):
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DEBUG Segment 181 (NLMS Block 512 (5min)):
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DEBUG Segment 182 (NLMS Block 512 (5min)):
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DEBUG Segment 183 (NLMS Block 512 (5min)):
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DEBUG Segment 184 (NLMS Block 512 (5min)):
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DEBUG Segment 185 (NLMS Block 512 (5min)):
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DEBUG Segment 186 (NLMS Block 512 (5min)):
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DEBUG Segment 187 (NLMS Block 512 (5min)):
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DEBUG Segment 188 (NLMS Block 512 (5min)):
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DEBUG Segment 189 (NLMS Block 512 (5min)):
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DEBUG Segment 190 (NLMS Block 512 (5min)):
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DEBUG Segment 191 (NLMS Block 512 (5min)):
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DEBUG Segment 192 (NLMS Block 512 (5min)):
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DEBUG Segment 193 (NLMS Block 512 (5min)):
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DEBUG Segment 194 (NLMS Block 512 (5min)):
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DEBUG Segment 195 (NLMS Block 512 (5min)):
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DEBUG Segment 196 (NLMS Block 512 (5min)):
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DEBUG Segment 197 (NLMS Block 512 (5min)):
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DEBUG Segment 198 (NLMS Block 512 (5min)):
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DEBUG Segment 199 (NLMS Block 512 (5min)):
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DEBUG Segment 200 (NLMS Block 512 (5min)):
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DEBUG Segment 201 (NLMS Block 512 (5min)):
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DEBUG Segment 202 (NLMS Block 512 (5min)):
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DEBUG Segment 203 (NLMS Block 512 (5min)):
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DEBUG Segment 204 (NLMS Block 512 (5min)):
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DEBUG Segment 205 (NLMS Block 512 (5min)):
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DEBUG Segment 206 (NLMS Block 512 (5min)):
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DEBUG Segment 207 (NLMS Block 512 (5min)):
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DEBUG Segment 208 (NLMS Block 512 (5min)):
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DEBUG Segment 209 (NLMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 210 (NLMS Block 512 (5min)):
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L2 calculation: 0.0
---- NLMS Block 512 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added NLMS results for Block 512: CR Rice=1.632, CR Huff=1.765, mean L2=29.63491
Best params for GASS Block 512 (10s): {'order': 4, 'mu': 1e-07, 'rho': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (GASS Block 512 (5min)):
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DEBUG Segment 1 (GASS Block 512 (5min)):
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DEBUG Segment 2 (GASS Block 512 (5min)):
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DEBUG Segment 3 (GASS Block 512 (5min)):
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DEBUG Segment 4 (GASS Block 512 (5min)):
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DEBUG Segment 5 (GASS Block 512 (5min)):
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DEBUG Segment 6 (GASS Block 512 (5min)):
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DEBUG Segment 7 (GASS Block 512 (5min)):
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DEBUG Segment 8 (GASS Block 512 (5min)):
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DEBUG Segment 9 (GASS Block 512 (5min)):
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DEBUG Segment 10 (GASS Block 512 (5min)):
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DEBUG Segment 11 (GASS Block 512 (5min)):
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DEBUG Segment 12 (GASS Block 512 (5min)):
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DEBUG Segment 13 (GASS Block 512 (5min)):
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DEBUG Segment 14 (GASS Block 512 (5min)):
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DEBUG Segment 15 (GASS Block 512 (5min)):
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DEBUG Segment 16 (GASS Block 512 (5min)):
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DEBUG Segment 17 (GASS Block 512 (5min)):
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DEBUG Segment 18 (GASS Block 512 (5min)):
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DEBUG Segment 19 (GASS Block 512 (5min)):
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DEBUG Segment 20 (GASS Block 512 (5min)):
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DEBUG Segment 21 (GASS Block 512 (5min)):
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DEBUG Segment 22 (GASS Block 512 (5min)):
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DEBUG Segment 23 (GASS Block 512 (5min)):
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DEBUG Segment 24 (GASS Block 512 (5min)):
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DEBUG Segment 25 (GASS Block 512 (5min)):
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DEBUG Segment 26 (GASS Block 512 (5min)):
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DEBUG Segment 27 (GASS Block 512 (5min)):
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DEBUG Segment 28 (GASS Block 512 (5min)):
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DEBUG Segment 29 (GASS Block 512 (5min)):
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DEBUG Segment 30 (GASS Block 512 (5min)):
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DEBUG Segment 31 (GASS Block 512 (5min)):
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DEBUG Segment 32 (GASS Block 512 (5min)):
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DEBUG Segment 33 (GASS Block 512 (5min)):
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DEBUG Segment 34 (GASS Block 512 (5min)):
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DEBUG Segment 35 (GASS Block 512 (5min)):
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DEBUG Segment 36 (GASS Block 512 (5min)):
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DEBUG Segment 37 (GASS Block 512 (5min)):
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DEBUG Segment 38 (GASS Block 512 (5min)):
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DEBUG Segment 39 (GASS Block 512 (5min)):
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DEBUG Segment 40 (GASS Block 512 (5min)):
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DEBUG Segment 41 (GASS Block 512 (5min)):
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DEBUG Segment 42 (GASS Block 512 (5min)):
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DEBUG Segment 43 (GASS Block 512 (5min)):
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DEBUG Segment 44 (GASS Block 512 (5min)):
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DEBUG Segment 45 (GASS Block 512 (5min)):
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DEBUG Segment 46 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 47 (GASS Block 512 (5min)):
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DEBUG Segment 48 (GASS Block 512 (5min)):
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DEBUG Segment 49 (GASS Block 512 (5min)):
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DEBUG Segment 50 (GASS Block 512 (5min)):
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DEBUG Segment 51 (GASS Block 512 (5min)):
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DEBUG Segment 52 (GASS Block 512 (5min)):
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DEBUG Segment 53 (GASS Block 512 (5min)):
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DEBUG Segment 54 (GASS Block 512 (5min)):
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DEBUG Segment 55 (GASS Block 512 (5min)):
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DEBUG Segment 56 (GASS Block 512 (5min)):
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DEBUG Segment 57 (GASS Block 512 (5min)):
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DEBUG Segment 58 (GASS Block 512 (5min)):
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DEBUG Segment 59 (GASS Block 512 (5min)):
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DEBUG Segment 60 (GASS Block 512 (5min)):
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DEBUG Segment 61 (GASS Block 512 (5min)):
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DEBUG Segment 62 (GASS Block 512 (5min)):
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DEBUG Segment 63 (GASS Block 512 (5min)):
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DEBUG Segment 64 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 153 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 154 (GASS Block 512 (5min)):
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DEBUG Segment 155 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 156 (GASS Block 512 (5min)):
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DEBUG Segment 157 (GASS Block 512 (5min)):
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DEBUG Segment 158 (GASS Block 512 (5min)):
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DEBUG Segment 159 (GASS Block 512 (5min)):
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DEBUG Segment 160 (GASS Block 512 (5min)):
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DEBUG Segment 161 (GASS Block 512 (5min)):
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DEBUG Segment 162 (GASS Block 512 (5min)):
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DEBUG Segment 163 (GASS Block 512 (5min)):
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DEBUG Segment 164 (GASS Block 512 (5min)):
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DEBUG Segment 165 (GASS Block 512 (5min)):
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DEBUG Segment 166 (GASS Block 512 (5min)):
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DEBUG Segment 167 (GASS Block 512 (5min)):
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DEBUG Segment 168 (GASS Block 512 (5min)):
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DEBUG Segment 169 (GASS Block 512 (5min)):
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DEBUG Segment 170 (GASS Block 512 (5min)):
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DEBUG Segment 171 (GASS Block 512 (5min)):
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DEBUG Segment 172 (GASS Block 512 (5min)):
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DEBUG Segment 173 (GASS Block 512 (5min)):
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DEBUG Segment 174 (GASS Block 512 (5min)):
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DEBUG Segment 175 (GASS Block 512 (5min)):
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DEBUG Segment 176 (GASS Block 512 (5min)):
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DEBUG Segment 177 (GASS Block 512 (5min)):
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DEBUG Segment 178 (GASS Block 512 (5min)):
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DEBUG Segment 179 (GASS Block 512 (5min)):
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DEBUG Segment 180 (GASS Block 512 (5min)):
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DEBUG Segment 181 (GASS Block 512 (5min)):
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DEBUG Segment 182 (GASS Block 512 (5min)):
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DEBUG Segment 183 (GASS Block 512 (5min)):
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DEBUG Segment 184 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 185 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 186 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 187 (GASS Block 512 (5min)):
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DEBUG Segment 188 (GASS Block 512 (5min)):
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DEBUG Segment 189 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 190 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 191 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 192 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 193 (GASS Block 512 (5min)):
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DEBUG Segment 194 (GASS Block 512 (5min)):
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DEBUG Segment 195 (GASS Block 512 (5min)):
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DEBUG Segment 196 (GASS Block 512 (5min)):
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DEBUG Segment 197 (GASS Block 512 (5min)):
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DEBUG Segment 198 (GASS Block 512 (5min)):
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DEBUG Segment 199 (GASS Block 512 (5min)):
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DEBUG Segment 200 (GASS Block 512 (5min)):
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DEBUG Segment 201 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 202 (GASS Block 512 (5min)):
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DEBUG Segment 203 (GASS Block 512 (5min)):
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DEBUG Segment 204 (GASS Block 512 (5min)):
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DEBUG Segment 205 (GASS Block 512 (5min)):
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DEBUG Segment 206 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 207 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 208 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 209 (GASS Block 512 (5min)):
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Recon[4:9]:    [-50 -48 -47 -46 -50]
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L2 calculation: 0.0

DEBUG Segment 210 (GASS Block 512 (5min)):
Original[4:9]: [-55 -53 -56 -55 -52]
Recon[4:9]:    [-55 -53 -56 -55 -52]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- GASS Block 512 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added GASS results for Block 512: CR Rice=2.159, CR Huff=2.254, mean L2=13.06161
Best params for LMS Block 1024 (10s): {'order': 4, 'mu': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-89 -89 -89 -89 -90]
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L2 calculation: 0.0

DEBUG Segment 1 (LMS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 2 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-104 -105 -106 -104 -101]
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L2 calculation: 0.0

DEBUG Segment 3 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-86 -86 -86 -84 -87]
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L2 calculation: 0.0

DEBUG Segment 4 (LMS Block 1024 (5min)):
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Recon[4:9]:    [221 234 246 232 208]
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L2 calculation: 0.0

DEBUG Segment 5 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-69 -69 -69 -73 -73]
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L2 calculation: 0.0

DEBUG Segment 6 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-64 -66 -67 -68 -72]
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L2 calculation: 0.0

DEBUG Segment 7 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-57 -60 -59 -55 -50]
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L2 calculation: 0.0

DEBUG Segment 8 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-63 -63 -64 -66 -62]
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L2 calculation: 0.0

DEBUG Segment 9 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-42 -42 -40 -38 -39]
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L2 calculation: 0.0

DEBUG Segment 10 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-63 -64 -66 -66 -66]
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L2 calculation: 0.0

DEBUG Segment 11 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-18 -21 -23 -26 -26]
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L2 calculation: 0.0

DEBUG Segment 12 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-14 -11 -12 -16 -17]
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L2 calculation: 0.0

DEBUG Segment 13 (LMS Block 1024 (5min)):
Original[4:9]: [-77 -78 -77 -78 -75]
Recon[4:9]:    [-77 -78 -77 -78 -75]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (LMS Block 1024 (5min)):
Original[4:9]: [-61 -57 -54 -52 -47]
Recon[4:9]:    [-61 -57 -54 -52 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (LMS Block 1024 (5min)):
Original[4:9]: [-80 -79 -80 -81 -80]
Recon[4:9]:    [-80 -79 -80 -81 -80]
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L2 calculation: 0.0

DEBUG Segment 16 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-80 -82 -80 -78 -77]
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L2 calculation: 0.0

DEBUG Segment 17 (LMS Block 1024 (5min)):
Original[4:9]: [-47 -58 -69 -83 -91]
Recon[4:9]:    [-47 -58 -69 -83 -91]
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L2 calculation: 0.0

DEBUG Segment 18 (LMS Block 1024 (5min)):
Original[4:9]: [ 18   3 -15 -35 -49]
Recon[4:9]:    [ 18   3 -15 -35 -49]
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L2 calculation: 0.0

DEBUG Segment 19 (LMS Block 1024 (5min)):
Original[4:9]: [-48 -47 -46 -43 -43]
Recon[4:9]:    [-48 -47 -46 -43 -43]
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L2 calculation: 0.0

DEBUG Segment 20 (LMS Block 1024 (5min)):
Original[4:9]: [-63 -65 -67 -64 -63]
Recon[4:9]:    [-63 -65 -67 -64 -63]
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L2 calculation: 0.0

DEBUG Segment 21 (LMS Block 1024 (5min)):
Original[4:9]: [-9 -6 -5 -7 -9]
Recon[4:9]:    [-9 -6 -5 -7 -9]
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L2 calculation: 0.0

DEBUG Segment 22 (LMS Block 1024 (5min)):
Original[4:9]: [-36 -40 -38 -31 -29]
Recon[4:9]:    [-36 -40 -38 -31 -29]
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L2 calculation: 0.0

DEBUG Segment 23 (LMS Block 1024 (5min)):
Original[4:9]: [-62 -66 -70 -69 -68]
Recon[4:9]:    [-62 -66 -70 -69 -68]
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L2 calculation: 0.0

DEBUG Segment 24 (LMS Block 1024 (5min)):
Original[4:9]: [-61 -62 -60 -63 -63]
Recon[4:9]:    [-61 -62 -60 -63 -63]
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L2 calculation: 0.0

DEBUG Segment 25 (LMS Block 1024 (5min)):
Original[4:9]: [-43 -46 -43 -40 -42]
Recon[4:9]:    [-43 -46 -43 -40 -42]
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L2 calculation: 0.0

DEBUG Segment 26 (LMS Block 1024 (5min)):
Original[4:9]: [-22 -23 -27 -33 -34]
Recon[4:9]:    [-22 -23 -27 -33 -34]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (LMS Block 1024 (5min)):
Original[4:9]: [-31 -26 -25 -27 -34]
Recon[4:9]:    [-31 -26 -25 -27 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (LMS Block 1024 (5min)):
Original[4:9]: [-38 -45 -40 -34 -25]
Recon[4:9]:    [-38 -45 -40 -34 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (LMS Block 1024 (5min)):
Original[4:9]: [-35 -31 -33 -32 -37]
Recon[4:9]:    [-35 -31 -33 -32 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (LMS Block 1024 (5min)):
Original[4:9]: [-100  -98  -94  -94  -95]
Recon[4:9]:    [-100  -98  -94  -94  -95]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (LMS Block 1024 (5min)):
Original[4:9]: [-72 -71 -70 -64 -59]
Recon[4:9]:    [-72 -71 -70 -64 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (LMS Block 1024 (5min)):
Original[4:9]: [ -97  -98 -100 -100 -103]
Recon[4:9]:    [ -97  -98 -100 -100 -103]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (LMS Block 1024 (5min)):
Original[4:9]: [-81 -80 -80 -80 -79]
Recon[4:9]:    [-81 -80 -80 -80 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (LMS Block 1024 (5min)):
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Recon[4:9]:    [234 202 178 159 140]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (LMS Block 1024 (5min)):
Original[4:9]: [-40 -53 -68 -81 -86]
Recon[4:9]:    [-40 -53 -68 -81 -86]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (LMS Block 1024 (5min)):
Original[4:9]: [-113 -111 -108 -105 -102]
Recon[4:9]:    [-113 -111 -108 -105 -102]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (LMS Block 1024 (5min)):
Original[4:9]: [-52 -52 -53 -53 -51]
Recon[4:9]:    [-52 -52 -53 -53 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (LMS Block 1024 (5min)):
Original[4:9]: [-56 -59 -62 -64 -68]
Recon[4:9]:    [-56 -59 -62 -64 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (LMS Block 1024 (5min)):
Original[4:9]: [-75 -70 -64 -66 -62]
Recon[4:9]:    [-75 -70 -64 -66 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (LMS Block 1024 (5min)):
Original[4:9]: [-28 -40 -55 -61 -65]
Recon[4:9]:    [-28 -40 -55 -61 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (LMS Block 1024 (5min)):
Original[4:9]: [-53 -56 -59 -58 -58]
Recon[4:9]:    [-53 -56 -59 -58 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (LMS Block 1024 (5min)):
Original[4:9]: [-29 -34 -41 -53 -63]
Recon[4:9]:    [-29 -34 -41 -53 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (LMS Block 1024 (5min)):
Original[4:9]: [-67 -71 -72 -69 -64]
Recon[4:9]:    [-67 -71 -72 -69 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (LMS Block 1024 (5min)):
Original[4:9]: [-66 -69 -69 -67 -56]
Recon[4:9]:    [-66 -69 -69 -67 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (LMS Block 1024 (5min)):
Original[4:9]: [-59 -58 -60 -58 -61]
Recon[4:9]:    [-59 -58 -60 -58 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (LMS Block 1024 (5min)):
Original[4:9]: [227 194 164 145 126]
Recon[4:9]:    [227 194 164 145 126]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (LMS Block 1024 (5min)):
Original[4:9]: [ 20  54  94 132 166]
Recon[4:9]:    [ 20  54  94 132 166]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (LMS Block 1024 (5min)):
Original[4:9]: [ -7 -24 -42 -53 -65]
Recon[4:9]:    [ -7 -24 -42 -53 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (LMS Block 1024 (5min)):
Original[4:9]: [-58 -60 -60 -63 -65]
Recon[4:9]:    [-58 -60 -60 -63 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (LMS Block 1024 (5min)):
Original[4:9]: [200 229 248 254 237]
Recon[4:9]:    [200 229 248 254 237]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (LMS Block 1024 (5min)):
Original[4:9]: [-73 -71 -70 -70 -71]
Recon[4:9]:    [-73 -71 -70 -70 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (LMS Block 1024 (5min)):
Original[4:9]: [-64 -66 -65 -66 -64]
Recon[4:9]:    [-64 -66 -65 -66 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 53 (LMS Block 1024 (5min)):
Original[4:9]: [-20 -19 -18 -17 -19]
Recon[4:9]:    [-20 -19 -18 -17 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 54 (LMS Block 1024 (5min)):
Original[4:9]: [-24 -24 -27 -32 -42]
Recon[4:9]:    [-24 -24 -27 -32 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 55 (LMS Block 1024 (5min)):
Original[4:9]: [-37 -36 -38 -38 -36]
Recon[4:9]:    [-37 -36 -38 -38 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 56 (LMS Block 1024 (5min)):
Original[4:9]: [-157 -155 -153 -149 -148]
Recon[4:9]:    [-157 -155 -153 -149 -148]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 57 (LMS Block 1024 (5min)):
Original[4:9]: [-55 -54 -52 -55 -55]
Recon[4:9]:    [-55 -54 -52 -55 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 58 (LMS Block 1024 (5min)):
Original[4:9]: [-60 -60 -63 -59 -61]
Recon[4:9]:    [-60 -60 -63 -59 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 59 (LMS Block 1024 (5min)):
Original[4:9]: [-70 -71 -70 -72 -75]
Recon[4:9]:    [-70 -71 -70 -72 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 60 (LMS Block 1024 (5min)):
Original[4:9]: [-54 -55 -52 -50 -54]
Recon[4:9]:    [-54 -55 -52 -50 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 61 (LMS Block 1024 (5min)):
Original[4:9]: [-49 -49 -52 -51 -50]
Recon[4:9]:    [-49 -49 -52 -51 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 62 (LMS Block 1024 (5min)):
Original[4:9]: [-55 -55 -55 -62 -64]
Recon[4:9]:    [-55 -55 -55 -62 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 63 (LMS Block 1024 (5min)):
Original[4:9]: [-39 -39 -37 -39 -42]
Recon[4:9]:    [-39 -39 -37 -39 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 64 (LMS Block 1024 (5min)):
Original[4:9]: [-38 -41 -40 -41 -39]
Recon[4:9]:    [-38 -41 -40 -41 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 65 (LMS Block 1024 (5min)):
Original[4:9]: [-57 -59 -55 -59 -60]
Recon[4:9]:    [-57 -59 -55 -59 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 66 (LMS Block 1024 (5min)):
Original[4:9]: [-39 -39 -34 -35 -35]
Recon[4:9]:    [-39 -39 -34 -35 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 67 (LMS Block 1024 (5min)):
Original[4:9]: [-31 -31 -26 -22 -22]
Recon[4:9]:    [-31 -31 -26 -22 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 68 (LMS Block 1024 (5min)):
Original[4:9]: [-54 -56 -61 -65 -63]
Recon[4:9]:    [-54 -56 -61 -65 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 69 (LMS Block 1024 (5min)):
Original[4:9]: [-65 -65 -64 -64 -66]
Recon[4:9]:    [-65 -65 -64 -64 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 70 (LMS Block 1024 (5min)):
Original[4:9]: [-13 -16 -18 -19 -19]
Recon[4:9]:    [-13 -16 -18 -19 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 71 (LMS Block 1024 (5min)):
Original[4:9]: [-37 -32 -31 -32 -33]
Recon[4:9]:    [-37 -32 -31 -32 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 72 (LMS Block 1024 (5min)):
Original[4:9]: [-56 -53 -49 -46 -46]
Recon[4:9]:    [-56 -53 -49 -46 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 73 (LMS Block 1024 (5min)):
Original[4:9]: [-4 -1  0  3  2]
Recon[4:9]:    [-4 -1  0  3  2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 74 (LMS Block 1024 (5min)):
Original[4:9]: [-73 -74 -76 -74 -73]
Recon[4:9]:    [-73 -74 -76 -74 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 75 (LMS Block 1024 (5min)):
Original[4:9]: [-99 -97 -95 -95 -97]
Recon[4:9]:    [-99 -97 -95 -95 -97]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 76 (LMS Block 1024 (5min)):
Original[4:9]: [-101  -98  -92  -88  -90]
Recon[4:9]:    [-101  -98  -92  -88  -90]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 77 (LMS Block 1024 (5min)):
Original[4:9]: [-88 -87 -88 -88 -88]
Recon[4:9]:    [-88 -87 -88 -88 -88]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 78 (LMS Block 1024 (5min)):
Original[4:9]: [-83 -85 -90 -96 -99]
Recon[4:9]:    [-83 -85 -90 -96 -99]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 79 (LMS Block 1024 (5min)):
Original[4:9]: [ -95  -96  -96 -102 -106]
Recon[4:9]:    [ -95  -96  -96 -102 -106]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 80 (LMS Block 1024 (5min)):
Original[4:9]: [-79 -85 -91 -94 -97]
Recon[4:9]:    [-79 -85 -91 -94 -97]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 81 (LMS Block 1024 (5min)):
Original[4:9]: [ -73  -84  -96 -103 -109]
Recon[4:9]:    [ -73  -84  -96 -103 -109]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 82 (LMS Block 1024 (5min)):
Original[4:9]: [218 195 172 147 113]
Recon[4:9]:    [218 195 172 147 113]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 83 (LMS Block 1024 (5min)):
Original[4:9]: [ 59  99 141 180 206]
Recon[4:9]:    [ 59  99 141 180 206]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 84 (LMS Block 1024 (5min)):
Original[4:9]: [-19   8  38  68 101]
Recon[4:9]:    [-19   8  38  68 101]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 85 (LMS Block 1024 (5min)):
Original[4:9]: [-44 -43 -43 -42 -42]
Recon[4:9]:    [-44 -43 -43 -42 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 86 (LMS Block 1024 (5min)):
Original[4:9]: [-37 -38 -36 -32 -29]
Recon[4:9]:    [-37 -38 -36 -32 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 87 (LMS Block 1024 (5min)):
Original[4:9]: [-20 -13 -15 -21 -26]
Recon[4:9]:    [-20 -13 -15 -21 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 88 (LMS Block 1024 (5min)):
Original[4:9]: [-19 -21 -22 -18 -18]
Recon[4:9]:    [-19 -21 -22 -18 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 89 (LMS Block 1024 (5min)):
Original[4:9]: [-29 -28 -28 -27 -24]
Recon[4:9]:    [-29 -28 -28 -27 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 90 (LMS Block 1024 (5min)):
Original[4:9]: [-41 -41 -44 -45 -42]
Recon[4:9]:    [-41 -41 -44 -45 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 91 (LMS Block 1024 (5min)):
Original[4:9]: [-14 -16 -26 -36 -37]
Recon[4:9]:    [-14 -16 -26 -36 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 92 (LMS Block 1024 (5min)):
Original[4:9]: [-31 -30 -28 -27 -28]
Recon[4:9]:    [-31 -30 -28 -27 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 93 (LMS Block 1024 (5min)):
Original[4:9]: [-88 -91 -92 -93 -91]
Recon[4:9]:    [-88 -91 -92 -93 -91]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 94 (LMS Block 1024 (5min)):
Original[4:9]: [-77 -72 -69 -69 -71]
Recon[4:9]:    [-77 -72 -69 -69 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 95 (LMS Block 1024 (5min)):
Original[4:9]: [-71 -71 -70 -65 -61]
Recon[4:9]:    [-71 -71 -70 -65 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 96 (LMS Block 1024 (5min)):
Original[4:9]: [ -96  -98  -99 -101 -101]
Recon[4:9]:    [ -96  -98  -99 -101 -101]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 97 (LMS Block 1024 (5min)):
Original[4:9]: [-35 -10  21  56  86]
Recon[4:9]:    [-35 -10  21  56  86]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 98 (LMS Block 1024 (5min)):
Original[4:9]: [-70 -67 -65 -67 -64]
Recon[4:9]:    [-70 -67 -65 -67 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 99 (LMS Block 1024 (5min)):
Original[4:9]: [-19 -15 -15 -14 -16]
Recon[4:9]:    [-19 -15 -15 -14 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 100 (LMS Block 1024 (5min)):
Original[4:9]: [-26 -22 -27 -30 -29]
Recon[4:9]:    [-26 -22 -27 -30 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 101 (LMS Block 1024 (5min)):
Original[4:9]: [-29 -21 -16 -11 -12]
Recon[4:9]:    [-29 -21 -16 -11 -12]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 102 (LMS Block 1024 (5min)):
Original[4:9]: [-31 -31 -31 -28 -21]
Recon[4:9]:    [-31 -31 -31 -28 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 103 (LMS Block 1024 (5min)):
Original[4:9]: [-55 -51 -50 -54 -58]
Recon[4:9]:    [-55 -51 -50 -54 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 104 (LMS Block 1024 (5min)):
Original[4:9]: [-67 -65 -63 -57 -57]
Recon[4:9]:    [-67 -65 -63 -57 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 105 (LMS Block 1024 (5min)):
Original[4:9]: [-55 -53 -56 -55 -52]
Recon[4:9]:    [-55 -53 -56 -55 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- LMS Block 1024 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added LMS results for Block 1024: CR Rice=1.843, CR Huff=1.976, mean L2=20.61713
Best params for NLMS Block 1024 (10s): {'order': 4, 'mu': 0.01} (avg l2-norm=0.00000)

DEBUG Segment 0 (NLMS Block 1024 (5min)):
Original[4:9]: [-89 -89 -89 -89 -90]
Recon[4:9]:    [-89 -89 -89 -89 -90]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (NLMS Block 1024 (5min)):
Original[4:9]: [ -97 -100  -99  -97  -95]
Recon[4:9]:    [ -97 -100  -99  -97  -95]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (NLMS Block 1024 (5min)):
Original[4:9]: [-104 -105 -106 -104 -101]
Recon[4:9]:    [-104 -105 -106 -104 -101]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (NLMS Block 1024 (5min)):
Original[4:9]: [-86 -86 -86 -84 -87]
Recon[4:9]:    [-86 -86 -86 -84 -87]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (NLMS Block 1024 (5min)):
Original[4:9]: [221 234 246 232 208]
Recon[4:9]:    [221 234 246 232 208]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (NLMS Block 1024 (5min)):
Original[4:9]: [-69 -69 -69 -73 -73]
Recon[4:9]:    [-69 -69 -69 -73 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (NLMS Block 1024 (5min)):
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DEBUG Segment 7 (NLMS Block 1024 (5min)):
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DEBUG Segment 8 (NLMS Block 1024 (5min)):
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DEBUG Segment 9 (NLMS Block 1024 (5min)):
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DEBUG Segment 10 (NLMS Block 1024 (5min)):
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DEBUG Segment 11 (NLMS Block 1024 (5min)):
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DEBUG Segment 12 (NLMS Block 1024 (5min)):
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DEBUG Segment 13 (NLMS Block 1024 (5min)):
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DEBUG Segment 14 (NLMS Block 1024 (5min)):
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DEBUG Segment 15 (NLMS Block 1024 (5min)):
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DEBUG Segment 16 (NLMS Block 1024 (5min)):
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DEBUG Segment 17 (NLMS Block 1024 (5min)):
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DEBUG Segment 18 (NLMS Block 1024 (5min)):
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DEBUG Segment 19 (NLMS Block 1024 (5min)):
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DEBUG Segment 20 (NLMS Block 1024 (5min)):
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DEBUG Segment 21 (NLMS Block 1024 (5min)):
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DEBUG Segment 22 (NLMS Block 1024 (5min)):
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DEBUG Segment 23 (NLMS Block 1024 (5min)):
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DEBUG Segment 24 (NLMS Block 1024 (5min)):
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DEBUG Segment 25 (NLMS Block 1024 (5min)):
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DEBUG Segment 26 (NLMS Block 1024 (5min)):
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DEBUG Segment 27 (NLMS Block 1024 (5min)):
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DEBUG Segment 28 (NLMS Block 1024 (5min)):
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DEBUG Segment 29 (NLMS Block 1024 (5min)):
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DEBUG Segment 30 (NLMS Block 1024 (5min)):
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DEBUG Segment 31 (NLMS Block 1024 (5min)):
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DEBUG Segment 32 (NLMS Block 1024 (5min)):
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DEBUG Segment 33 (NLMS Block 1024 (5min)):
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DEBUG Segment 34 (NLMS Block 1024 (5min)):
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DEBUG Segment 35 (NLMS Block 1024 (5min)):
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DEBUG Segment 36 (NLMS Block 1024 (5min)):
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DEBUG Segment 37 (NLMS Block 1024 (5min)):
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DEBUG Segment 38 (NLMS Block 1024 (5min)):
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DEBUG Segment 39 (NLMS Block 1024 (5min)):
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DEBUG Segment 40 (NLMS Block 1024 (5min)):
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DEBUG Segment 41 (NLMS Block 1024 (5min)):
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DEBUG Segment 42 (NLMS Block 1024 (5min)):
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DEBUG Segment 43 (NLMS Block 1024 (5min)):
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DEBUG Segment 44 (NLMS Block 1024 (5min)):
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DEBUG Segment 45 (NLMS Block 1024 (5min)):
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DEBUG Segment 46 (NLMS Block 1024 (5min)):
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DEBUG Segment 47 (NLMS Block 1024 (5min)):
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DEBUG Segment 48 (NLMS Block 1024 (5min)):
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DEBUG Segment 49 (NLMS Block 1024 (5min)):
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DEBUG Segment 50 (NLMS Block 1024 (5min)):
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DEBUG Segment 51 (NLMS Block 1024 (5min)):
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DEBUG Segment 52 (NLMS Block 1024 (5min)):
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DEBUG Segment 53 (NLMS Block 1024 (5min)):
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DEBUG Segment 54 (NLMS Block 1024 (5min)):
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DEBUG Segment 55 (NLMS Block 1024 (5min)):
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DEBUG Segment 56 (NLMS Block 1024 (5min)):
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DEBUG Segment 57 (NLMS Block 1024 (5min)):
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DEBUG Segment 58 (NLMS Block 1024 (5min)):
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DEBUG Segment 59 (NLMS Block 1024 (5min)):
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DEBUG Segment 60 (NLMS Block 1024 (5min)):
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DEBUG Segment 61 (NLMS Block 1024 (5min)):
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DEBUG Segment 62 (NLMS Block 1024 (5min)):
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DEBUG Segment 63 (NLMS Block 1024 (5min)):
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DEBUG Segment 64 (NLMS Block 1024 (5min)):
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DEBUG Segment 65 (NLMS Block 1024 (5min)):
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DEBUG Segment 66 (NLMS Block 1024 (5min)):
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DEBUG Segment 67 (NLMS Block 1024 (5min)):
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DEBUG Segment 68 (NLMS Block 1024 (5min)):
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DEBUG Segment 69 (NLMS Block 1024 (5min)):
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DEBUG Segment 70 (NLMS Block 1024 (5min)):
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DEBUG Segment 71 (NLMS Block 1024 (5min)):
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DEBUG Segment 72 (NLMS Block 1024 (5min)):
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DEBUG Segment 73 (NLMS Block 1024 (5min)):
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DEBUG Segment 74 (NLMS Block 1024 (5min)):
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DEBUG Segment 75 (NLMS Block 1024 (5min)):
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DEBUG Segment 76 (NLMS Block 1024 (5min)):
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DEBUG Segment 77 (NLMS Block 1024 (5min)):
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DEBUG Segment 78 (NLMS Block 1024 (5min)):
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DEBUG Segment 79 (NLMS Block 1024 (5min)):
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DEBUG Segment 80 (NLMS Block 1024 (5min)):
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DEBUG Segment 81 (NLMS Block 1024 (5min)):
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DEBUG Segment 82 (NLMS Block 1024 (5min)):
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DEBUG Segment 83 (NLMS Block 1024 (5min)):
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DEBUG Segment 84 (NLMS Block 1024 (5min)):
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DEBUG Segment 85 (NLMS Block 1024 (5min)):
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DEBUG Segment 86 (NLMS Block 1024 (5min)):
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DEBUG Segment 87 (NLMS Block 1024 (5min)):
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DEBUG Segment 88 (NLMS Block 1024 (5min)):
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DEBUG Segment 89 (NLMS Block 1024 (5min)):
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DEBUG Segment 90 (NLMS Block 1024 (5min)):
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DEBUG Segment 91 (NLMS Block 1024 (5min)):
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DEBUG Segment 92 (NLMS Block 1024 (5min)):
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DEBUG Segment 93 (NLMS Block 1024 (5min)):
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Recon[4:9]:    [-88 -91 -92 -93 -91]
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DEBUG Segment 94 (NLMS Block 1024 (5min)):
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DEBUG Segment 95 (NLMS Block 1024 (5min)):
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DEBUG Segment 96 (NLMS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 97 (NLMS Block 1024 (5min)):
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DEBUG Segment 98 (NLMS Block 1024 (5min)):
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DEBUG Segment 99 (NLMS Block 1024 (5min)):
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DEBUG Segment 100 (NLMS Block 1024 (5min)):
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DEBUG Segment 101 (NLMS Block 1024 (5min)):
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Recon[4:9]:    [-29 -21 -16 -11 -12]
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DEBUG Segment 102 (NLMS Block 1024 (5min)):
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Recon[4:9]:    [-31 -31 -31 -28 -21]
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DEBUG Segment 103 (NLMS Block 1024 (5min)):
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DEBUG Segment 104 (NLMS Block 1024 (5min)):
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Recon[4:9]:    [-67 -65 -63 -57 -57]
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L2 calculation: 0.0

DEBUG Segment 105 (NLMS Block 1024 (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- NLMS Block 1024 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added NLMS results for Block 1024: CR Rice=1.779, CR Huff=1.912, mean L2=23.82364
Best params for GASS Block 1024 (10s): {'order': 4, 'mu': 1e-07, 'rho': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (GASS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 1 (GASS Block 1024 (5min)):
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DEBUG Segment 2 (GASS Block 1024 (5min)):
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DEBUG Segment 3 (GASS Block 1024 (5min)):
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DEBUG Segment 4 (GASS Block 1024 (5min)):
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DEBUG Segment 5 (GASS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 6 (GASS Block 1024 (5min)):
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DEBUG Segment 7 (GASS Block 1024 (5min)):
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DEBUG Segment 8 (GASS Block 1024 (5min)):
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DEBUG Segment 9 (GASS Block 1024 (5min)):
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DEBUG Segment 10 (GASS Block 1024 (5min)):
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DEBUG Segment 11 (GASS Block 1024 (5min)):
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DEBUG Segment 12 (GASS Block 1024 (5min)):
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DEBUG Segment 13 (GASS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 14 (GASS Block 1024 (5min)):
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DEBUG Segment 15 (GASS Block 1024 (5min)):
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DEBUG Segment 16 (GASS Block 1024 (5min)):
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DEBUG Segment 17 (GASS Block 1024 (5min)):
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DEBUG Segment 18 (GASS Block 1024 (5min)):
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DEBUG Segment 19 (GASS Block 1024 (5min)):
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DEBUG Segment 20 (GASS Block 1024 (5min)):
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DEBUG Segment 21 (GASS Block 1024 (5min)):
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DEBUG Segment 22 (GASS Block 1024 (5min)):
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DEBUG Segment 23 (GASS Block 1024 (5min)):
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DEBUG Segment 24 (GASS Block 1024 (5min)):
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DEBUG Segment 25 (GASS Block 1024 (5min)):
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DEBUG Segment 26 (GASS Block 1024 (5min)):
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DEBUG Segment 27 (GASS Block 1024 (5min)):
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DEBUG Segment 28 (GASS Block 1024 (5min)):
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DEBUG Segment 29 (GASS Block 1024 (5min)):
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DEBUG Segment 30 (GASS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 31 (GASS Block 1024 (5min)):
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DEBUG Segment 32 (GASS Block 1024 (5min)):
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DEBUG Segment 33 (GASS Block 1024 (5min)):
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DEBUG Segment 34 (GASS Block 1024 (5min)):
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DEBUG Segment 35 (GASS Block 1024 (5min)):
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DEBUG Segment 36 (GASS Block 1024 (5min)):
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DEBUG Segment 37 (GASS Block 1024 (5min)):
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DEBUG Segment 38 (GASS Block 1024 (5min)):
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DEBUG Segment 39 (GASS Block 1024 (5min)):
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DEBUG Segment 40 (GASS Block 1024 (5min)):
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DEBUG Segment 41 (GASS Block 1024 (5min)):
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DEBUG Segment 42 (GASS Block 1024 (5min)):
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DEBUG Segment 43 (GASS Block 1024 (5min)):
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DEBUG Segment 44 (GASS Block 1024 (5min)):
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DEBUG Segment 45 (GASS Block 1024 (5min)):
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DEBUG Segment 46 (GASS Block 1024 (5min)):
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DEBUG Segment 47 (GASS Block 1024 (5min)):
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DEBUG Segment 48 (GASS Block 1024 (5min)):
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DEBUG Segment 49 (GASS Block 1024 (5min)):
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DEBUG Segment 50 (GASS Block 1024 (5min)):
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DEBUG Segment 51 (GASS Block 1024 (5min)):
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DEBUG Segment 52 (GASS Block 1024 (5min)):
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DEBUG Segment 53 (GASS Block 1024 (5min)):
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DEBUG Segment 54 (GASS Block 1024 (5min)):
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DEBUG Segment 55 (GASS Block 1024 (5min)):
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DEBUG Segment 56 (GASS Block 1024 (5min)):
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DEBUG Segment 57 (GASS Block 1024 (5min)):
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DEBUG Segment 58 (GASS Block 1024 (5min)):
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DEBUG Segment 59 (GASS Block 1024 (5min)):
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DEBUG Segment 60 (GASS Block 1024 (5min)):
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DEBUG Segment 61 (GASS Block 1024 (5min)):
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DEBUG Segment 62 (GASS Block 1024 (5min)):
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DEBUG Segment 63 (GASS Block 1024 (5min)):
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DEBUG Segment 64 (GASS Block 1024 (5min)):
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DEBUG Segment 65 (GASS Block 1024 (5min)):
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DEBUG Segment 66 (GASS Block 1024 (5min)):
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DEBUG Segment 67 (GASS Block 1024 (5min)):
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DEBUG Segment 68 (GASS Block 1024 (5min)):
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DEBUG Segment 69 (GASS Block 1024 (5min)):
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DEBUG Segment 70 (GASS Block 1024 (5min)):
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DEBUG Segment 71 (GASS Block 1024 (5min)):
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DEBUG Segment 72 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-56 -53 -49 -46 -46]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 73 (GASS Block 1024 (5min)):
Original[4:9]: [-4 -1  0  3  2]
Recon[4:9]:    [-4 -1  0  3  2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 74 (GASS Block 1024 (5min)):
Original[4:9]: [-73 -74 -76 -74 -73]
Recon[4:9]:    [-73 -74 -76 -74 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 75 (GASS Block 1024 (5min)):
Original[4:9]: [-99 -97 -95 -95 -97]
Recon[4:9]:    [-99 -97 -95 -95 -97]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 76 (GASS Block 1024 (5min)):
Original[4:9]: [-101  -98  -92  -88  -90]
Recon[4:9]:    [-101  -98  -92  -88  -90]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 77 (GASS Block 1024 (5min)):
Original[4:9]: [-88 -87 -88 -88 -88]
Recon[4:9]:    [-88 -87 -88 -88 -88]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 78 (GASS Block 1024 (5min)):
Original[4:9]: [-83 -85 -90 -96 -99]
Recon[4:9]:    [-83 -85 -90 -96 -99]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 79 (GASS Block 1024 (5min)):
Original[4:9]: [ -95  -96  -96 -102 -106]
Recon[4:9]:    [ -95  -96  -96 -102 -106]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 80 (GASS Block 1024 (5min)):
Original[4:9]: [-79 -85 -91 -94 -97]
Recon[4:9]:    [-79 -85 -91 -94 -97]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 81 (GASS Block 1024 (5min)):
Original[4:9]: [ -73  -84  -96 -103 -109]
Recon[4:9]:    [ -73  -84  -96 -103 -109]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 82 (GASS Block 1024 (5min)):
Original[4:9]: [218 195 172 147 113]
Recon[4:9]:    [218 195 172 147 113]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 83 (GASS Block 1024 (5min)):
Original[4:9]: [ 59  99 141 180 206]
Recon[4:9]:    [ 59  99 141 180 206]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 84 (GASS Block 1024 (5min)):
Original[4:9]: [-19   8  38  68 101]
Recon[4:9]:    [-19   8  38  68 101]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 85 (GASS Block 1024 (5min)):
Original[4:9]: [-44 -43 -43 -42 -42]
Recon[4:9]:    [-44 -43 -43 -42 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 86 (GASS Block 1024 (5min)):
Original[4:9]: [-37 -38 -36 -32 -29]
Recon[4:9]:    [-37 -38 -36 -32 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 87 (GASS Block 1024 (5min)):
Original[4:9]: [-20 -13 -15 -21 -26]
Recon[4:9]:    [-20 -13 -15 -21 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 88 (GASS Block 1024 (5min)):
Original[4:9]: [-19 -21 -22 -18 -18]
Recon[4:9]:    [-19 -21 -22 -18 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 89 (GASS Block 1024 (5min)):
Original[4:9]: [-29 -28 -28 -27 -24]
Recon[4:9]:    [-29 -28 -28 -27 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 90 (GASS Block 1024 (5min)):
Original[4:9]: [-41 -41 -44 -45 -42]
Recon[4:9]:    [-41 -41 -44 -45 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 91 (GASS Block 1024 (5min)):
Original[4:9]: [-14 -16 -26 -36 -37]
Recon[4:9]:    [-14 -16 -26 -36 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 92 (GASS Block 1024 (5min)):
Original[4:9]: [-31 -30 -28 -27 -28]
Recon[4:9]:    [-31 -30 -28 -27 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 93 (GASS Block 1024 (5min)):
Original[4:9]: [-88 -91 -92 -93 -91]
Recon[4:9]:    [-88 -91 -92 -93 -91]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 94 (GASS Block 1024 (5min)):
Original[4:9]: [-77 -72 -69 -69 -71]
Recon[4:9]:    [-77 -72 -69 -69 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 95 (GASS Block 1024 (5min)):
Original[4:9]: [-71 -71 -70 -65 -61]
Recon[4:9]:    [-71 -71 -70 -65 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 96 (GASS Block 1024 (5min)):
Original[4:9]: [ -96  -98  -99 -101 -101]
Recon[4:9]:    [ -96  -98  -99 -101 -101]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 97 (GASS Block 1024 (5min)):
Original[4:9]: [-35 -10  21  56  86]
Recon[4:9]:    [-35 -10  21  56  86]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 98 (GASS Block 1024 (5min)):
Original[4:9]: [-70 -67 -65 -67 -64]
Recon[4:9]:    [-70 -67 -65 -67 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 99 (GASS Block 1024 (5min)):
Original[4:9]: [-19 -15 -15 -14 -16]
Recon[4:9]:    [-19 -15 -15 -14 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 100 (GASS Block 1024 (5min)):
Original[4:9]: [-26 -22 -27 -30 -29]
Recon[4:9]:    [-26 -22 -27 -30 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 101 (GASS Block 1024 (5min)):
Original[4:9]: [-29 -21 -16 -11 -12]
Recon[4:9]:    [-29 -21 -16 -11 -12]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 102 (GASS Block 1024 (5min)):
Original[4:9]: [-31 -31 -31 -28 -21]
Recon[4:9]:    [-31 -31 -31 -28 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 103 (GASS Block 1024 (5min)):
Original[4:9]: [-55 -51 -50 -54 -58]
Recon[4:9]:    [-55 -51 -50 -54 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 104 (GASS Block 1024 (5min)):
Original[4:9]: [-67 -65 -63 -57 -57]
Recon[4:9]:    [-67 -65 -63 -57 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 105 (GASS Block 1024 (5min)):
Original[4:9]: [-55 -53 -56 -55 -52]
Recon[4:9]:    [-55 -53 -56 -55 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- GASS Block 1024 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added GASS results for Block 1024: CR Rice=2.282, CR Huff=2.362, mean L2=10.08528
Best params for LMS Block 2048 (10s): {'order': 4, 'mu': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (LMS Block 2048 (5min)):
Original[4:9]: [-89 -89 -89 -89 -90]
Recon[4:9]:    [-89 -89 -89 -89 -90]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (LMS Block 2048 (5min)):
Original[4:9]: [-104 -105 -106 -104 -101]
Recon[4:9]:    [-104 -105 -106 -104 -101]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (LMS Block 2048 (5min)):
Original[4:9]: [221 234 246 232 208]
Recon[4:9]:    [221 234 246 232 208]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (LMS Block 2048 (5min)):
Original[4:9]: [-64 -66 -67 -68 -72]
Recon[4:9]:    [-64 -66 -67 -68 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (LMS Block 2048 (5min)):
Original[4:9]: [-63 -63 -64 -66 -62]
Recon[4:9]:    [-63 -63 -64 -66 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (LMS Block 2048 (5min)):
Original[4:9]: [-63 -64 -66 -66 -66]
Recon[4:9]:    [-63 -64 -66 -66 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (LMS Block 2048 (5min)):
Original[4:9]: [-14 -11 -12 -16 -17]
Recon[4:9]:    [-14 -11 -12 -16 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (LMS Block 2048 (5min)):
Original[4:9]: [-61 -57 -54 -52 -47]
Recon[4:9]:    [-61 -57 -54 -52 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (LMS Block 2048 (5min)):
Original[4:9]: [-80 -82 -80 -78 -77]
Recon[4:9]:    [-80 -82 -80 -78 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (LMS Block 2048 (5min)):
Original[4:9]: [ 18   3 -15 -35 -49]
Recon[4:9]:    [ 18   3 -15 -35 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (LMS Block 2048 (5min)):
Original[4:9]: [-63 -65 -67 -64 -63]
Recon[4:9]:    [-63 -65 -67 -64 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (LMS Block 2048 (5min)):
Original[4:9]: [-36 -40 -38 -31 -29]
Recon[4:9]:    [-36 -40 -38 -31 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (LMS Block 2048 (5min)):
Original[4:9]: [-61 -62 -60 -63 -63]
Recon[4:9]:    [-61 -62 -60 -63 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (LMS Block 2048 (5min)):
Original[4:9]: [-22 -23 -27 -33 -34]
Recon[4:9]:    [-22 -23 -27 -33 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (LMS Block 2048 (5min)):
Original[4:9]: [-38 -45 -40 -34 -25]
Recon[4:9]:    [-38 -45 -40 -34 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (LMS Block 2048 (5min)):
Original[4:9]: [-100  -98  -94  -94  -95]
Recon[4:9]:    [-100  -98  -94  -94  -95]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (LMS Block 2048 (5min)):
Original[4:9]: [ -97  -98 -100 -100 -103]
Recon[4:9]:    [ -97  -98 -100 -100 -103]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (LMS Block 2048 (5min)):
Original[4:9]: [234 202 178 159 140]
Recon[4:9]:    [234 202 178 159 140]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (LMS Block 2048 (5min)):
Original[4:9]: [-113 -111 -108 -105 -102]
Recon[4:9]:    [-113 -111 -108 -105 -102]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (LMS Block 2048 (5min)):
Original[4:9]: [-56 -59 -62 -64 -68]
Recon[4:9]:    [-56 -59 -62 -64 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (LMS Block 2048 (5min)):
Original[4:9]: [-28 -40 -55 -61 -65]
Recon[4:9]:    [-28 -40 -55 -61 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (LMS Block 2048 (5min)):
Original[4:9]: [-29 -34 -41 -53 -63]
Recon[4:9]:    [-29 -34 -41 -53 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (LMS Block 2048 (5min)):
Original[4:9]: [-66 -69 -69 -67 -56]
Recon[4:9]:    [-66 -69 -69 -67 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (LMS Block 2048 (5min)):
Original[4:9]: [227 194 164 145 126]
Recon[4:9]:    [227 194 164 145 126]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (LMS Block 2048 (5min)):
Original[4:9]: [ -7 -24 -42 -53 -65]
Recon[4:9]:    [ -7 -24 -42 -53 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (LMS Block 2048 (5min)):
Original[4:9]: [200 229 248 254 237]
Recon[4:9]:    [200 229 248 254 237]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (LMS Block 2048 (5min)):
Original[4:9]: [-64 -66 -65 -66 -64]
Recon[4:9]:    [-64 -66 -65 -66 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (LMS Block 2048 (5min)):
Original[4:9]: [-24 -24 -27 -32 -42]
Recon[4:9]:    [-24 -24 -27 -32 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (LMS Block 2048 (5min)):
Original[4:9]: [-157 -155 -153 -149 -148]
Recon[4:9]:    [-157 -155 -153 -149 -148]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (LMS Block 2048 (5min)):
Original[4:9]: [-60 -60 -63 -59 -61]
Recon[4:9]:    [-60 -60 -63 -59 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (LMS Block 2048 (5min)):
Original[4:9]: [-54 -55 -52 -50 -54]
Recon[4:9]:    [-54 -55 -52 -50 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (LMS Block 2048 (5min)):
Original[4:9]: [-55 -55 -55 -62 -64]
Recon[4:9]:    [-55 -55 -55 -62 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (LMS Block 2048 (5min)):
Original[4:9]: [-38 -41 -40 -41 -39]
Recon[4:9]:    [-38 -41 -40 -41 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (LMS Block 2048 (5min)):
Original[4:9]: [-39 -39 -34 -35 -35]
Recon[4:9]:    [-39 -39 -34 -35 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (LMS Block 2048 (5min)):
Original[4:9]: [-54 -56 -61 -65 -63]
Recon[4:9]:    [-54 -56 -61 -65 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (LMS Block 2048 (5min)):
Original[4:9]: [-13 -16 -18 -19 -19]
Recon[4:9]:    [-13 -16 -18 -19 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (LMS Block 2048 (5min)):
Original[4:9]: [-56 -53 -49 -46 -46]
Recon[4:9]:    [-56 -53 -49 -46 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (LMS Block 2048 (5min)):
Original[4:9]: [-73 -74 -76 -74 -73]
Recon[4:9]:    [-73 -74 -76 -74 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (LMS Block 2048 (5min)):
Original[4:9]: [-101  -98  -92  -88  -90]
Recon[4:9]:    [-101  -98  -92  -88  -90]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (LMS Block 2048 (5min)):
Original[4:9]: [-83 -85 -90 -96 -99]
Recon[4:9]:    [-83 -85 -90 -96 -99]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (LMS Block 2048 (5min)):
Original[4:9]: [-79 -85 -91 -94 -97]
Recon[4:9]:    [-79 -85 -91 -94 -97]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (LMS Block 2048 (5min)):
Original[4:9]: [218 195 172 147 113]
Recon[4:9]:    [218 195 172 147 113]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (LMS Block 2048 (5min)):
Original[4:9]: [-19   8  38  68 101]
Recon[4:9]:    [-19   8  38  68 101]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (LMS Block 2048 (5min)):
Original[4:9]: [-37 -38 -36 -32 -29]
Recon[4:9]:    [-37 -38 -36 -32 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (LMS Block 2048 (5min)):
Original[4:9]: [-19 -21 -22 -18 -18]
Recon[4:9]:    [-19 -21 -22 -18 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (LMS Block 2048 (5min)):
Original[4:9]: [-41 -41 -44 -45 -42]
Recon[4:9]:    [-41 -41 -44 -45 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (LMS Block 2048 (5min)):
Original[4:9]: [-31 -30 -28 -27 -28]
Recon[4:9]:    [-31 -30 -28 -27 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (LMS Block 2048 (5min)):
Original[4:9]: [-77 -72 -69 -69 -71]
Recon[4:9]:    [-77 -72 -69 -69 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (LMS Block 2048 (5min)):
Original[4:9]: [ -96  -98  -99 -101 -101]
Recon[4:9]:    [ -96  -98  -99 -101 -101]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (LMS Block 2048 (5min)):
Original[4:9]: [-70 -67 -65 -67 -64]
Recon[4:9]:    [-70 -67 -65 -67 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (LMS Block 2048 (5min)):
Original[4:9]: [-26 -22 -27 -30 -29]
Recon[4:9]:    [-26 -22 -27 -30 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (LMS Block 2048 (5min)):
Original[4:9]: [-31 -31 -31 -28 -21]
Recon[4:9]:    [-31 -31 -31 -28 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (LMS Block 2048 (5min)):
Original[4:9]: [-67 -65 -63 -57 -57]
Recon[4:9]:    [-67 -65 -63 -57 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- LMS Block 2048 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added LMS results for Block 2048: CR Rice=1.917, CR Huff=2.068, mean L2=17.30466
Best params for NLMS Block 2048 (10s): {'order': 4, 'mu': 0.01} (avg l2-norm=0.00000)

DEBUG Segment 0 (NLMS Block 2048 (5min)):
Original[4:9]: [-89 -89 -89 -89 -90]
Recon[4:9]:    [-89 -89 -89 -89 -90]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (NLMS Block 2048 (5min)):
Original[4:9]: [-104 -105 -106 -104 -101]
Recon[4:9]:    [-104 -105 -106 -104 -101]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (NLMS Block 2048 (5min)):
Original[4:9]: [221 234 246 232 208]
Recon[4:9]:    [221 234 246 232 208]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (NLMS Block 2048 (5min)):
Original[4:9]: [-64 -66 -67 -68 -72]
Recon[4:9]:    [-64 -66 -67 -68 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (NLMS Block 2048 (5min)):
Original[4:9]: [-63 -63 -64 -66 -62]
Recon[4:9]:    [-63 -63 -64 -66 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (NLMS Block 2048 (5min)):
Original[4:9]: [-63 -64 -66 -66 -66]
Recon[4:9]:    [-63 -64 -66 -66 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (NLMS Block 2048 (5min)):
Original[4:9]: [-14 -11 -12 -16 -17]
Recon[4:9]:    [-14 -11 -12 -16 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (NLMS Block 2048 (5min)):
Original[4:9]: [-61 -57 -54 -52 -47]
Recon[4:9]:    [-61 -57 -54 -52 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (NLMS Block 2048 (5min)):
Original[4:9]: [-80 -82 -80 -78 -77]
Recon[4:9]:    [-80 -82 -80 -78 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (NLMS Block 2048 (5min)):
Original[4:9]: [ 18   3 -15 -35 -49]
Recon[4:9]:    [ 18   3 -15 -35 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (NLMS Block 2048 (5min)):
Original[4:9]: [-63 -65 -67 -64 -63]
Recon[4:9]:    [-63 -65 -67 -64 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (NLMS Block 2048 (5min)):
Original[4:9]: [-36 -40 -38 -31 -29]
Recon[4:9]:    [-36 -40 -38 -31 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (NLMS Block 2048 (5min)):
Original[4:9]: [-61 -62 -60 -63 -63]
Recon[4:9]:    [-61 -62 -60 -63 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (NLMS Block 2048 (5min)):
Original[4:9]: [-22 -23 -27 -33 -34]
Recon[4:9]:    [-22 -23 -27 -33 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (NLMS Block 2048 (5min)):
Original[4:9]: [-38 -45 -40 -34 -25]
Recon[4:9]:    [-38 -45 -40 -34 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (NLMS Block 2048 (5min)):
Original[4:9]: [-100  -98  -94  -94  -95]
Recon[4:9]:    [-100  -98  -94  -94  -95]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (NLMS Block 2048 (5min)):
Original[4:9]: [ -97  -98 -100 -100 -103]
Recon[4:9]:    [ -97  -98 -100 -100 -103]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (NLMS Block 2048 (5min)):
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Recon[4:9]:    [234 202 178 159 140]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (NLMS Block 2048 (5min)):
Original[4:9]: [-113 -111 -108 -105 -102]
Recon[4:9]:    [-113 -111 -108 -105 -102]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (NLMS Block 2048 (5min)):
Original[4:9]: [-56 -59 -62 -64 -68]
Recon[4:9]:    [-56 -59 -62 -64 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (NLMS Block 2048 (5min)):
Original[4:9]: [-28 -40 -55 -61 -65]
Recon[4:9]:    [-28 -40 -55 -61 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (NLMS Block 2048 (5min)):
Original[4:9]: [-29 -34 -41 -53 -63]
Recon[4:9]:    [-29 -34 -41 -53 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (NLMS Block 2048 (5min)):
Original[4:9]: [-66 -69 -69 -67 -56]
Recon[4:9]:    [-66 -69 -69 -67 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (NLMS Block 2048 (5min)):
Original[4:9]: [227 194 164 145 126]
Recon[4:9]:    [227 194 164 145 126]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (NLMS Block 2048 (5min)):
Original[4:9]: [ -7 -24 -42 -53 -65]
Recon[4:9]:    [ -7 -24 -42 -53 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (NLMS Block 2048 (5min)):
Original[4:9]: [200 229 248 254 237]
Recon[4:9]:    [200 229 248 254 237]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (NLMS Block 2048 (5min)):
Original[4:9]: [-64 -66 -65 -66 -64]
Recon[4:9]:    [-64 -66 -65 -66 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (NLMS Block 2048 (5min)):
Original[4:9]: [-24 -24 -27 -32 -42]
Recon[4:9]:    [-24 -24 -27 -32 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (NLMS Block 2048 (5min)):
Original[4:9]: [-157 -155 -153 -149 -148]
Recon[4:9]:    [-157 -155 -153 -149 -148]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (NLMS Block 2048 (5min)):
Original[4:9]: [-60 -60 -63 -59 -61]
Recon[4:9]:    [-60 -60 -63 -59 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (NLMS Block 2048 (5min)):
Original[4:9]: [-54 -55 -52 -50 -54]
Recon[4:9]:    [-54 -55 -52 -50 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (NLMS Block 2048 (5min)):
Original[4:9]: [-55 -55 -55 -62 -64]
Recon[4:9]:    [-55 -55 -55 -62 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (NLMS Block 2048 (5min)):
Original[4:9]: [-38 -41 -40 -41 -39]
Recon[4:9]:    [-38 -41 -40 -41 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (NLMS Block 2048 (5min)):
Original[4:9]: [-39 -39 -34 -35 -35]
Recon[4:9]:    [-39 -39 -34 -35 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (NLMS Block 2048 (5min)):
Original[4:9]: [-54 -56 -61 -65 -63]
Recon[4:9]:    [-54 -56 -61 -65 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (NLMS Block 2048 (5min)):
Original[4:9]: [-13 -16 -18 -19 -19]
Recon[4:9]:    [-13 -16 -18 -19 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (NLMS Block 2048 (5min)):
Original[4:9]: [-56 -53 -49 -46 -46]
Recon[4:9]:    [-56 -53 -49 -46 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (NLMS Block 2048 (5min)):
Original[4:9]: [-73 -74 -76 -74 -73]
Recon[4:9]:    [-73 -74 -76 -74 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (NLMS Block 2048 (5min)):
Original[4:9]: [-101  -98  -92  -88  -90]
Recon[4:9]:    [-101  -98  -92  -88  -90]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (NLMS Block 2048 (5min)):
Original[4:9]: [-83 -85 -90 -96 -99]
Recon[4:9]:    [-83 -85 -90 -96 -99]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (NLMS Block 2048 (5min)):
Original[4:9]: [-79 -85 -91 -94 -97]
Recon[4:9]:    [-79 -85 -91 -94 -97]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (NLMS Block 2048 (5min)):
Original[4:9]: [218 195 172 147 113]
Recon[4:9]:    [218 195 172 147 113]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (NLMS Block 2048 (5min)):
Original[4:9]: [-19   8  38  68 101]
Recon[4:9]:    [-19   8  38  68 101]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (NLMS Block 2048 (5min)):
Original[4:9]: [-37 -38 -36 -32 -29]
Recon[4:9]:    [-37 -38 -36 -32 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (NLMS Block 2048 (5min)):
Original[4:9]: [-19 -21 -22 -18 -18]
Recon[4:9]:    [-19 -21 -22 -18 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (NLMS Block 2048 (5min)):
Original[4:9]: [-41 -41 -44 -45 -42]
Recon[4:9]:    [-41 -41 -44 -45 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (NLMS Block 2048 (5min)):
Original[4:9]: [-31 -30 -28 -27 -28]
Recon[4:9]:    [-31 -30 -28 -27 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (NLMS Block 2048 (5min)):
Original[4:9]: [-77 -72 -69 -69 -71]
Recon[4:9]:    [-77 -72 -69 -69 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (NLMS Block 2048 (5min)):
Original[4:9]: [ -96  -98  -99 -101 -101]
Recon[4:9]:    [ -96  -98  -99 -101 -101]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (NLMS Block 2048 (5min)):
Original[4:9]: [-70 -67 -65 -67 -64]
Recon[4:9]:    [-70 -67 -65 -67 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (NLMS Block 2048 (5min)):
Original[4:9]: [-26 -22 -27 -30 -29]
Recon[4:9]:    [-26 -22 -27 -30 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (NLMS Block 2048 (5min)):
Original[4:9]: [-31 -31 -31 -28 -21]
Recon[4:9]:    [-31 -31 -31 -28 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (NLMS Block 2048 (5min)):
Original[4:9]: [-67 -65 -63 -57 -57]
Recon[4:9]:    [-67 -65 -63 -57 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- NLMS Block 2048 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added NLMS results for Block 2048: CR Rice=1.885, CR Huff=2.052, mean L2=19.38562
Best params for GASS Block 2048 (10s): {'order': 4, 'mu': 1e-07, 'rho': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (GASS Block 2048 (5min)):
Original[4:9]: [-89 -89 -89 -89 -90]
Recon[4:9]:    [-89 -89 -89 -89 -90]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (GASS Block 2048 (5min)):
Original[4:9]: [-104 -105 -106 -104 -101]
Recon[4:9]:    [-104 -105 -106 -104 -101]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (GASS Block 2048 (5min)):
Original[4:9]: [221 234 246 232 208]
Recon[4:9]:    [221 234 246 232 208]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (GASS Block 2048 (5min)):
Original[4:9]: [-64 -66 -67 -68 -72]
Recon[4:9]:    [-64 -66 -67 -68 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (GASS Block 2048 (5min)):
Original[4:9]: [-63 -63 -64 -66 -62]
Recon[4:9]:    [-63 -63 -64 -66 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (GASS Block 2048 (5min)):
Original[4:9]: [-63 -64 -66 -66 -66]
Recon[4:9]:    [-63 -64 -66 -66 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (GASS Block 2048 (5min)):
Original[4:9]: [-14 -11 -12 -16 -17]
Recon[4:9]:    [-14 -11 -12 -16 -17]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (GASS Block 2048 (5min)):
Original[4:9]: [-61 -57 -54 -52 -47]
Recon[4:9]:    [-61 -57 -54 -52 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (GASS Block 2048 (5min)):
Original[4:9]: [-80 -82 -80 -78 -77]
Recon[4:9]:    [-80 -82 -80 -78 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (GASS Block 2048 (5min)):
Original[4:9]: [ 18   3 -15 -35 -49]
Recon[4:9]:    [ 18   3 -15 -35 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (GASS Block 2048 (5min)):
Original[4:9]: [-63 -65 -67 -64 -63]
Recon[4:9]:    [-63 -65 -67 -64 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (GASS Block 2048 (5min)):
Original[4:9]: [-36 -40 -38 -31 -29]
Recon[4:9]:    [-36 -40 -38 -31 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (GASS Block 2048 (5min)):
Original[4:9]: [-61 -62 -60 -63 -63]
Recon[4:9]:    [-61 -62 -60 -63 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (GASS Block 2048 (5min)):
Original[4:9]: [-22 -23 -27 -33 -34]
Recon[4:9]:    [-22 -23 -27 -33 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (GASS Block 2048 (5min)):
Original[4:9]: [-38 -45 -40 -34 -25]
Recon[4:9]:    [-38 -45 -40 -34 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (GASS Block 2048 (5min)):
Original[4:9]: [-100  -98  -94  -94  -95]
Recon[4:9]:    [-100  -98  -94  -94  -95]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (GASS Block 2048 (5min)):
Original[4:9]: [ -97  -98 -100 -100 -103]
Recon[4:9]:    [ -97  -98 -100 -100 -103]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (GASS Block 2048 (5min)):
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Recon[4:9]:    [234 202 178 159 140]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (GASS Block 2048 (5min)):
Original[4:9]: [-113 -111 -108 -105 -102]
Recon[4:9]:    [-113 -111 -108 -105 -102]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (GASS Block 2048 (5min)):
Original[4:9]: [-56 -59 -62 -64 -68]
Recon[4:9]:    [-56 -59 -62 -64 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (GASS Block 2048 (5min)):
Original[4:9]: [-28 -40 -55 -61 -65]
Recon[4:9]:    [-28 -40 -55 -61 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (GASS Block 2048 (5min)):
Original[4:9]: [-29 -34 -41 -53 -63]
Recon[4:9]:    [-29 -34 -41 -53 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (GASS Block 2048 (5min)):
Original[4:9]: [-66 -69 -69 -67 -56]
Recon[4:9]:    [-66 -69 -69 -67 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (GASS Block 2048 (5min)):
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Recon[4:9]:    [227 194 164 145 126]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (GASS Block 2048 (5min)):
Original[4:9]: [ -7 -24 -42 -53 -65]
Recon[4:9]:    [ -7 -24 -42 -53 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (GASS Block 2048 (5min)):
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Recon[4:9]:    [200 229 248 254 237]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (GASS Block 2048 (5min)):
Original[4:9]: [-64 -66 -65 -66 -64]
Recon[4:9]:    [-64 -66 -65 -66 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (GASS Block 2048 (5min)):
Original[4:9]: [-24 -24 -27 -32 -42]
Recon[4:9]:    [-24 -24 -27 -32 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (GASS Block 2048 (5min)):
Original[4:9]: [-157 -155 -153 -149 -148]
Recon[4:9]:    [-157 -155 -153 -149 -148]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 30 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 31 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 32 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 33 (GASS Block 2048 (5min)):
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DEBUG Segment 34 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 35 (GASS Block 2048 (5min)):
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DEBUG Segment 36 (GASS Block 2048 (5min)):
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DEBUG Segment 37 (GASS Block 2048 (5min)):
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DEBUG Segment 38 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 39 (GASS Block 2048 (5min)):
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DEBUG Segment 40 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 41 (GASS Block 2048 (5min)):
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DEBUG Segment 42 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 43 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 44 (GASS Block 2048 (5min)):
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DEBUG Segment 45 (GASS Block 2048 (5min)):
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DEBUG Segment 46 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 47 (GASS Block 2048 (5min)):
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DEBUG Segment 48 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 49 (GASS Block 2048 (5min)):
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DEBUG Segment 50 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 51 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 52 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-67 -65 -63 -57 -57]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- GASS Block 2048 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added GASS results for Block 2048: CR Rice=2.358, CR Huff=2.444, mean L2=8.32628
Best params for LMS Elgendi Beats (10s): {'order': 4, 'mu': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 1 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 2 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 3 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 4 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-56 -54 -54 -55 -54]
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L2 calculation: 0.0

DEBUG Segment 5 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-58 -57 -53 -57 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-55 -56 -59 -60 -59]
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L2 calculation: 0.0

DEBUG Segment 7 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-59 -57 -57 -59 -62]
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L2 calculation: 0.0

DEBUG Segment 8 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-60 -63 -67 -64 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-63 -61 -60 -61 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-59 -58 -60 -56 -60]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-46 -46 -44 -43 -43]
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L2 calculation: 0.0

DEBUG Segment 12 (LMS Elgendi Beats (5min)):
Original[4:9]: [-40 -43 -45 -45 -44]
Recon[4:9]:    [-40 -43 -45 -45 -44]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-49 -51 -51 -51 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-48 -48 -47 -49 -46]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-57 -53 -54 -56 -55]
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L2 calculation: 0.0

DEBUG Segment 16 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-66 -64 -65 -66 -66]
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L2 calculation: 0.0

DEBUG Segment 17 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-62 -61 -63 -61 -63]
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L2 calculation: 0.0

DEBUG Segment 18 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-61 -61 -61 -59 -61]
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L2 calculation: 0.0

DEBUG Segment 19 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-65 -64 -63 -64 -64]
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L2 calculation: 0.0

DEBUG Segment 20 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-59 -56 -57 -59 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-57 -52 -48 -46 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-56 -54 -54 -52 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 24 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-60 -61 -60 -62 -60]
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L2 calculation: 0.0

DEBUG Segment 25 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-58 -61 -63 -64 -59]
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L2 calculation: 0.0

DEBUG Segment 26 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-59 -63 -63 -69 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-61 -57 -55 -56 -56]
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L2 calculation: 0.0

DEBUG Segment 28 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-58 -60 -59 -63 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-58 -59 -58 -58 -58]
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L2 calculation: 0.0

DEBUG Segment 30 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-68 -67 -63 -63 -61]
Raw difference: [0 0 0 0 0]
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L2 calculation: 0.0

DEBUG Segment 31 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-58 -56 -53 -58 -55]
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L2 calculation: 0.0

DEBUG Segment 32 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-74 -75 -77 -75 -76]
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L2 calculation: 0.0

DEBUG Segment 33 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-63 -64 -66 -65 -64]
Raw difference: [0 0 0 0 0]
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L2 calculation: 0.0

DEBUG Segment 34 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-46 -47 -50 -50 -51]
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L2 calculation: 0.0

DEBUG Segment 35 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-42 -45 -44 -40 -38]
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L2 calculation: 0.0

DEBUG Segment 36 (LMS Elgendi Beats (5min)):
Original[4:9]: [-36 -34 -34 -35 -37]
Recon[4:9]:    [-36 -34 -34 -35 -37]
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L2 calculation: 0.0

DEBUG Segment 37 (LMS Elgendi Beats (5min)):
Original[4:9]: [-51 -54 -54 -57 -56]
Recon[4:9]:    [-51 -54 -54 -57 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (LMS Elgendi Beats (5min)):
Original[4:9]: [-44 -46 -48 -47 -42]
Recon[4:9]:    [-44 -46 -48 -47 -42]
Raw difference: [0 0 0 0 0]
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L2 calculation: 0.0

DEBUG Segment 39 (LMS Elgendi Beats (5min)):
Original[4:9]: [-66 -66 -66 -64 -68]
Recon[4:9]:    [-66 -66 -66 -64 -68]
Raw difference: [0 0 0 0 0]
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L2 calculation: 0.0

DEBUG Segment 40 (LMS Elgendi Beats (5min)):
Original[4:9]: [-69 -68 -68 -68 -68]
Recon[4:9]:    [-69 -68 -68 -68 -68]
Raw difference: [0 0 0 0 0]
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L2 calculation: 0.0

DEBUG Segment 41 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-53 -50 -51 -51 -54]
Raw difference: [0 0 0 0 0]
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L2 calculation: 0.0

DEBUG Segment 42 (LMS Elgendi Beats (5min)):
Original[4:9]: [-45 -47 -46 -45 -45]
Recon[4:9]:    [-45 -47 -46 -45 -45]
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L2 calculation: 0.0

DEBUG Segment 43 (LMS Elgendi Beats (5min)):
Original[4:9]: [-50 -51 -51 -47 -45]
Recon[4:9]:    [-50 -51 -51 -47 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (LMS Elgendi Beats (5min)):
Original[4:9]: [-39 -37 -37 -39 -40]
Recon[4:9]:    [-39 -37 -37 -39 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (LMS Elgendi Beats (5min)):
Original[4:9]: [-37 -37 -37 -38 -38]
Recon[4:9]:    [-37 -37 -37 -38 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (LMS Elgendi Beats (5min)):
Original[4:9]: [-35 -37 -35 -34 -32]
Recon[4:9]:    [-35 -37 -35 -34 -32]
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L2 calculation: 0.0

DEBUG Segment 47 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-35 -35 -34 -33 -37]
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L2 calculation: 0.0

DEBUG Segment 48 (LMS Elgendi Beats (5min)):
Original[4:9]: [-16 -14 -14 -11  -6]
Recon[4:9]:    [-16 -14 -14 -11  -6]
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L2 calculation: 0.0

DEBUG Segment 49 (LMS Elgendi Beats (5min)):
Original[4:9]: [-27 -27 -29 -29 -30]
Recon[4:9]:    [-27 -27 -29 -29 -30]
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L2 calculation: 0.0

DEBUG Segment 50 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-32 -35 -35 -32 -31]
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L2 calculation: 0.0

DEBUG Segment 51 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-41 -39 -36 -36 -37]
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L2 calculation: 0.0

DEBUG Segment 52 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-43 -40 -40 -42 -42]
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L2 calculation: 0.0

DEBUG Segment 53 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-52 -54 -55 -55 -55]
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L2 calculation: 0.0

DEBUG Segment 54 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-49 -45 -44 -45 -48]
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L2 calculation: 0.0

DEBUG Segment 55 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-49 -48 -50 -48 -47]
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L2 calculation: 0.0

DEBUG Segment 56 (LMS Elgendi Beats (5min)):
Original[4:9]: [-61 -58 -55 -57 -59]
Recon[4:9]:    [-61 -58 -55 -57 -59]
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L2 calculation: 0.0

DEBUG Segment 57 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-41 -39 -38 -34 -34]
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L2 calculation: 0.0

DEBUG Segment 58 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-47 -50 -50 -52 -49]
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L2 calculation: 0.0

DEBUG Segment 59 (LMS Elgendi Beats (5min)):
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DEBUG Segment 60 (LMS Elgendi Beats (5min)):
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DEBUG Segment 61 (LMS Elgendi Beats (5min)):
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DEBUG Segment 62 (LMS Elgendi Beats (5min)):
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DEBUG Segment 63 (LMS Elgendi Beats (5min)):
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DEBUG Segment 64 (LMS Elgendi Beats (5min)):
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DEBUG Segment 65 (LMS Elgendi Beats (5min)):
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DEBUG Segment 66 (LMS Elgendi Beats (5min)):
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DEBUG Segment 67 (LMS Elgendi Beats (5min)):
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DEBUG Segment 68 (LMS Elgendi Beats (5min)):
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DEBUG Segment 69 (LMS Elgendi Beats (5min)):
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DEBUG Segment 70 (LMS Elgendi Beats (5min)):
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DEBUG Segment 71 (LMS Elgendi Beats (5min)):
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DEBUG Segment 72 (LMS Elgendi Beats (5min)):
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DEBUG Segment 73 (LMS Elgendi Beats (5min)):
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DEBUG Segment 74 (LMS Elgendi Beats (5min)):
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DEBUG Segment 75 (LMS Elgendi Beats (5min)):
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DEBUG Segment 76 (LMS Elgendi Beats (5min)):
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DEBUG Segment 77 (LMS Elgendi Beats (5min)):
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DEBUG Segment 78 (LMS Elgendi Beats (5min)):
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DEBUG Segment 79 (LMS Elgendi Beats (5min)):
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DEBUG Segment 80 (LMS Elgendi Beats (5min)):
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DEBUG Segment 81 (LMS Elgendi Beats (5min)):
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DEBUG Segment 82 (LMS Elgendi Beats (5min)):
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DEBUG Segment 83 (LMS Elgendi Beats (5min)):
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DEBUG Segment 84 (LMS Elgendi Beats (5min)):
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DEBUG Segment 85 (LMS Elgendi Beats (5min)):
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DEBUG Segment 86 (LMS Elgendi Beats (5min)):
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DEBUG Segment 87 (LMS Elgendi Beats (5min)):
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DEBUG Segment 88 (LMS Elgendi Beats (5min)):
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DEBUG Segment 89 (LMS Elgendi Beats (5min)):
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DEBUG Segment 90 (LMS Elgendi Beats (5min)):
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DEBUG Segment 91 (LMS Elgendi Beats (5min)):
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DEBUG Segment 92 (LMS Elgendi Beats (5min)):
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DEBUG Segment 93 (LMS Elgendi Beats (5min)):
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DEBUG Segment 94 (LMS Elgendi Beats (5min)):
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DEBUG Segment 95 (LMS Elgendi Beats (5min)):
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DEBUG Segment 96 (LMS Elgendi Beats (5min)):
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DEBUG Segment 97 (LMS Elgendi Beats (5min)):
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DEBUG Segment 98 (LMS Elgendi Beats (5min)):
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DEBUG Segment 99 (LMS Elgendi Beats (5min)):
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DEBUG Segment 100 (LMS Elgendi Beats (5min)):
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DEBUG Segment 101 (LMS Elgendi Beats (5min)):
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DEBUG Segment 102 (LMS Elgendi Beats (5min)):
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DEBUG Segment 103 (LMS Elgendi Beats (5min)):
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DEBUG Segment 104 (LMS Elgendi Beats (5min)):
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DEBUG Segment 105 (LMS Elgendi Beats (5min)):
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DEBUG Segment 106 (LMS Elgendi Beats (5min)):
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DEBUG Segment 107 (LMS Elgendi Beats (5min)):
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DEBUG Segment 108 (LMS Elgendi Beats (5min)):
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DEBUG Segment 109 (LMS Elgendi Beats (5min)):
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DEBUG Segment 110 (LMS Elgendi Beats (5min)):
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DEBUG Segment 111 (LMS Elgendi Beats (5min)):
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DEBUG Segment 112 (LMS Elgendi Beats (5min)):
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DEBUG Segment 113 (LMS Elgendi Beats (5min)):
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DEBUG Segment 114 (LMS Elgendi Beats (5min)):
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DEBUG Segment 115 (LMS Elgendi Beats (5min)):
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DEBUG Segment 116 (LMS Elgendi Beats (5min)):
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DEBUG Segment 117 (LMS Elgendi Beats (5min)):
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DEBUG Segment 118 (LMS Elgendi Beats (5min)):
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DEBUG Segment 119 (LMS Elgendi Beats (5min)):
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DEBUG Segment 120 (LMS Elgendi Beats (5min)):
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DEBUG Segment 121 (LMS Elgendi Beats (5min)):
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DEBUG Segment 122 (LMS Elgendi Beats (5min)):
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DEBUG Segment 123 (LMS Elgendi Beats (5min)):
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DEBUG Segment 124 (LMS Elgendi Beats (5min)):
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DEBUG Segment 125 (LMS Elgendi Beats (5min)):
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DEBUG Segment 126 (LMS Elgendi Beats (5min)):
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DEBUG Segment 127 (LMS Elgendi Beats (5min)):
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DEBUG Segment 128 (LMS Elgendi Beats (5min)):
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DEBUG Segment 129 (LMS Elgendi Beats (5min)):
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DEBUG Segment 130 (LMS Elgendi Beats (5min)):
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DEBUG Segment 131 (LMS Elgendi Beats (5min)):
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DEBUG Segment 132 (LMS Elgendi Beats (5min)):
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DEBUG Segment 133 (LMS Elgendi Beats (5min)):
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DEBUG Segment 134 (LMS Elgendi Beats (5min)):
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DEBUG Segment 135 (LMS Elgendi Beats (5min)):
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DEBUG Segment 136 (LMS Elgendi Beats (5min)):
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DEBUG Segment 137 (LMS Elgendi Beats (5min)):
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DEBUG Segment 138 (LMS Elgendi Beats (5min)):
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DEBUG Segment 139 (LMS Elgendi Beats (5min)):
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DEBUG Segment 140 (LMS Elgendi Beats (5min)):
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DEBUG Segment 141 (LMS Elgendi Beats (5min)):
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DEBUG Segment 142 (LMS Elgendi Beats (5min)):
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DEBUG Segment 143 (LMS Elgendi Beats (5min)):
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DEBUG Segment 144 (LMS Elgendi Beats (5min)):
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DEBUG Segment 148 (LMS Elgendi Beats (5min)):
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DEBUG Segment 149 (LMS Elgendi Beats (5min)):
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DEBUG Segment 150 (LMS Elgendi Beats (5min)):
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DEBUG Segment 154 (LMS Elgendi Beats (5min)):
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DEBUG Segment 157 (LMS Elgendi Beats (5min)):
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DEBUG Segment 158 (LMS Elgendi Beats (5min)):
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DEBUG Segment 163 (LMS Elgendi Beats (5min)):
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DEBUG Segment 164 (LMS Elgendi Beats (5min)):
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DEBUG Segment 165 (LMS Elgendi Beats (5min)):
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DEBUG Segment 166 (LMS Elgendi Beats (5min)):
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DEBUG Segment 167 (LMS Elgendi Beats (5min)):
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DEBUG Segment 168 (LMS Elgendi Beats (5min)):
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DEBUG Segment 169 (LMS Elgendi Beats (5min)):
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DEBUG Segment 170 (LMS Elgendi Beats (5min)):
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DEBUG Segment 171 (LMS Elgendi Beats (5min)):
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DEBUG Segment 172 (LMS Elgendi Beats (5min)):
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DEBUG Segment 173 (LMS Elgendi Beats (5min)):
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DEBUG Segment 174 (LMS Elgendi Beats (5min)):
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DEBUG Segment 175 (LMS Elgendi Beats (5min)):
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DEBUG Segment 176 (LMS Elgendi Beats (5min)):
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DEBUG Segment 177 (LMS Elgendi Beats (5min)):
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DEBUG Segment 178 (LMS Elgendi Beats (5min)):
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DEBUG Segment 179 (LMS Elgendi Beats (5min)):
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DEBUG Segment 180 (LMS Elgendi Beats (5min)):
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DEBUG Segment 181 (LMS Elgendi Beats (5min)):
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DEBUG Segment 182 (LMS Elgendi Beats (5min)):
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DEBUG Segment 183 (LMS Elgendi Beats (5min)):
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DEBUG Segment 184 (LMS Elgendi Beats (5min)):
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DEBUG Segment 185 (LMS Elgendi Beats (5min)):
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DEBUG Segment 186 (LMS Elgendi Beats (5min)):
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DEBUG Segment 187 (LMS Elgendi Beats (5min)):
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DEBUG Segment 188 (LMS Elgendi Beats (5min)):
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DEBUG Segment 189 (LMS Elgendi Beats (5min)):
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DEBUG Segment 190 (LMS Elgendi Beats (5min)):
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DEBUG Segment 191 (LMS Elgendi Beats (5min)):
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DEBUG Segment 192 (LMS Elgendi Beats (5min)):
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DEBUG Segment 193 (LMS Elgendi Beats (5min)):
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DEBUG Segment 194 (LMS Elgendi Beats (5min)):
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DEBUG Segment 195 (LMS Elgendi Beats (5min)):
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DEBUG Segment 196 (LMS Elgendi Beats (5min)):
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DEBUG Segment 197 (LMS Elgendi Beats (5min)):
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DEBUG Segment 198 (LMS Elgendi Beats (5min)):
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DEBUG Segment 199 (LMS Elgendi Beats (5min)):
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DEBUG Segment 200 (LMS Elgendi Beats (5min)):
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DEBUG Segment 201 (LMS Elgendi Beats (5min)):
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DEBUG Segment 202 (LMS Elgendi Beats (5min)):
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DEBUG Segment 203 (LMS Elgendi Beats (5min)):
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DEBUG Segment 204 (LMS Elgendi Beats (5min)):
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DEBUG Segment 205 (LMS Elgendi Beats (5min)):
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DEBUG Segment 206 (LMS Elgendi Beats (5min)):
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DEBUG Segment 207 (LMS Elgendi Beats (5min)):
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DEBUG Segment 208 (LMS Elgendi Beats (5min)):
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DEBUG Segment 209 (LMS Elgendi Beats (5min)):
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DEBUG Segment 210 (LMS Elgendi Beats (5min)):
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DEBUG Segment 211 (LMS Elgendi Beats (5min)):
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DEBUG Segment 212 (LMS Elgendi Beats (5min)):
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DEBUG Segment 213 (LMS Elgendi Beats (5min)):
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DEBUG Segment 214 (LMS Elgendi Beats (5min)):
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DEBUG Segment 215 (LMS Elgendi Beats (5min)):
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DEBUG Segment 216 (LMS Elgendi Beats (5min)):
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DEBUG Segment 217 (LMS Elgendi Beats (5min)):
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DEBUG Segment 218 (LMS Elgendi Beats (5min)):
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DEBUG Segment 219 (LMS Elgendi Beats (5min)):
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DEBUG Segment 220 (LMS Elgendi Beats (5min)):
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DEBUG Segment 223 (LMS Elgendi Beats (5min)):
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DEBUG Segment 224 (LMS Elgendi Beats (5min)):
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DEBUG Segment 225 (LMS Elgendi Beats (5min)):
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DEBUG Segment 226 (LMS Elgendi Beats (5min)):
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DEBUG Segment 227 (LMS Elgendi Beats (5min)):
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DEBUG Segment 228 (LMS Elgendi Beats (5min)):
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DEBUG Segment 229 (LMS Elgendi Beats (5min)):
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DEBUG Segment 230 (LMS Elgendi Beats (5min)):
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DEBUG Segment 231 (LMS Elgendi Beats (5min)):
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DEBUG Segment 232 (LMS Elgendi Beats (5min)):
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DEBUG Segment 233 (LMS Elgendi Beats (5min)):
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DEBUG Segment 234 (LMS Elgendi Beats (5min)):
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DEBUG Segment 235 (LMS Elgendi Beats (5min)):
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DEBUG Segment 236 (LMS Elgendi Beats (5min)):
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DEBUG Segment 237 (LMS Elgendi Beats (5min)):
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DEBUG Segment 238 (LMS Elgendi Beats (5min)):
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DEBUG Segment 239 (LMS Elgendi Beats (5min)):
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DEBUG Segment 240 (LMS Elgendi Beats (5min)):
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DEBUG Segment 241 (LMS Elgendi Beats (5min)):
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DEBUG Segment 242 (LMS Elgendi Beats (5min)):
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DEBUG Segment 243 (LMS Elgendi Beats (5min)):
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DEBUG Segment 244 (LMS Elgendi Beats (5min)):
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DEBUG Segment 245 (LMS Elgendi Beats (5min)):
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DEBUG Segment 246 (LMS Elgendi Beats (5min)):
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DEBUG Segment 247 (LMS Elgendi Beats (5min)):
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DEBUG Segment 248 (LMS Elgendi Beats (5min)):
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DEBUG Segment 249 (LMS Elgendi Beats (5min)):
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DEBUG Segment 250 (LMS Elgendi Beats (5min)):
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DEBUG Segment 251 (LMS Elgendi Beats (5min)):
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DEBUG Segment 252 (LMS Elgendi Beats (5min)):
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DEBUG Segment 253 (LMS Elgendi Beats (5min)):
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DEBUG Segment 254 (LMS Elgendi Beats (5min)):
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DEBUG Segment 255 (LMS Elgendi Beats (5min)):
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DEBUG Segment 256 (LMS Elgendi Beats (5min)):
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DEBUG Segment 257 (LMS Elgendi Beats (5min)):
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DEBUG Segment 258 (LMS Elgendi Beats (5min)):
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DEBUG Segment 259 (LMS Elgendi Beats (5min)):
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DEBUG Segment 260 (LMS Elgendi Beats (5min)):
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DEBUG Segment 261 (LMS Elgendi Beats (5min)):
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DEBUG Segment 262 (LMS Elgendi Beats (5min)):
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DEBUG Segment 263 (LMS Elgendi Beats (5min)):
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DEBUG Segment 264 (LMS Elgendi Beats (5min)):
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DEBUG Segment 265 (LMS Elgendi Beats (5min)):
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DEBUG Segment 266 (LMS Elgendi Beats (5min)):
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DEBUG Segment 267 (LMS Elgendi Beats (5min)):
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DEBUG Segment 268 (LMS Elgendi Beats (5min)):
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DEBUG Segment 269 (LMS Elgendi Beats (5min)):
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DEBUG Segment 270 (LMS Elgendi Beats (5min)):
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DEBUG Segment 271 (LMS Elgendi Beats (5min)):
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DEBUG Segment 272 (LMS Elgendi Beats (5min)):
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DEBUG Segment 273 (LMS Elgendi Beats (5min)):
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DEBUG Segment 274 (LMS Elgendi Beats (5min)):
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DEBUG Segment 275 (LMS Elgendi Beats (5min)):
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DEBUG Segment 276 (LMS Elgendi Beats (5min)):
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DEBUG Segment 277 (LMS Elgendi Beats (5min)):
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DEBUG Segment 278 (LMS Elgendi Beats (5min)):
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DEBUG Segment 279 (LMS Elgendi Beats (5min)):
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DEBUG Segment 280 (LMS Elgendi Beats (5min)):
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DEBUG Segment 281 (LMS Elgendi Beats (5min)):
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DEBUG Segment 282 (LMS Elgendi Beats (5min)):
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DEBUG Segment 283 (LMS Elgendi Beats (5min)):
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DEBUG Segment 284 (LMS Elgendi Beats (5min)):
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DEBUG Segment 285 (LMS Elgendi Beats (5min)):
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DEBUG Segment 286 (LMS Elgendi Beats (5min)):
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DEBUG Segment 287 (LMS Elgendi Beats (5min)):
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DEBUG Segment 288 (LMS Elgendi Beats (5min)):
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DEBUG Segment 289 (LMS Elgendi Beats (5min)):
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DEBUG Segment 290 (LMS Elgendi Beats (5min)):
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DEBUG Segment 291 (LMS Elgendi Beats (5min)):
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DEBUG Segment 292 (LMS Elgendi Beats (5min)):
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DEBUG Segment 293 (LMS Elgendi Beats (5min)):
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DEBUG Segment 294 (LMS Elgendi Beats (5min)):
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DEBUG Segment 295 (LMS Elgendi Beats (5min)):
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DEBUG Segment 296 (LMS Elgendi Beats (5min)):
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DEBUG Segment 297 (LMS Elgendi Beats (5min)):
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DEBUG Segment 298 (LMS Elgendi Beats (5min)):
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DEBUG Segment 299 (LMS Elgendi Beats (5min)):
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DEBUG Segment 300 (LMS Elgendi Beats (5min)):
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DEBUG Segment 301 (LMS Elgendi Beats (5min)):
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DEBUG Segment 302 (LMS Elgendi Beats (5min)):
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DEBUG Segment 303 (LMS Elgendi Beats (5min)):
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DEBUG Segment 304 (LMS Elgendi Beats (5min)):
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DEBUG Segment 305 (LMS Elgendi Beats (5min)):
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DEBUG Segment 306 (LMS Elgendi Beats (5min)):
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DEBUG Segment 307 (LMS Elgendi Beats (5min)):
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DEBUG Segment 308 (LMS Elgendi Beats (5min)):
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DEBUG Segment 309 (LMS Elgendi Beats (5min)):
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DEBUG Segment 310 (LMS Elgendi Beats (5min)):
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DEBUG Segment 311 (LMS Elgendi Beats (5min)):
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DEBUG Segment 312 (LMS Elgendi Beats (5min)):
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DEBUG Segment 313 (LMS Elgendi Beats (5min)):
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DEBUG Segment 314 (LMS Elgendi Beats (5min)):
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DEBUG Segment 315 (LMS Elgendi Beats (5min)):
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DEBUG Segment 316 (LMS Elgendi Beats (5min)):
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DEBUG Segment 317 (LMS Elgendi Beats (5min)):
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DEBUG Segment 318 (LMS Elgendi Beats (5min)):
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DEBUG Segment 319 (LMS Elgendi Beats (5min)):
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DEBUG Segment 320 (LMS Elgendi Beats (5min)):
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DEBUG Segment 321 (LMS Elgendi Beats (5min)):
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DEBUG Segment 322 (LMS Elgendi Beats (5min)):
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DEBUG Segment 323 (LMS Elgendi Beats (5min)):
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DEBUG Segment 324 (LMS Elgendi Beats (5min)):
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DEBUG Segment 325 (LMS Elgendi Beats (5min)):
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DEBUG Segment 326 (LMS Elgendi Beats (5min)):
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DEBUG Segment 327 (LMS Elgendi Beats (5min)):
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DEBUG Segment 328 (LMS Elgendi Beats (5min)):
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DEBUG Segment 329 (LMS Elgendi Beats (5min)):
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DEBUG Segment 330 (LMS Elgendi Beats (5min)):
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DEBUG Segment 331 (LMS Elgendi Beats (5min)):
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DEBUG Segment 332 (LMS Elgendi Beats (5min)):
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DEBUG Segment 333 (LMS Elgendi Beats (5min)):
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DEBUG Segment 334 (LMS Elgendi Beats (5min)):
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DEBUG Segment 335 (LMS Elgendi Beats (5min)):
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DEBUG Segment 336 (LMS Elgendi Beats (5min)):
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DEBUG Segment 337 (LMS Elgendi Beats (5min)):
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DEBUG Segment 338 (LMS Elgendi Beats (5min)):
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DEBUG Segment 339 (LMS Elgendi Beats (5min)):
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DEBUG Segment 340 (LMS Elgendi Beats (5min)):
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DEBUG Segment 341 (LMS Elgendi Beats (5min)):
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DEBUG Segment 342 (LMS Elgendi Beats (5min)):
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DEBUG Segment 343 (LMS Elgendi Beats (5min)):
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DEBUG Segment 344 (LMS Elgendi Beats (5min)):
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DEBUG Segment 345 (LMS Elgendi Beats (5min)):
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DEBUG Segment 346 (LMS Elgendi Beats (5min)):
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DEBUG Segment 347 (LMS Elgendi Beats (5min)):
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DEBUG Segment 348 (LMS Elgendi Beats (5min)):
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DEBUG Segment 349 (LMS Elgendi Beats (5min)):
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DEBUG Segment 350 (LMS Elgendi Beats (5min)):
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DEBUG Segment 351 (LMS Elgendi Beats (5min)):
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DEBUG Segment 352 (LMS Elgendi Beats (5min)):
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DEBUG Segment 353 (LMS Elgendi Beats (5min)):
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DEBUG Segment 354 (LMS Elgendi Beats (5min)):
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DEBUG Segment 355 (LMS Elgendi Beats (5min)):
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DEBUG Segment 356 (LMS Elgendi Beats (5min)):
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DEBUG Segment 357 (LMS Elgendi Beats (5min)):
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DEBUG Segment 358 (LMS Elgendi Beats (5min)):
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DEBUG Segment 359 (LMS Elgendi Beats (5min)):
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DEBUG Segment 360 (LMS Elgendi Beats (5min)):
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DEBUG Segment 361 (LMS Elgendi Beats (5min)):
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DEBUG Segment 362 (LMS Elgendi Beats (5min)):
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DEBUG Segment 363 (LMS Elgendi Beats (5min)):
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DEBUG Segment 364 (LMS Elgendi Beats (5min)):
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DEBUG Segment 365 (LMS Elgendi Beats (5min)):
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DEBUG Segment 366 (LMS Elgendi Beats (5min)):
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DEBUG Segment 367 (LMS Elgendi Beats (5min)):
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DEBUG Segment 368 (LMS Elgendi Beats (5min)):
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DEBUG Segment 369 (LMS Elgendi Beats (5min)):
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DEBUG Segment 370 (LMS Elgendi Beats (5min)):
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DEBUG Segment 371 (LMS Elgendi Beats (5min)):
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DEBUG Segment 372 (LMS Elgendi Beats (5min)):
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DEBUG Segment 373 (LMS Elgendi Beats (5min)):
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DEBUG Segment 374 (LMS Elgendi Beats (5min)):
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DEBUG Segment 375 (LMS Elgendi Beats (5min)):
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DEBUG Segment 376 (LMS Elgendi Beats (5min)):
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DEBUG Segment 377 (LMS Elgendi Beats (5min)):
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DEBUG Segment 378 (LMS Elgendi Beats (5min)):
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DEBUG Segment 379 (LMS Elgendi Beats (5min)):
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DEBUG Segment 380 (LMS Elgendi Beats (5min)):
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DEBUG Segment 381 (LMS Elgendi Beats (5min)):
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DEBUG Segment 382 (LMS Elgendi Beats (5min)):
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DEBUG Segment 383 (LMS Elgendi Beats (5min)):
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DEBUG Segment 384 (LMS Elgendi Beats (5min)):
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DEBUG Segment 385 (LMS Elgendi Beats (5min)):
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DEBUG Segment 386 (LMS Elgendi Beats (5min)):
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DEBUG Segment 387 (LMS Elgendi Beats (5min)):
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DEBUG Segment 388 (LMS Elgendi Beats (5min)):
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DEBUG Segment 389 (LMS Elgendi Beats (5min)):
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DEBUG Segment 390 (LMS Elgendi Beats (5min)):
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DEBUG Segment 391 (LMS Elgendi Beats (5min)):
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DEBUG Segment 392 (LMS Elgendi Beats (5min)):
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DEBUG Segment 393 (LMS Elgendi Beats (5min)):
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DEBUG Segment 394 (LMS Elgendi Beats (5min)):
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DEBUG Segment 395 (LMS Elgendi Beats (5min)):
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DEBUG Segment 396 (LMS Elgendi Beats (5min)):
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DEBUG Segment 397 (LMS Elgendi Beats (5min)):
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DEBUG Segment 398 (LMS Elgendi Beats (5min)):
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DEBUG Segment 399 (LMS Elgendi Beats (5min)):
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DEBUG Segment 400 (LMS Elgendi Beats (5min)):
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DEBUG Segment 401 (LMS Elgendi Beats (5min)):
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DEBUG Segment 402 (LMS Elgendi Beats (5min)):
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DEBUG Segment 403 (LMS Elgendi Beats (5min)):
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DEBUG Segment 404 (LMS Elgendi Beats (5min)):
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DEBUG Segment 405 (LMS Elgendi Beats (5min)):
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DEBUG Segment 406 (LMS Elgendi Beats (5min)):
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DEBUG Segment 407 (LMS Elgendi Beats (5min)):
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DEBUG Segment 408 (LMS Elgendi Beats (5min)):
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DEBUG Segment 409 (LMS Elgendi Beats (5min)):
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DEBUG Segment 410 (LMS Elgendi Beats (5min)):
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DEBUG Segment 411 (LMS Elgendi Beats (5min)):
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DEBUG Segment 412 (LMS Elgendi Beats (5min)):
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DEBUG Segment 413 (LMS Elgendi Beats (5min)):
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DEBUG Segment 414 (LMS Elgendi Beats (5min)):
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DEBUG Segment 415 (LMS Elgendi Beats (5min)):
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DEBUG Segment 416 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0
---- LMS Elgendi Beats (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added LMS results for Elgendi Beats: CR Rice=1.597, CR Huff=1.746, mean L2=29.87424
Best params for NLMS Elgendi Beats (10s): {'order': 4, 'mu': 0.01} (avg l2-norm=0.00000)

DEBUG Segment 0 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 1 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 2 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 3 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 4 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 5 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 6 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 7 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 8 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 9 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 10 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 11 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 12 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 13 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 14 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 15 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 16 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 17 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 18 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 19 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 20 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 21 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 22 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 23 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 24 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 25 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 26 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 27 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 28 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 29 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 30 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 31 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 32 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 33 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 34 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 35 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 36 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 37 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 38 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 39 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 40 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 41 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 42 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 43 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 44 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 45 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 46 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 47 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 48 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 49 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 50 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 51 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 52 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 53 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 54 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 55 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 56 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 57 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 58 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 59 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 60 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 61 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 62 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 63 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 65 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 66 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 67 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 68 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 69 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 70 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 71 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 72 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 73 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 74 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 75 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 76 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 77 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 78 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 79 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 80 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 81 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 82 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 83 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 84 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 85 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 86 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 87 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 90 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 91 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 92 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 93 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 94 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 95 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 96 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 97 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 98 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 99 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 100 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 101 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 102 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 103 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 104 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 105 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 106 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 107 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 108 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 109 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 110 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 111 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 112 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 113 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 114 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 115 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 116 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 117 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 118 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 119 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 120 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 121 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 122 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 123 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 124 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 125 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 126 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 127 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 128 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 129 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 130 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 131 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 132 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 133 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 134 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 135 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 136 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 137 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 138 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 139 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 140 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 141 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 142 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 143 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 144 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 175 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 177 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 178 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 179 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 180 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 181 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 182 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 183 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 184 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 185 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 186 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 187 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 188 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 189 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 190 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 191 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 192 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 193 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 206 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 209 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 213 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 215 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 226 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 227 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 249 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 250 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 251 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 252 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 253 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 255 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 256 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 259 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 260 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 261 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 262 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 263 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 264 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 265 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 266 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 267 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 268 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 269 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 270 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 271 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 272 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 273 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 274 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 275 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 276 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 277 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 278 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 279 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 280 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 281 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 282 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 283 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 284 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 285 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 286 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 287 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 288 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 289 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 290 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 291 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 292 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 293 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 294 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 295 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 297 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 300 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 301 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 306 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 307 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 308 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 311 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 312 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 313 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 314 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 315 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 316 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 317 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 319 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 320 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 321 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 322 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 323 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 324 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 325 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 326 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 327 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 328 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 329 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 330 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 331 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 332 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 333 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 334 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 335 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 336 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 337 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 338 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 339 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 340 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 341 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 342 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 343 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 344 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 345 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 346 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 347 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 348 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 349 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 350 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 351 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 352 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 353 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 354 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 355 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 356 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 357 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 358 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 359 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 360 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 361 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 362 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 363 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 364 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 365 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 366 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 367 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 368 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 369 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 370 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 371 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 372 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 373 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 374 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 375 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 376 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 377 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 378 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 379 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 380 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 381 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 382 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 383 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 384 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 385 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 386 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 387 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 388 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 389 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 390 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 392 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 393 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 394 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 395 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 396 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 397 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-25 -29 -35 -38 -35]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 398 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-29 -29 -28 -29 -29]
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L2 calculation: 0.0

DEBUG Segment 399 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-46 -49 -51 -49 -45]
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L2 calculation: 0.0

DEBUG Segment 400 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 401 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 402 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 403 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 404 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 405 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 406 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 407 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 408 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 409 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 410 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 411 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 412 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 413 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 414 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 415 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-62 -62 -62 -60 -61]
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DEBUG Segment 416 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-66 -67 -65 -66 -67]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- NLMS Elgendi Beats (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added NLMS results for Elgendi Beats: CR Rice=1.555, CR Huff=1.725, mean L2=32.60580
Best params for GASS Elgendi Beats (10s): {'order': 4, 'mu': 1e-07, 'rho': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (GASS Elgendi Beats (5min)):
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DEBUG Segment 1 (GASS Elgendi Beats (5min)):
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DEBUG Segment 2 (GASS Elgendi Beats (5min)):
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DEBUG Segment 3 (GASS Elgendi Beats (5min)):
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DEBUG Segment 4 (GASS Elgendi Beats (5min)):
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DEBUG Segment 5 (GASS Elgendi Beats (5min)):
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DEBUG Segment 6 (GASS Elgendi Beats (5min)):
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DEBUG Segment 7 (GASS Elgendi Beats (5min)):
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DEBUG Segment 8 (GASS Elgendi Beats (5min)):
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DEBUG Segment 9 (GASS Elgendi Beats (5min)):
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DEBUG Segment 10 (GASS Elgendi Beats (5min)):
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DEBUG Segment 11 (GASS Elgendi Beats (5min)):
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DEBUG Segment 12 (GASS Elgendi Beats (5min)):
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DEBUG Segment 13 (GASS Elgendi Beats (5min)):
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DEBUG Segment 14 (GASS Elgendi Beats (5min)):
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DEBUG Segment 15 (GASS Elgendi Beats (5min)):
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DEBUG Segment 16 (GASS Elgendi Beats (5min)):
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DEBUG Segment 17 (GASS Elgendi Beats (5min)):
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DEBUG Segment 18 (GASS Elgendi Beats (5min)):
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DEBUG Segment 19 (GASS Elgendi Beats (5min)):
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DEBUG Segment 20 (GASS Elgendi Beats (5min)):
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DEBUG Segment 21 (GASS Elgendi Beats (5min)):
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DEBUG Segment 22 (GASS Elgendi Beats (5min)):
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DEBUG Segment 23 (GASS Elgendi Beats (5min)):
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DEBUG Segment 24 (GASS Elgendi Beats (5min)):
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DEBUG Segment 25 (GASS Elgendi Beats (5min)):
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DEBUG Segment 26 (GASS Elgendi Beats (5min)):
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DEBUG Segment 27 (GASS Elgendi Beats (5min)):
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DEBUG Segment 28 (GASS Elgendi Beats (5min)):
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DEBUG Segment 29 (GASS Elgendi Beats (5min)):
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DEBUG Segment 30 (GASS Elgendi Beats (5min)):
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DEBUG Segment 31 (GASS Elgendi Beats (5min)):
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DEBUG Segment 32 (GASS Elgendi Beats (5min)):
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DEBUG Segment 33 (GASS Elgendi Beats (5min)):
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DEBUG Segment 34 (GASS Elgendi Beats (5min)):
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DEBUG Segment 35 (GASS Elgendi Beats (5min)):
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DEBUG Segment 36 (GASS Elgendi Beats (5min)):
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DEBUG Segment 37 (GASS Elgendi Beats (5min)):
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DEBUG Segment 38 (GASS Elgendi Beats (5min)):
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DEBUG Segment 39 (GASS Elgendi Beats (5min)):
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DEBUG Segment 40 (GASS Elgendi Beats (5min)):
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DEBUG Segment 41 (GASS Elgendi Beats (5min)):
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DEBUG Segment 42 (GASS Elgendi Beats (5min)):
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DEBUG Segment 43 (GASS Elgendi Beats (5min)):
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DEBUG Segment 44 (GASS Elgendi Beats (5min)):
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DEBUG Segment 45 (GASS Elgendi Beats (5min)):
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DEBUG Segment 46 (GASS Elgendi Beats (5min)):
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DEBUG Segment 47 (GASS Elgendi Beats (5min)):
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DEBUG Segment 48 (GASS Elgendi Beats (5min)):
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DEBUG Segment 49 (GASS Elgendi Beats (5min)):
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DEBUG Segment 50 (GASS Elgendi Beats (5min)):
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DEBUG Segment 51 (GASS Elgendi Beats (5min)):
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DEBUG Segment 52 (GASS Elgendi Beats (5min)):
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DEBUG Segment 53 (GASS Elgendi Beats (5min)):
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DEBUG Segment 54 (GASS Elgendi Beats (5min)):
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DEBUG Segment 55 (GASS Elgendi Beats (5min)):
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DEBUG Segment 56 (GASS Elgendi Beats (5min)):
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DEBUG Segment 57 (GASS Elgendi Beats (5min)):
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DEBUG Segment 58 (GASS Elgendi Beats (5min)):
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DEBUG Segment 59 (GASS Elgendi Beats (5min)):
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DEBUG Segment 60 (GASS Elgendi Beats (5min)):
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DEBUG Segment 61 (GASS Elgendi Beats (5min)):
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DEBUG Segment 62 (GASS Elgendi Beats (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 399 (GASS Elgendi Beats (5min)):
Original[4:9]: [-46 -49 -51 -49 -45]
Recon[4:9]:    [-46 -49 -51 -49 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 400 (GASS Elgendi Beats (5min)):
Original[4:9]: [-50 -53 -55 -57 -56]
Recon[4:9]:    [-50 -53 -55 -57 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 401 (GASS Elgendi Beats (5min)):
Original[4:9]: [-75 -74 -74 -76 -79]
Recon[4:9]:    [-75 -74 -74 -76 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 402 (GASS Elgendi Beats (5min)):
Original[4:9]: [-57 -59 -60 -58 -60]
Recon[4:9]:    [-57 -59 -60 -58 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 403 (GASS Elgendi Beats (5min)):
Original[4:9]: [-35 -37 -36 -38 -39]
Recon[4:9]:    [-35 -37 -36 -38 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 404 (GASS Elgendi Beats (5min)):
Original[4:9]: [-35 -32 -32 -32 -34]
Recon[4:9]:    [-35 -32 -32 -32 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 405 (GASS Elgendi Beats (5min)):
Original[4:9]: [-40 -43 -40 -39 -39]
Recon[4:9]:    [-40 -43 -40 -39 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 406 (GASS Elgendi Beats (5min)):
Original[4:9]: [-45 -45 -45 -48 -51]
Recon[4:9]:    [-45 -45 -45 -48 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 407 (GASS Elgendi Beats (5min)):
Original[4:9]: [-64 -64 -66 -62 -58]
Recon[4:9]:    [-64 -64 -66 -62 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 408 (GASS Elgendi Beats (5min)):
Original[4:9]: [-65 -64 -60 -61 -61]
Recon[4:9]:    [-65 -64 -60 -61 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 409 (GASS Elgendi Beats (5min)):
Original[4:9]: [-65 -67 -69 -67 -68]
Recon[4:9]:    [-65 -67 -69 -67 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 410 (GASS Elgendi Beats (5min)):
Original[4:9]: [-55 -56 -54 -51 -53]
Recon[4:9]:    [-55 -56 -54 -51 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 411 (GASS Elgendi Beats (5min)):
Original[4:9]: [-58 -60 -65 -70 -67]
Recon[4:9]:    [-58 -60 -65 -70 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 412 (GASS Elgendi Beats (5min)):
Original[4:9]: [-46 -48 -51 -55 -53]
Recon[4:9]:    [-46 -48 -51 -55 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 413 (GASS Elgendi Beats (5min)):
Original[4:9]: [-52 -54 -54 -55 -56]
Recon[4:9]:    [-52 -54 -54 -55 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 414 (GASS Elgendi Beats (5min)):
Original[4:9]: [-48 -46 -43 -44 -49]
Recon[4:9]:    [-48 -46 -43 -44 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 415 (GASS Elgendi Beats (5min)):
Original[4:9]: [-62 -62 -62 -60 -61]
Recon[4:9]:    [-62 -62 -62 -60 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 416 (GASS Elgendi Beats (5min)):
Original[4:9]: [-66 -67 -65 -66 -67]
Recon[4:9]:    [-66 -67 -65 -66 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- GASS Elgendi Beats (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added GASS results for Elgendi Beats: CR Rice=1.957, CR Huff=2.090, mean L2=15.77006
Best params for LMS Hamilton Beats (10s): {'order': 4, 'mu': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (LMS Hamilton Beats (5min)):
Original[4:9]: [-89 -89 -89 -89 -90]
Recon[4:9]:    [-89 -89 -89 -89 -90]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (LMS Hamilton Beats (5min)):
Original[4:9]: [-63 -63 -65 -66 -65]
Recon[4:9]:    [-63 -63 -65 -66 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (LMS Hamilton Beats (5min)):
Original[4:9]: [-68 -69 -68 -70 -70]
Recon[4:9]:    [-68 -69 -68 -70 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (LMS Hamilton Beats (5min)):
Original[4:9]: [-65 -63 -63 -63 -65]
Recon[4:9]:    [-65 -63 -63 -63 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -56 -54 -54 -55]
Recon[4:9]:    [-57 -56 -54 -54 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -58 -57 -53 -57]
Recon[4:9]:    [-59 -58 -57 -53 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -55 -56 -59 -60]
Recon[4:9]:    [-59 -55 -56 -59 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (LMS Hamilton Beats (5min)):
Original[4:9]: [-62 -59 -57 -57 -59]
Recon[4:9]:    [-62 -59 -57 -57 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -60 -63 -67 -64]
Recon[4:9]:    [-59 -60 -63 -67 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (LMS Hamilton Beats (5min)):
Original[4:9]: [-63 -61 -60 -61 -60]
Recon[4:9]:    [-63 -61 -60 -61 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -58 -60 -56 -60]
Recon[4:9]:    [-59 -58 -60 -56 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (LMS Hamilton Beats (5min)):
Original[4:9]: [-41 -46 -46 -44 -43]
Recon[4:9]:    [-41 -46 -46 -44 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (LMS Hamilton Beats (5min)):
Original[4:9]: [-39 -40 -43 -45 -45]
Recon[4:9]:    [-39 -40 -43 -45 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (LMS Hamilton Beats (5min)):
Original[4:9]: [-50 -49 -51 -51 -51]
Recon[4:9]:    [-50 -49 -51 -51 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (LMS Hamilton Beats (5min)):
Original[4:9]: [-47 -48 -48 -47 -49]
Recon[4:9]:    [-47 -48 -48 -47 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -53 -54 -56 -55]
Recon[4:9]:    [-57 -53 -54 -56 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (LMS Hamilton Beats (5min)):
Original[4:9]: [-66 -64 -65 -66 -66]
Recon[4:9]:    [-66 -64 -65 -66 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (LMS Hamilton Beats (5min)):
Original[4:9]: [-61 -62 -61 -63 -61]
Recon[4:9]:    [-61 -62 -61 -63 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (LMS Hamilton Beats (5min)):
Original[4:9]: [-58 -61 -61 -61 -59]
Recon[4:9]:    [-58 -61 -61 -61 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (LMS Hamilton Beats (5min)):
Original[4:9]: [-66 -65 -65 -64 -63]
Recon[4:9]:    [-66 -65 -65 -64 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -59 -56 -57 -59]
Recon[4:9]:    [-59 -59 -56 -57 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -52 -48 -46 -45]
Recon[4:9]:    [-57 -52 -48 -46 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -54 -54 -52 -56]
Recon[4:9]:    [-56 -54 -54 -52 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (LMS Hamilton Beats (5min)):
Original[4:9]: [-64 -63 -64 -62 -65]
Recon[4:9]:    [-64 -63 -64 -62 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (LMS Hamilton Beats (5min)):
Original[4:9]: [-58 -60 -61 -60 -62]
Recon[4:9]:    [-58 -60 -61 -60 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (LMS Hamilton Beats (5min)):
Original[4:9]: [-58 -61 -63 -64 -59]
Recon[4:9]:    [-58 -61 -63 -64 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -59 -63 -63 -69]
Recon[4:9]:    [-59 -59 -63 -63 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (LMS Hamilton Beats (5min)):
Original[4:9]: [-58 -61 -57 -55 -56]
Recon[4:9]:    [-58 -61 -57 -55 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (LMS Hamilton Beats (5min)):
Original[4:9]: [-58 -60 -59 -63 -61]
Recon[4:9]:    [-58 -60 -59 -63 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (LMS Hamilton Beats (5min)):
Original[4:9]: [-58 -59 -58 -58 -58]
Recon[4:9]:    [-58 -59 -58 -58 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (LMS Hamilton Beats (5min)):
Original[4:9]: [-68 -67 -63 -63 -61]
Recon[4:9]:    [-68 -67 -63 -63 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (LMS Hamilton Beats (5min)):
Original[4:9]: [-58 -56 -53 -58 -55]
Recon[4:9]:    [-58 -56 -53 -58 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (LMS Hamilton Beats (5min)):
Original[4:9]: [-71 -74 -75 -77 -75]
Recon[4:9]:    [-71 -74 -75 -77 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (LMS Hamilton Beats (5min)):
Original[4:9]: [-63 -64 -66 -65 -64]
Recon[4:9]:    [-63 -64 -66 -65 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (LMS Hamilton Beats (5min)):
Original[4:9]: [-50 -46 -47 -50 -50]
Recon[4:9]:    [-50 -46 -47 -50 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (LMS Hamilton Beats (5min)):
Original[4:9]: [-39 -42 -45 -44 -40]
Recon[4:9]:    [-39 -42 -45 -44 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (LMS Hamilton Beats (5min)):
Original[4:9]: [-39 -36 -34 -34 -35]
Recon[4:9]:    [-39 -36 -34 -34 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (LMS Hamilton Beats (5min)):
Original[4:9]: [-51 -54 -54 -57 -56]
Recon[4:9]:    [-51 -54 -54 -57 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (LMS Hamilton Beats (5min)):
Original[4:9]: [-42 -44 -46 -48 -47]
Recon[4:9]:    [-42 -44 -46 -48 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (LMS Hamilton Beats (5min)):
Original[4:9]: [-66 -66 -66 -64 -68]
Recon[4:9]:    [-66 -66 -66 -64 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (LMS Hamilton Beats (5min)):
Original[4:9]: [-69 -68 -68 -68 -68]
Recon[4:9]:    [-69 -68 -68 -68 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (LMS Hamilton Beats (5min)):
Original[4:9]: [-53 -53 -50 -51 -51]
Recon[4:9]:    [-53 -53 -50 -51 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (LMS Hamilton Beats (5min)):
Original[4:9]: [-42 -45 -47 -46 -45]
Recon[4:9]:    [-42 -45 -47 -46 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (LMS Hamilton Beats (5min)):
Original[4:9]: [-49 -50 -51 -51 -47]
Recon[4:9]:    [-49 -50 -51 -51 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (LMS Hamilton Beats (5min)):
Original[4:9]: [-40 -39 -37 -37 -39]
Recon[4:9]:    [-40 -39 -37 -37 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (LMS Hamilton Beats (5min)):
Original[4:9]: [-37 -37 -37 -37 -38]
Recon[4:9]:    [-37 -37 -37 -37 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (LMS Hamilton Beats (5min)):
Original[4:9]: [-36 -35 -37 -35 -34]
Recon[4:9]:    [-36 -35 -37 -35 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (LMS Hamilton Beats (5min)):
Original[4:9]: [-34 -35 -35 -34 -33]
Recon[4:9]:    [-34 -35 -35 -34 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (LMS Hamilton Beats (5min)):
Original[4:9]: [-16 -14 -14 -11  -6]
Recon[4:9]:    [-16 -14 -14 -11  -6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (LMS Hamilton Beats (5min)):
Original[4:9]: [-27 -27 -29 -29 -30]
Recon[4:9]:    [-27 -27 -29 -29 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (LMS Hamilton Beats (5min)):
Original[4:9]: [-32 -35 -35 -32 -31]
Recon[4:9]:    [-32 -35 -35 -32 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (LMS Hamilton Beats (5min)):
Original[4:9]: [-41 -39 -36 -36 -37]
Recon[4:9]:    [-41 -39 -36 -36 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (LMS Hamilton Beats (5min)):
Original[4:9]: [-43 -43 -40 -40 -42]
Recon[4:9]:    [-43 -43 -40 -40 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 53 (LMS Hamilton Beats (5min)):
Original[4:9]: [-52 -54 -55 -55 -55]
Recon[4:9]:    [-52 -54 -55 -55 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 54 (LMS Hamilton Beats (5min)):
Original[4:9]: [-47 -49 -45 -44 -45]
Recon[4:9]:    [-47 -49 -45 -44 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 55 (LMS Hamilton Beats (5min)):
Original[4:9]: [-50 -49 -48 -50 -48]
Recon[4:9]:    [-50 -49 -48 -50 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 56 (LMS Hamilton Beats (5min)):
Original[4:9]: [-61 -58 -55 -57 -59]
Recon[4:9]:    [-61 -58 -55 -57 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 57 (LMS Hamilton Beats (5min)):
Original[4:9]: [-41 -39 -38 -34 -34]
Recon[4:9]:    [-41 -39 -38 -34 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 58 (LMS Hamilton Beats (5min)):
Original[4:9]: [-47 -47 -50 -50 -52]
Recon[4:9]:    [-47 -47 -50 -50 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 59 (LMS Hamilton Beats (5min)):
Original[4:9]: [-43 -44 -42 -43 -42]
Recon[4:9]:    [-43 -44 -42 -43 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 60 (LMS Hamilton Beats (5min)):
Original[4:9]: [-46 -47 -48 -53 -52]
Recon[4:9]:    [-46 -47 -48 -53 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 61 (LMS Hamilton Beats (5min)):
Original[4:9]: [-53 -52 -51 -48 -49]
Recon[4:9]:    [-53 -52 -51 -48 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 62 (LMS Hamilton Beats (5min)):
Original[4:9]: [-49 -50 -51 -50 -47]
Recon[4:9]:    [-49 -50 -51 -50 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 63 (LMS Hamilton Beats (5min)):
Original[4:9]: [-43 -43 -42 -39 -39]
Recon[4:9]:    [-43 -43 -42 -39 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 64 (LMS Hamilton Beats (5min)):
Original[4:9]: [-36 -32 -29 -30 -35]
Recon[4:9]:    [-36 -32 -29 -30 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 65 (LMS Hamilton Beats (5min)):
Original[4:9]: [-42 -42 -40 -41 -43]
Recon[4:9]:    [-42 -42 -40 -41 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 66 (LMS Hamilton Beats (5min)):
Original[4:9]: [-42 -40 -43 -45 -48]
Recon[4:9]:    [-42 -40 -43 -45 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 67 (LMS Hamilton Beats (5min)):
Original[4:9]: [-60 -61 -64 -67 -62]
Recon[4:9]:    [-60 -61 -64 -67 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 68 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -57 -58 -55 -55]
Recon[4:9]:    [-56 -57 -58 -55 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 69 (LMS Hamilton Beats (5min)):
Original[4:9]: [-53 -50 -49 -48 -49]
Recon[4:9]:    [-53 -50 -49 -48 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 70 (LMS Hamilton Beats (5min)):
Original[4:9]: [-60 -62 -61 -64 -63]
Recon[4:9]:    [-60 -62 -61 -64 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 71 (LMS Hamilton Beats (5min)):
Original[4:9]: [-45 -49 -48 -51 -48]
Recon[4:9]:    [-45 -49 -48 -51 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 72 (LMS Hamilton Beats (5min)):
Original[4:9]: [-51 -54 -53 -48 -52]
Recon[4:9]:    [-51 -54 -53 -48 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 73 (LMS Hamilton Beats (5min)):
Original[4:9]: [-53 -52 -49 -49 -52]
Recon[4:9]:    [-53 -52 -49 -49 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 74 (LMS Hamilton Beats (5min)):
Original[4:9]: [-52 -50 -52 -52 -53]
Recon[4:9]:    [-52 -50 -52 -52 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 75 (LMS Hamilton Beats (5min)):
Original[4:9]: [-47 -46 -48 -48 -50]
Recon[4:9]:    [-47 -46 -48 -48 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 76 (LMS Hamilton Beats (5min)):
Original[4:9]: [-55 -53 -51 -49 -49]
Recon[4:9]:    [-55 -53 -51 -49 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 77 (LMS Hamilton Beats (5min)):
Original[4:9]: [-51 -53 -49 -50 -50]
Recon[4:9]:    [-51 -53 -49 -50 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 78 (LMS Hamilton Beats (5min)):
Original[4:9]: [-58 -58 -56 -55 -56]
Recon[4:9]:    [-58 -58 -56 -55 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 79 (LMS Hamilton Beats (5min)):
Original[4:9]: [-63 -64 -60 -60 -59]
Recon[4:9]:    [-63 -64 -60 -60 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 80 (LMS Hamilton Beats (5min)):
Original[4:9]: [-65 -64 -63 -61 -59]
Recon[4:9]:    [-65 -64 -63 -61 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 81 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -55 -54 -49 -47]
Recon[4:9]:    [-57 -55 -54 -49 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 82 (LMS Hamilton Beats (5min)):
Original[4:9]: [-20 -18 -19 -16 -18]
Recon[4:9]:    [-20 -18 -19 -16 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 83 (LMS Hamilton Beats (5min)):
Original[4:9]: [-41 -40 -40 -40 -42]
Recon[4:9]:    [-41 -40 -40 -40 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 84 (LMS Hamilton Beats (5min)):
Original[4:9]: [-65 -64 -63 -56 -52]
Recon[4:9]:    [-65 -64 -63 -56 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 85 (LMS Hamilton Beats (5min)):
Original[4:9]: [-70 -68 -67 -67 -70]
Recon[4:9]:    [-70 -68 -67 -67 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 86 (LMS Hamilton Beats (5min)):
Original[4:9]: [-49 -49 -52 -54 -56]
Recon[4:9]:    [-49 -49 -52 -54 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 87 (LMS Hamilton Beats (5min)):
Original[4:9]: [-70 -69 -72 -71 -65]
Recon[4:9]:    [-70 -69 -72 -71 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 88 (LMS Hamilton Beats (5min)):
Original[4:9]: [-83 -83 -83 -84 -82]
Recon[4:9]:    [-83 -83 -83 -84 -82]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 89 (LMS Hamilton Beats (5min)):
Original[4:9]: [-86 -84 -85 -83 -85]
Recon[4:9]:    [-86 -84 -85 -83 -85]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 90 (LMS Hamilton Beats (5min)):
Original[4:9]: [-75 -73 -75 -75 -75]
Recon[4:9]:    [-75 -73 -75 -75 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 91 (LMS Hamilton Beats (5min)):
Original[4:9]: [-66 -66 -68 -70 -69]
Recon[4:9]:    [-66 -66 -68 -70 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 92 (LMS Hamilton Beats (5min)):
Original[4:9]: [-65 -62 -63 -63 -66]
Recon[4:9]:    [-65 -62 -63 -63 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 93 (LMS Hamilton Beats (5min)):
Original[4:9]: [-52 -54 -52 -52 -55]
Recon[4:9]:    [-52 -54 -52 -52 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 94 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -59 -59 -63 -65]
Recon[4:9]:    [-59 -59 -59 -63 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 95 (LMS Hamilton Beats (5min)):
Original[4:9]: [-51 -48 -44 -38 -34]
Recon[4:9]:    [-51 -48 -44 -38 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 96 (LMS Hamilton Beats (5min)):
Original[4:9]: [-46 -47 -50 -44 -43]
Recon[4:9]:    [-46 -47 -50 -44 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 97 (LMS Hamilton Beats (5min)):
Original[4:9]: [-39 -35 -39 -43 -47]
Recon[4:9]:    [-39 -35 -39 -43 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 98 (LMS Hamilton Beats (5min)):
Original[4:9]: [-42 -40 -39 -43 -46]
Recon[4:9]:    [-42 -40 -39 -43 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 99 (LMS Hamilton Beats (5min)):
Original[4:9]: [-38 -45 -42 -40 -35]
Recon[4:9]:    [-38 -45 -42 -40 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 100 (LMS Hamilton Beats (5min)):
Original[4:9]: [-49 -51 -50 -50 -49]
Recon[4:9]:    [-49 -51 -50 -50 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 101 (LMS Hamilton Beats (5min)):
Original[4:9]: [-29 -30 -33 -36 -36]
Recon[4:9]:    [-29 -30 -33 -36 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 102 (LMS Hamilton Beats (5min)):
Original[4:9]: [-44 -46 -45 -40 -36]
Recon[4:9]:    [-44 -46 -45 -40 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 103 (LMS Hamilton Beats (5min)):
Original[4:9]: [-61 -59 -59 -60 -62]
Recon[4:9]:    [-61 -59 -59 -60 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 104 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -59 -56 -57 -59]
Recon[4:9]:    [-59 -59 -56 -57 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 105 (LMS Hamilton Beats (5min)):
Original[4:9]: [-49 -51 -51 -51 -50]
Recon[4:9]:    [-49 -51 -51 -51 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 106 (LMS Hamilton Beats (5min)):
Original[4:9]: [-33 -31 -37 -39 -43]
Recon[4:9]:    [-33 -31 -37 -39 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 107 (LMS Hamilton Beats (5min)):
Original[4:9]: [-49 -45 -43 -40 -41]
Recon[4:9]:    [-49 -45 -43 -40 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 108 (LMS Hamilton Beats (5min)):
Original[4:9]: [-65 -65 -63 -60 -58]
Recon[4:9]:    [-65 -65 -63 -60 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 109 (LMS Hamilton Beats (5min)):
Original[4:9]: [-50 -51 -53 -54 -53]
Recon[4:9]:    [-50 -51 -53 -54 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 110 (LMS Hamilton Beats (5min)):
Original[4:9]: [-47 -44 -46 -51 -52]
Recon[4:9]:    [-47 -44 -46 -51 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 111 (LMS Hamilton Beats (5min)):
Original[4:9]: [-33 -33 -31 -32 -35]
Recon[4:9]:    [-33 -33 -31 -32 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 112 (LMS Hamilton Beats (5min)):
Original[4:9]: [-54 -57 -56 -54 -52]
Recon[4:9]:    [-54 -57 -56 -54 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 113 (LMS Hamilton Beats (5min)):
Original[4:9]: [-44 -45 -43 -43 -41]
Recon[4:9]:    [-44 -45 -43 -43 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 114 (LMS Hamilton Beats (5min)):
Original[4:9]: [-67 -67 -66 -64 -65]
Recon[4:9]:    [-67 -67 -66 -64 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 115 (LMS Hamilton Beats (5min)):
Original[4:9]: [-58 -64 -66 -64 -64]
Recon[4:9]:    [-58 -64 -66 -64 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 116 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -53 -58 -58 -59]
Recon[4:9]:    [-56 -53 -58 -58 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 117 (LMS Hamilton Beats (5min)):
Original[4:9]: [-55 -51 -49 -47 -46]
Recon[4:9]:    [-55 -51 -49 -47 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 118 (LMS Hamilton Beats (5min)):
Original[4:9]: [-54 -56 -58 -57 -57]
Recon[4:9]:    [-54 -56 -58 -57 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 119 (LMS Hamilton Beats (5min)):
Original[4:9]: [-64 -61 -60 -61 -58]
Recon[4:9]:    [-64 -61 -60 -61 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 120 (LMS Hamilton Beats (5min)):
Original[4:9]: [-63 -59 -58 -57 -61]
Recon[4:9]:    [-63 -59 -58 -57 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 121 (LMS Hamilton Beats (5min)):
Original[4:9]: [-50 -51 -49 -44 -51]
Recon[4:9]:    [-50 -51 -49 -44 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 122 (LMS Hamilton Beats (5min)):
Original[4:9]: [-55 -55 -57 -57 -58]
Recon[4:9]:    [-55 -55 -57 -57 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 123 (LMS Hamilton Beats (5min)):
Original[4:9]: [-70 -66 -63 -65 -67]
Recon[4:9]:    [-70 -66 -63 -65 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 124 (LMS Hamilton Beats (5min)):
Original[4:9]: [-74 -70 -71 -74 -77]
Recon[4:9]:    [-74 -70 -71 -74 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 125 (LMS Hamilton Beats (5min)):
Original[4:9]: [-67 -62 -65 -67 -71]
Recon[4:9]:    [-67 -62 -65 -67 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 126 (LMS Hamilton Beats (5min)):
Original[4:9]: [-50 -52 -56 -55 -53]
Recon[4:9]:    [-50 -52 -56 -55 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 127 (LMS Hamilton Beats (5min)):
Original[4:9]: [-44 -45 -48 -49 -49]
Recon[4:9]:    [-44 -45 -48 -49 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 128 (LMS Hamilton Beats (5min)):
Original[4:9]: [-58 -56 -55 -56 -60]
Recon[4:9]:    [-58 -56 -55 -56 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 129 (LMS Hamilton Beats (5min)):
Original[4:9]: [-46 -41 -46 -45 -47]
Recon[4:9]:    [-46 -41 -46 -45 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 130 (LMS Hamilton Beats (5min)):
Original[4:9]: [-36 -36 -38 -40 -39]
Recon[4:9]:    [-36 -36 -38 -40 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 131 (LMS Hamilton Beats (5min)):
Original[4:9]: [-40 -38 -38 -42 -41]
Recon[4:9]:    [-40 -38 -38 -42 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 132 (LMS Hamilton Beats (5min)):
Original[4:9]: [-44 -44 -47 -47 -43]
Recon[4:9]:    [-44 -44 -47 -47 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 133 (LMS Hamilton Beats (5min)):
Original[4:9]: [-35 -35 -34 -35 -35]
Recon[4:9]:    [-35 -35 -34 -35 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 134 (LMS Hamilton Beats (5min)):
Original[4:9]: [-23 -24 -24 -27 -27]
Recon[4:9]:    [-23 -24 -24 -27 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 135 (LMS Hamilton Beats (5min)):
Original[4:9]: [-33 -34 -38 -42 -43]
Recon[4:9]:    [-33 -34 -38 -42 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 136 (LMS Hamilton Beats (5min)):
Original[4:9]: [-40 -42 -41 -42 -38]
Recon[4:9]:    [-40 -42 -41 -42 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 137 (LMS Hamilton Beats (5min)):
Original[4:9]: [-42 -39 -36 -38 -40]
Recon[4:9]:    [-42 -39 -36 -38 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 138 (LMS Hamilton Beats (5min)):
Original[4:9]: [-48 -47 -47 -47 -49]
Recon[4:9]:    [-48 -47 -47 -47 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 139 (LMS Hamilton Beats (5min)):
Original[4:9]: [-58 -57 -58 -61 -62]
Recon[4:9]:    [-58 -57 -58 -61 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 140 (LMS Hamilton Beats (5min)):
Original[4:9]: [-51 -51 -50 -53 -51]
Recon[4:9]:    [-51 -51 -50 -53 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 141 (LMS Hamilton Beats (5min)):
Original[4:9]: [-62 -58 -58 -53 -49]
Recon[4:9]:    [-62 -58 -58 -53 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 142 (LMS Hamilton Beats (5min)):
Original[4:9]: [-44 -42 -40 -38 -40]
Recon[4:9]:    [-44 -42 -40 -38 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 143 (LMS Hamilton Beats (5min)):
Original[4:9]: [-40 -47 -54 -60 -59]
Recon[4:9]:    [-40 -47 -54 -60 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 144 (LMS Hamilton Beats (5min)):
Original[4:9]: [-41 -40 -41 -43 -45]
Recon[4:9]:    [-41 -40 -41 -43 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 145 (LMS Hamilton Beats (5min)):
Original[4:9]: [-47 -44 -44 -43 -45]
Recon[4:9]:    [-47 -44 -44 -43 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 146 (LMS Hamilton Beats (5min)):
Original[4:9]: [-51 -51 -53 -52 -50]
Recon[4:9]:    [-51 -51 -53 -52 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 147 (LMS Hamilton Beats (5min)):
Original[4:9]: [-37 -38 -38 -34 -36]
Recon[4:9]:    [-37 -38 -38 -34 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 148 (LMS Hamilton Beats (5min)):
Original[4:9]: [-44 -45 -46 -43 -43]
Recon[4:9]:    [-44 -45 -46 -43 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 149 (LMS Hamilton Beats (5min)):
Original[4:9]: [-48 -51 -51 -48 -46]
Recon[4:9]:    [-48 -51 -51 -48 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 150 (LMS Hamilton Beats (5min)):
Original[4:9]: [-52 -50 -51 -52 -53]
Recon[4:9]:    [-52 -50 -51 -52 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 151 (LMS Hamilton Beats (5min)):
Original[4:9]: [-53 -56 -59 -55 -51]
Recon[4:9]:    [-53 -56 -59 -55 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 152 (LMS Hamilton Beats (5min)):
Original[4:9]: [-73 -75 -75 -72 -70]
Recon[4:9]:    [-73 -75 -75 -72 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 153 (LMS Hamilton Beats (5min)):
Original[4:9]: [-51 -50 -47 -47 -50]
Recon[4:9]:    [-51 -50 -47 -47 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 154 (LMS Hamilton Beats (5min)):
Original[4:9]: [-47 -52 -55 -53 -52]
Recon[4:9]:    [-47 -52 -55 -53 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 155 (LMS Hamilton Beats (5min)):
Original[4:9]: [-67 -67 -66 -70 -70]
Recon[4:9]:    [-67 -67 -66 -70 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 156 (LMS Hamilton Beats (5min)):
Original[4:9]: [-47 -42 -41 -42 -46]
Recon[4:9]:    [-47 -42 -41 -42 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 157 (LMS Hamilton Beats (5min)):
Original[4:9]: [-54 -55 -57 -55 -54]
Recon[4:9]:    [-54 -55 -57 -55 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 158 (LMS Hamilton Beats (5min)):
Original[4:9]: [-50 -53 -56 -56 -51]
Recon[4:9]:    [-50 -53 -56 -56 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 159 (LMS Hamilton Beats (5min)):
Original[4:9]: [-34 -39 -43 -40 -36]
Recon[4:9]:    [-34 -39 -43 -40 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 160 (LMS Hamilton Beats (5min)):
Original[4:9]: [-27 -26 -25 -27 -31]
Recon[4:9]:    [-27 -26 -25 -27 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 161 (LMS Hamilton Beats (5min)):
Original[4:9]: [-32 -31 -30 -30 -34]
Recon[4:9]:    [-32 -31 -30 -30 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 162 (LMS Hamilton Beats (5min)):
Original[4:9]: [-47 -50 -49 -49 -50]
Recon[4:9]:    [-47 -50 -49 -49 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 163 (LMS Hamilton Beats (5min)):
Original[4:9]: [-50 -52 -52 -52 -52]
Recon[4:9]:    [-50 -52 -52 -52 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 164 (LMS Hamilton Beats (5min)):
Original[4:9]: [-63 -63 -66 -69 -66]
Recon[4:9]:    [-63 -63 -66 -69 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 165 (LMS Hamilton Beats (5min)):
Original[4:9]: [-50 -48 -45 -47 -51]
Recon[4:9]:    [-50 -48 -45 -47 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 166 (LMS Hamilton Beats (5min)):
Original[4:9]: [-50 -52 -51 -53 -50]
Recon[4:9]:    [-50 -52 -51 -53 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 167 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -59 -57 -60 -63]
Recon[4:9]:    [-59 -59 -57 -60 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 168 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -57 -59 -60 -58]
Recon[4:9]:    [-56 -57 -59 -60 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 169 (LMS Hamilton Beats (5min)):
Original[4:9]: [-62 -57 -58 -61 -65]
Recon[4:9]:    [-62 -57 -58 -61 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 170 (LMS Hamilton Beats (5min)):
Original[4:9]: [-52 -54 -53 -54 -54]
Recon[4:9]:    [-52 -54 -53 -54 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 171 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -57 -58 -61 -61]
Recon[4:9]:    [-57 -57 -58 -61 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 172 (LMS Hamilton Beats (5min)):
Original[4:9]: [-50 -52 -57 -59 -62]
Recon[4:9]:    [-50 -52 -57 -59 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 173 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -59 -58 -55 -59]
Recon[4:9]:    [-56 -59 -58 -55 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 174 (LMS Hamilton Beats (5min)):
Original[4:9]: [-52 -54 -54 -57 -60]
Recon[4:9]:    [-52 -54 -54 -57 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 175 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -59 -58 -56 -56]
Recon[4:9]:    [-56 -59 -58 -56 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 176 (LMS Hamilton Beats (5min)):
Original[4:9]: [-79 -77 -72 -71 -70]
Recon[4:9]:    [-79 -77 -72 -71 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 177 (LMS Hamilton Beats (5min)):
Original[4:9]: [-61 -61 -62 -63 -62]
Recon[4:9]:    [-61 -61 -62 -63 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 178 (LMS Hamilton Beats (5min)):
Original[4:9]: [-52 -49 -52 -54 -54]
Recon[4:9]:    [-52 -49 -52 -54 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 179 (LMS Hamilton Beats (5min)):
Original[4:9]: [-48 -46 -45 -46 -49]
Recon[4:9]:    [-48 -46 -45 -46 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 180 (LMS Hamilton Beats (5min)):
Original[4:9]: [-48 -48 -50 -50 -50]
Recon[4:9]:    [-48 -48 -50 -50 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 181 (LMS Hamilton Beats (5min)):
Original[4:9]: [-55 -53 -52 -55 -61]
Recon[4:9]:    [-55 -53 -52 -55 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 182 (LMS Hamilton Beats (5min)):
Original[4:9]: [-53 -53 -53 -54 -51]
Recon[4:9]:    [-53 -53 -53 -54 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 183 (LMS Hamilton Beats (5min)):
Original[4:9]: [-62 -61 -59 -61 -60]
Recon[4:9]:    [-62 -61 -59 -61 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 184 (LMS Hamilton Beats (5min)):
Original[4:9]: [-66 -64 -65 -66 -64]
Recon[4:9]:    [-66 -64 -65 -66 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 185 (LMS Hamilton Beats (5min)):
Original[4:9]: [-63 -61 -59 -61 -63]
Recon[4:9]:    [-63 -61 -59 -61 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 186 (LMS Hamilton Beats (5min)):
Original[4:9]: [-53 -55 -55 -56 -59]
Recon[4:9]:    [-53 -55 -55 -56 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 187 (LMS Hamilton Beats (5min)):
Original[4:9]: [-58 -57 -55 -56 -59]
Recon[4:9]:    [-58 -57 -55 -56 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 188 (LMS Hamilton Beats (5min)):
Original[4:9]: [-53 -54 -53 -48 -43]
Recon[4:9]:    [-53 -54 -53 -48 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 189 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -60 -61 -64 -63]
Recon[4:9]:    [-59 -60 -61 -64 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 190 (LMS Hamilton Beats (5min)):
Original[4:9]: [-62 -66 -63 -62 -61]
Recon[4:9]:    [-62 -66 -63 -62 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 191 (LMS Hamilton Beats (5min)):
Original[4:9]: [-54 -52 -54 -57 -58]
Recon[4:9]:    [-54 -52 -54 -57 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 192 (LMS Hamilton Beats (5min)):
Original[4:9]: [-54 -55 -56 -55 -53]
Recon[4:9]:    [-54 -55 -56 -55 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 193 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -60 -59 -56 -57]
Recon[4:9]:    [-59 -60 -59 -56 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 194 (LMS Hamilton Beats (5min)):
Original[4:9]: [-69 -66 -67 -68 -70]
Recon[4:9]:    [-69 -66 -67 -68 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 195 (LMS Hamilton Beats (5min)):
Original[4:9]: [-69 -65 -64 -62 -65]
Recon[4:9]:    [-69 -65 -64 -62 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 196 (LMS Hamilton Beats (5min)):
Original[4:9]: [-69 -69 -68 -66 -66]
Recon[4:9]:    [-69 -69 -68 -66 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 197 (LMS Hamilton Beats (5min)):
Original[4:9]: [-61 -59 -59 -57 -56]
Recon[4:9]:    [-61 -59 -59 -57 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 198 (LMS Hamilton Beats (5min)):
Original[4:9]: [-62 -63 -65 -67 -64]
Recon[4:9]:    [-62 -63 -65 -67 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 199 (LMS Hamilton Beats (5min)):
Original[4:9]: [-65 -68 -66 -68 -70]
Recon[4:9]:    [-65 -68 -66 -68 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 200 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -62 -63 -61 -57]
Recon[4:9]:    [-57 -62 -63 -61 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 201 (LMS Hamilton Beats (5min)):
Original[4:9]: [-63 -62 -62 -57 -60]
Recon[4:9]:    [-63 -62 -62 -57 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 202 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -58 -60 -60 -59]
Recon[4:9]:    [-59 -58 -60 -60 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 203 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -57 -59 -60 -63]
Recon[4:9]:    [-57 -57 -59 -60 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 204 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -63 -62 -63 -62]
Recon[4:9]:    [-59 -63 -62 -63 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 205 (LMS Hamilton Beats (5min)):
Original[4:9]: [-64 -65 -65 -68 -66]
Recon[4:9]:    [-64 -65 -65 -68 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 206 (LMS Hamilton Beats (5min)):
Original[4:9]: [-62 -61 -65 -63 -61]
Recon[4:9]:    [-62 -61 -65 -63 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 207 (LMS Hamilton Beats (5min)):
Original[4:9]: [-60 -63 -61 -59 -58]
Recon[4:9]:    [-60 -63 -61 -59 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 208 (LMS Hamilton Beats (5min)):
Original[4:9]: [-66 -65 -65 -63 -63]
Recon[4:9]:    [-66 -65 -65 -63 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 209 (LMS Hamilton Beats (5min)):
Original[4:9]: [-58 -58 -56 -56 -55]
Recon[4:9]:    [-58 -58 -56 -56 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 210 (LMS Hamilton Beats (5min)):
Original[4:9]: [-60 -60 -62 -65 -64]
Recon[4:9]:    [-60 -60 -62 -65 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 211 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -58 -62 -63 -61]
Recon[4:9]:    [-57 -58 -62 -63 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 212 (LMS Hamilton Beats (5min)):
Original[4:9]: [-52 -52 -55 -58 -57]
Recon[4:9]:    [-52 -52 -55 -58 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 213 (LMS Hamilton Beats (5min)):
Original[4:9]: [-53 -53 -51 -56 -56]
Recon[4:9]:    [-53 -53 -51 -56 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 214 (LMS Hamilton Beats (5min)):
Original[4:9]: [-53 -51 -48 -48 -49]
Recon[4:9]:    [-53 -51 -48 -48 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 215 (LMS Hamilton Beats (5min)):
Original[4:9]: [-49 -50 -50 -50 -51]
Recon[4:9]:    [-49 -50 -50 -50 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 216 (LMS Hamilton Beats (5min)):
Original[4:9]: [-58 -56 -56 -58 -61]
Recon[4:9]:    [-58 -56 -56 -58 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 217 (LMS Hamilton Beats (5min)):
Original[4:9]: [-46 -48 -47 -49 -48]
Recon[4:9]:    [-46 -48 -47 -49 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 218 (LMS Hamilton Beats (5min)):
Original[4:9]: [-52 -53 -55 -58 -59]
Recon[4:9]:    [-52 -53 -55 -58 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 219 (LMS Hamilton Beats (5min)):
Original[4:9]: [-64 -64 -66 -68 -70]
Recon[4:9]:    [-64 -64 -66 -68 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 220 (LMS Hamilton Beats (5min)):
Original[4:9]: [-55 -54 -55 -56 -53]
Recon[4:9]:    [-55 -54 -55 -56 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 221 (LMS Hamilton Beats (5min)):
Original[4:9]: [-71 -71 -66 -62 -60]
Recon[4:9]:    [-71 -71 -66 -62 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 222 (LMS Hamilton Beats (5min)):
Original[4:9]: [-77 -79 -77 -76 -74]
Recon[4:9]:    [-77 -79 -77 -76 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 223 (LMS Hamilton Beats (5min)):
Original[4:9]: [-50 -54 -58 -56 -55]
Recon[4:9]:    [-50 -54 -58 -56 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 224 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -58 -57 -58 -59]
Recon[4:9]:    [-59 -58 -57 -58 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 225 (LMS Hamilton Beats (5min)):
Original[4:9]: [-52 -52 -54 -54 -53]
Recon[4:9]:    [-52 -52 -54 -54 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 226 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -58 -58 -56 -56]
Recon[4:9]:    [-56 -58 -58 -56 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 227 (LMS Hamilton Beats (5min)):
Original[4:9]: [-51 -52 -55 -54 -54]
Recon[4:9]:    [-51 -52 -55 -54 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 228 (LMS Hamilton Beats (5min)):
Original[4:9]: [-63 -65 -63 -64 -61]
Recon[4:9]:    [-63 -65 -63 -64 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 229 (LMS Hamilton Beats (5min)):
Original[4:9]: [-60 -58 -58 -61 -63]
Recon[4:9]:    [-60 -58 -58 -61 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 230 (LMS Hamilton Beats (5min)):
Original[4:9]: [-63 -61 -59 -61 -62]
Recon[4:9]:    [-63 -61 -59 -61 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 231 (LMS Hamilton Beats (5min)):
Original[4:9]: [-66 -65 -67 -68 -68]
Recon[4:9]:    [-66 -65 -67 -68 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 232 (LMS Hamilton Beats (5min)):
Original[4:9]: [-75 -77 -75 -76 -77]
Recon[4:9]:    [-75 -77 -75 -76 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 233 (LMS Hamilton Beats (5min)):
Original[4:9]: [-70 -71 -75 -72 -72]
Recon[4:9]:    [-70 -71 -75 -72 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 234 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -58 -59 -61 -59]
Recon[4:9]:    [-57 -58 -59 -61 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 235 (LMS Hamilton Beats (5min)):
Original[4:9]: [-58 -59 -62 -59 -59]
Recon[4:9]:    [-58 -59 -62 -59 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 236 (LMS Hamilton Beats (5min)):
Original[4:9]: [-55 -57 -57 -56 -53]
Recon[4:9]:    [-55 -57 -57 -56 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 237 (LMS Hamilton Beats (5min)):
Original[4:9]: [-53 -51 -48 -49 -51]
Recon[4:9]:    [-53 -51 -48 -49 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 238 (LMS Hamilton Beats (5min)):
Original[4:9]: [-46 -45 -47 -48 -48]
Recon[4:9]:    [-46 -45 -47 -48 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 239 (LMS Hamilton Beats (5min)):
Original[4:9]: [-50 -53 -49 -50 -51]
Recon[4:9]:    [-50 -53 -49 -50 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 240 (LMS Hamilton Beats (5min)):
Original[4:9]: [-52 -50 -46 -52 -52]
Recon[4:9]:    [-52 -50 -46 -52 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 241 (LMS Hamilton Beats (5min)):
Original[4:9]: [-53 -56 -54 -50 -52]
Recon[4:9]:    [-53 -56 -54 -50 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 242 (LMS Hamilton Beats (5min)):
Original[4:9]: [-49 -44 -45 -46 -48]
Recon[4:9]:    [-49 -44 -45 -46 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 243 (LMS Hamilton Beats (5min)):
Original[4:9]: [-48 -51 -50 -49 -50]
Recon[4:9]:    [-48 -51 -50 -49 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 244 (LMS Hamilton Beats (5min)):
Original[4:9]: [-50 -52 -55 -58 -55]
Recon[4:9]:    [-50 -52 -55 -58 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 245 (LMS Hamilton Beats (5min)):
Original[4:9]: [-69 -68 -67 -68 -67]
Recon[4:9]:    [-69 -68 -67 -68 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 246 (LMS Hamilton Beats (5min)):
Original[4:9]: [-43 -43 -42 -40 -40]
Recon[4:9]:    [-43 -43 -42 -40 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 247 (LMS Hamilton Beats (5min)):
Original[4:9]: [-32 -33 -34 -33 -32]
Recon[4:9]:    [-32 -33 -34 -33 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 248 (LMS Hamilton Beats (5min)):
Original[4:9]: [-43 -41 -41 -42 -45]
Recon[4:9]:    [-43 -41 -41 -42 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 249 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -54 -53 -56 -58]
Recon[4:9]:    [-57 -54 -53 -56 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 250 (LMS Hamilton Beats (5min)):
Original[4:9]: [-54 -56 -52 -51 -52]
Recon[4:9]:    [-54 -56 -52 -51 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 251 (LMS Hamilton Beats (5min)):
Original[4:9]: [-54 -55 -53 -55 -56]
Recon[4:9]:    [-54 -55 -53 -55 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 252 (LMS Hamilton Beats (5min)):
Original[4:9]: [-47 -48 -47 -50 -50]
Recon[4:9]:    [-47 -48 -47 -50 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 253 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -56 -51 -48 -51]
Recon[4:9]:    [-57 -56 -51 -48 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 254 (LMS Hamilton Beats (5min)):
Original[4:9]: [-62 -61 -63 -65 -65]
Recon[4:9]:    [-62 -61 -63 -65 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 255 (LMS Hamilton Beats (5min)):
Original[4:9]: [-45 -42 -35 -29 -31]
Recon[4:9]:    [-45 -42 -35 -29 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 256 (LMS Hamilton Beats (5min)):
Original[4:9]: [-71 -72 -72 -73 -69]
Recon[4:9]:    [-71 -72 -72 -73 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 257 (LMS Hamilton Beats (5min)):
Original[4:9]: [-65 -63 -63 -62 -62]
Recon[4:9]:    [-65 -63 -63 -62 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 258 (LMS Hamilton Beats (5min)):
Original[4:9]: [-79 -72 -70 -67 -67]
Recon[4:9]:    [-79 -72 -70 -67 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 259 (LMS Hamilton Beats (5min)):
Original[4:9]: [-74 -74 -76 -75 -74]
Recon[4:9]:    [-74 -74 -76 -75 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 260 (LMS Hamilton Beats (5min)):
Original[4:9]: [-75 -69 -67 -69 -74]
Recon[4:9]:    [-75 -69 -67 -69 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 261 (LMS Hamilton Beats (5min)):
Original[4:9]: [-48 -49 -50 -52 -53]
Recon[4:9]:    [-48 -49 -50 -52 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 262 (LMS Hamilton Beats (5min)):
Original[4:9]: [-33 -32 -37 -37 -40]
Recon[4:9]:    [-33 -32 -37 -37 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 263 (LMS Hamilton Beats (5min)):
Original[4:9]: [-42 -41 -40 -39 -42]
Recon[4:9]:    [-42 -41 -40 -39 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 264 (LMS Hamilton Beats (5min)):
Original[4:9]: [-26 -26 -27 -27 -28]
Recon[4:9]:    [-26 -26 -27 -27 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 265 (LMS Hamilton Beats (5min)):
Original[4:9]: [-30 -31 -31 -26 -22]
Recon[4:9]:    [-30 -31 -31 -26 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 266 (LMS Hamilton Beats (5min)):
Original[4:9]: [-52 -52 -47 -45 -49]
Recon[4:9]:    [-52 -52 -47 -45 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 267 (LMS Hamilton Beats (5min)):
Original[4:9]: [-73 -72 -71 -75 -78]
Recon[4:9]:    [-73 -72 -71 -75 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 268 (LMS Hamilton Beats (5min)):
Original[4:9]: [-65 -66 -61 -62 -62]
Recon[4:9]:    [-65 -66 -61 -62 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 269 (LMS Hamilton Beats (5min)):
Original[4:9]: [-70 -73 -72 -74 -77]
Recon[4:9]:    [-70 -73 -72 -74 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 270 (LMS Hamilton Beats (5min)):
Original[4:9]: [-75 -74 -69 -69 -70]
Recon[4:9]:    [-75 -74 -69 -69 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 271 (LMS Hamilton Beats (5min)):
Original[4:9]: [-62 -67 -67 -67 -65]
Recon[4:9]:    [-62 -67 -67 -67 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 272 (LMS Hamilton Beats (5min)):
Original[4:9]: [-39 -39 -35 -34 -34]
Recon[4:9]:    [-39 -39 -35 -34 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 273 (LMS Hamilton Beats (5min)):
Original[4:9]: [-62 -63 -64 -67 -68]
Recon[4:9]:    [-62 -63 -64 -67 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 274 (LMS Hamilton Beats (5min)):
Original[4:9]: [-65 -69 -67 -64 -63]
Recon[4:9]:    [-65 -69 -67 -64 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 275 (LMS Hamilton Beats (5min)):
Original[4:9]: [-73 -74 -72 -72 -72]
Recon[4:9]:    [-73 -74 -72 -72 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 276 (LMS Hamilton Beats (5min)):
Original[4:9]: [-55 -57 -59 -58 -57]
Recon[4:9]:    [-55 -57 -59 -58 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 277 (LMS Hamilton Beats (5min)):
Original[4:9]: [-37 -37 -38 -38 -38]
Recon[4:9]:    [-37 -37 -38 -38 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 278 (LMS Hamilton Beats (5min)):
Original[4:9]: [-55 -57 -59 -61 -62]
Recon[4:9]:    [-55 -57 -59 -61 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 279 (LMS Hamilton Beats (5min)):
Original[4:9]: [-64 -67 -66 -64 -62]
Recon[4:9]:    [-64 -67 -66 -64 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 280 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -57 -55 -46 -45]
Recon[4:9]:    [-59 -57 -55 -46 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 281 (LMS Hamilton Beats (5min)):
Original[4:9]: [-54 -51 -50 -50 -54]
Recon[4:9]:    [-54 -51 -50 -50 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 282 (LMS Hamilton Beats (5min)):
Original[4:9]: [-49 -51 -51 -50 -50]
Recon[4:9]:    [-49 -51 -51 -50 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 283 (LMS Hamilton Beats (5min)):
Original[4:9]: [-67 -63 -65 -66 -69]
Recon[4:9]:    [-67 -63 -65 -66 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 284 (LMS Hamilton Beats (5min)):
Original[4:9]: [-65 -66 -69 -67 -68]
Recon[4:9]:    [-65 -66 -69 -67 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 285 (LMS Hamilton Beats (5min)):
Original[4:9]: [-49 -49 -52 -53 -54]
Recon[4:9]:    [-49 -49 -52 -53 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 286 (LMS Hamilton Beats (5min)):
Original[4:9]: [-45 -46 -48 -48 -45]
Recon[4:9]:    [-45 -46 -48 -48 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 287 (LMS Hamilton Beats (5min)):
Original[4:9]: [-70 -68 -65 -60 -59]
Recon[4:9]:    [-70 -68 -65 -60 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 288 (LMS Hamilton Beats (5min)):
Original[4:9]: [-45 -45 -47 -48 -51]
Recon[4:9]:    [-45 -45 -47 -48 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 289 (LMS Hamilton Beats (5min)):
Original[4:9]: [-50 -52 -55 -55 -54]
Recon[4:9]:    [-50 -52 -55 -55 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 290 (LMS Hamilton Beats (5min)):
Original[4:9]: [-54 -55 -55 -58 -60]
Recon[4:9]:    [-54 -55 -55 -58 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 291 (LMS Hamilton Beats (5min)):
Original[4:9]: [-52 -54 -58 -55 -51]
Recon[4:9]:    [-52 -54 -58 -55 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 292 (LMS Hamilton Beats (5min)):
Original[4:9]: [-42 -41 -41 -45 -44]
Recon[4:9]:    [-42 -41 -41 -45 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 293 (LMS Hamilton Beats (5min)):
Original[4:9]: [-31 -32 -36 -34 -33]
Recon[4:9]:    [-31 -32 -36 -34 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 294 (LMS Hamilton Beats (5min)):
Original[4:9]: [-47 -48 -46 -43 -38]
Recon[4:9]:    [-47 -48 -46 -43 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 295 (LMS Hamilton Beats (5min)):
Original[4:9]: [-48 -51 -54 -53 -51]
Recon[4:9]:    [-48 -51 -54 -53 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 296 (LMS Hamilton Beats (5min)):
Original[4:9]: [-58 -61 -65 -65 -62]
Recon[4:9]:    [-58 -61 -65 -65 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 297 (LMS Hamilton Beats (5min)):
Original[4:9]: [-47 -48 -51 -51 -52]
Recon[4:9]:    [-47 -48 -51 -51 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 298 (LMS Hamilton Beats (5min)):
Original[4:9]: [-61 -65 -70 -70 -67]
Recon[4:9]:    [-61 -65 -70 -70 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 299 (LMS Hamilton Beats (5min)):
Original[4:9]: [-36 -36 -36 -35 -35]
Recon[4:9]:    [-36 -36 -36 -35 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 300 (LMS Hamilton Beats (5min)):
Original[4:9]: [-49 -50 -48 -49 -49]
Recon[4:9]:    [-49 -50 -48 -49 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 301 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -56 -53 -55 -57]
Recon[4:9]:    [-57 -56 -53 -55 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 302 (LMS Hamilton Beats (5min)):
Original[4:9]: [-64 -70 -70 -67 -69]
Recon[4:9]:    [-64 -70 -70 -67 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 303 (LMS Hamilton Beats (5min)):
Original[4:9]: [-71 -72 -70 -69 -71]
Recon[4:9]:    [-71 -72 -70 -69 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 304 (LMS Hamilton Beats (5min)):
Original[4:9]: [-74 -71 -68 -66 -67]
Recon[4:9]:    [-74 -71 -68 -66 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 305 (LMS Hamilton Beats (5min)):
Original[4:9]: [-49 -47 -48 -48 -48]
Recon[4:9]:    [-49 -47 -48 -48 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 306 (LMS Hamilton Beats (5min)):
Original[4:9]: [-50 -52 -56 -59 -57]
Recon[4:9]:    [-50 -52 -56 -59 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 307 (LMS Hamilton Beats (5min)):
Original[4:9]: [-52 -55 -53 -54 -51]
Recon[4:9]:    [-52 -55 -53 -54 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 308 (LMS Hamilton Beats (5min)):
Original[4:9]: [-53 -54 -55 -55 -55]
Recon[4:9]:    [-53 -54 -55 -55 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 309 (LMS Hamilton Beats (5min)):
Original[4:9]: [-62 -67 -69 -71 -69]
Recon[4:9]:    [-62 -67 -69 -71 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 310 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -59 -62 -64 -66]
Recon[4:9]:    [-59 -59 -62 -64 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 311 (LMS Hamilton Beats (5min)):
Original[4:9]: [-51 -48 -49 -50 -51]
Recon[4:9]:    [-51 -48 -49 -50 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 312 (LMS Hamilton Beats (5min)):
Original[4:9]: [-53 -52 -50 -48 -50]
Recon[4:9]:    [-53 -52 -50 -48 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 313 (LMS Hamilton Beats (5min)):
Original[4:9]: [-65 -67 -67 -65 -66]
Recon[4:9]:    [-65 -67 -67 -65 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 314 (LMS Hamilton Beats (5min)):
Original[4:9]: [-54 -59 -58 -59 -57]
Recon[4:9]:    [-54 -59 -58 -59 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 315 (LMS Hamilton Beats (5min)):
Original[4:9]: [-60 -56 -56 -54 -59]
Recon[4:9]:    [-60 -56 -56 -54 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 316 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -55 -57 -53 -52]
Recon[4:9]:    [-57 -55 -57 -53 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 317 (LMS Hamilton Beats (5min)):
Original[4:9]: [-55 -56 -54 -55 -56]
Recon[4:9]:    [-55 -56 -54 -55 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 318 (LMS Hamilton Beats (5min)):
Original[4:9]: [-67 -68 -75 -75 -74]
Recon[4:9]:    [-67 -68 -75 -75 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 319 (LMS Hamilton Beats (5min)):
Original[4:9]: [-43 -47 -49 -48 -46]
Recon[4:9]:    [-43 -47 -49 -48 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 320 (LMS Hamilton Beats (5min)):
Original[4:9]: [-74 -72 -73 -73 -71]
Recon[4:9]:    [-74 -72 -73 -73 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 321 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -57 -62 -61 -64]
Recon[4:9]:    [-59 -57 -62 -61 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 322 (LMS Hamilton Beats (5min)):
Original[4:9]: [-39 -42 -42 -40 -40]
Recon[4:9]:    [-39 -42 -42 -40 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 323 (LMS Hamilton Beats (5min)):
Original[4:9]: [-68 -67 -70 -71 -73]
Recon[4:9]:    [-68 -67 -70 -71 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 324 (LMS Hamilton Beats (5min)):
Original[4:9]: [-62 -63 -60 -64 -63]
Recon[4:9]:    [-62 -63 -60 -64 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 325 (LMS Hamilton Beats (5min)):
Original[4:9]: [-61 -61 -60 -65 -65]
Recon[4:9]:    [-61 -61 -60 -65 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 326 (LMS Hamilton Beats (5min)):
Original[4:9]: [-35 -36 -39 -38 -33]
Recon[4:9]:    [-35 -36 -39 -38 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 327 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -62 -66 -66 -66]
Recon[4:9]:    [-59 -62 -66 -66 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 328 (LMS Hamilton Beats (5min)):
Original[4:9]: [-39 -37 -35 -39 -39]
Recon[4:9]:    [-39 -37 -35 -39 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 329 (LMS Hamilton Beats (5min)):
Original[4:9]: [-48 -50 -53 -51 -48]
Recon[4:9]:    [-48 -50 -53 -51 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 330 (LMS Hamilton Beats (5min)):
Original[4:9]: [-68 -69 -70 -73 -70]
Recon[4:9]:    [-68 -69 -70 -73 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 331 (LMS Hamilton Beats (5min)):
Original[4:9]: [-27 -28 -29 -34 -30]
Recon[4:9]:    [-27 -28 -29 -34 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 332 (LMS Hamilton Beats (5min)):
Original[4:9]: [-62 -58 -56 -61 -68]
Recon[4:9]:    [-62 -58 -56 -61 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 333 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -61 -61 -61 -65]
Recon[4:9]:    [-56 -61 -61 -61 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 334 (LMS Hamilton Beats (5min)):
Original[4:9]: [-68 -68 -71 -72 -69]
Recon[4:9]:    [-68 -68 -71 -72 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 335 (LMS Hamilton Beats (5min)):
Original[4:9]: [-86 -89 -88 -87 -87]
Recon[4:9]:    [-86 -89 -88 -87 -87]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 336 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -53 -58 -57 -59]
Recon[4:9]:    [-56 -53 -58 -57 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 337 (LMS Hamilton Beats (5min)):
Original[4:9]: [-29 -31 -31 -30 -28]
Recon[4:9]:    [-29 -31 -31 -30 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 338 (LMS Hamilton Beats (5min)):
Original[4:9]: [-38 -41 -45 -46 -47]
Recon[4:9]:    [-38 -41 -45 -46 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 339 (LMS Hamilton Beats (5min)):
Original[4:9]: [-41 -42 -43 -47 -51]
Recon[4:9]:    [-41 -42 -43 -47 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 340 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -5 -10 -10  -9  -7]
Recon[4:9]:    [ -5 -10 -10  -9  -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 341 (LMS Hamilton Beats (5min)):
Original[4:9]: [-27 -24 -26 -31 -36]
Recon[4:9]:    [-27 -24 -26 -31 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 342 (LMS Hamilton Beats (5min)):
Original[4:9]: [-40 -35 -37 -34 -32]
Recon[4:9]:    [-40 -35 -37 -34 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 343 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -54 -57 -58 -59]
Recon[4:9]:    [-56 -54 -57 -58 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 344 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -71 -73 -56 -28]
Recon[4:9]:    [-59 -71 -73 -56 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 345 (LMS Hamilton Beats (5min)):
Original[4:9]: [-38 -40 -41 -41 -41]
Recon[4:9]:    [-38 -40 -41 -41 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 346 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -56 -62 -68 -72]
Recon[4:9]:    [-57 -56 -62 -68 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 347 (LMS Hamilton Beats (5min)):
Original[4:9]: [  1  -4  -6 -15 -23]
Recon[4:9]:    [  1  -4  -6 -15 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 348 (LMS Hamilton Beats (5min)):
Original[4:9]: [-45 -47 -43 -40 -42]
Recon[4:9]:    [-45 -47 -43 -40 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 349 (LMS Hamilton Beats (5min)):
Original[4:9]: [-42 -41 -39 -39 -37]
Recon[4:9]:    [-42 -41 -39 -39 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 350 (LMS Hamilton Beats (5min)):
Original[4:9]: [-67 -63 -63 -63 -64]
Recon[4:9]:    [-67 -63 -63 -63 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 351 (LMS Hamilton Beats (5min)):
Original[4:9]: [-38 -37 -39 -36 -37]
Recon[4:9]:    [-38 -37 -39 -36 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 352 (LMS Hamilton Beats (5min)):
Original[4:9]: [-29 -30 -26 -26 -26]
Recon[4:9]:    [-29 -30 -26 -26 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 353 (LMS Hamilton Beats (5min)):
Original[4:9]: [-34 -29 -27 -33 -35]
Recon[4:9]:    [-34 -29 -27 -33 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 354 (LMS Hamilton Beats (5min)):
Original[4:9]: [-33 -37 -39 -41 -39]
Recon[4:9]:    [-33 -37 -39 -41 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 355 (LMS Hamilton Beats (5min)):
Original[4:9]: [-55 -59 -60 -60 -59]
Recon[4:9]:    [-55 -59 -60 -60 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 356 (LMS Hamilton Beats (5min)):
Original[4:9]: [-45 -44 -38 -37 -38]
Recon[4:9]:    [-45 -44 -38 -37 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 357 (LMS Hamilton Beats (5min)):
Original[4:9]: [-14 -17 -22 -26 -27]
Recon[4:9]:    [-14 -17 -22 -26 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 358 (LMS Hamilton Beats (5min)):
Original[4:9]: [-30 -23 -16 -14 -16]
Recon[4:9]:    [-30 -23 -16 -14 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 359 (LMS Hamilton Beats (5min)):
Original[4:9]: [-35 -31 -32 -35 -41]
Recon[4:9]:    [-35 -31 -32 -35 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 360 (LMS Hamilton Beats (5min)):
Original[4:9]: [-39 -32 -30 -33 -33]
Recon[4:9]:    [-39 -32 -30 -33 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 361 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -7 -12 -18 -20 -19]
Recon[4:9]:    [ -7 -12 -18 -20 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 362 (LMS Hamilton Beats (5min)):
Original[4:9]: [-55 -55 -55 -56 -57]
Recon[4:9]:    [-55 -55 -55 -56 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 363 (LMS Hamilton Beats (5min)):
Original[4:9]: [-40 -41 -44 -43 -42]
Recon[4:9]:    [-40 -41 -44 -43 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 364 (LMS Hamilton Beats (5min)):
Original[4:9]: [-38 -42 -42 -43 -42]
Recon[4:9]:    [-38 -42 -42 -43 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 365 (LMS Hamilton Beats (5min)):
Original[4:9]: [-34 -34 -36 -38 -38]
Recon[4:9]:    [-34 -34 -36 -38 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 366 (LMS Hamilton Beats (5min)):
Original[4:9]: [-40 -40 -44 -42 -44]
Recon[4:9]:    [-40 -40 -44 -42 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 367 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -54 -53 -51 -53]
Recon[4:9]:    [-56 -54 -53 -51 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 368 (LMS Hamilton Beats (5min)):
Original[4:9]: [-27 -25 -18 -21 -23]
Recon[4:9]:    [-27 -25 -18 -21 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 369 (LMS Hamilton Beats (5min)):
Original[4:9]: [-73 -73 -72 -70 -74]
Recon[4:9]:    [-73 -73 -72 -70 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 370 (LMS Hamilton Beats (5min)):
Original[4:9]: [-55 -57 -60 -58 -60]
Recon[4:9]:    [-55 -57 -60 -58 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 371 (LMS Hamilton Beats (5min)):
Original[4:9]: [-38 -42 -47 -48 -45]
Recon[4:9]:    [-38 -42 -47 -48 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 372 (LMS Hamilton Beats (5min)):
Original[4:9]: [-49 -47 -49 -49 -51]
Recon[4:9]:    [-49 -47 -49 -49 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 373 (LMS Hamilton Beats (5min)):
Original[4:9]: [-45 -43 -41 -40 -42]
Recon[4:9]:    [-45 -43 -41 -40 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 374 (LMS Hamilton Beats (5min)):
Original[4:9]: [-58 -59 -61 -63 -62]
Recon[4:9]:    [-58 -59 -61 -63 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 375 (LMS Hamilton Beats (5min)):
Original[4:9]: [-52 -50 -49 -49 -50]
Recon[4:9]:    [-52 -50 -49 -49 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 376 (LMS Hamilton Beats (5min)):
Original[4:9]: [-41 -37 -37 -39 -42]
Recon[4:9]:    [-41 -37 -37 -39 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 377 (LMS Hamilton Beats (5min)):
Original[4:9]: [-50 -48 -51 -55 -55]
Recon[4:9]:    [-50 -48 -51 -55 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 378 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -58 -60 -58 -61]
Recon[4:9]:    [-57 -58 -60 -58 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 379 (LMS Hamilton Beats (5min)):
Original[4:9]: [-78 -79 -79 -80 -81]
Recon[4:9]:    [-78 -79 -79 -80 -81]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 380 (LMS Hamilton Beats (5min)):
Original[4:9]: [-67 -64 -64 -65 -66]
Recon[4:9]:    [-67 -64 -64 -65 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 381 (LMS Hamilton Beats (5min)):
Original[4:9]: [-55 -57 -57 -61 -61]
Recon[4:9]:    [-55 -57 -57 -61 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 382 (LMS Hamilton Beats (5min)):
Original[4:9]: [-62 -60 -61 -60 -59]
Recon[4:9]:    [-62 -60 -61 -60 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 383 (LMS Hamilton Beats (5min)):
Original[4:9]: [-65 -68 -69 -68 -64]
Recon[4:9]:    [-65 -68 -69 -68 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 384 (LMS Hamilton Beats (5min)):
Original[4:9]: [-61 -62 -64 -66 -64]
Recon[4:9]:    [-61 -62 -64 -66 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 385 (LMS Hamilton Beats (5min)):
Original[4:9]: [-58 -57 -57 -59 -61]
Recon[4:9]:    [-58 -57 -57 -59 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 386 (LMS Hamilton Beats (5min)):
Original[4:9]: [-67 -70 -68 -69 -70]
Recon[4:9]:    [-67 -70 -68 -69 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 387 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -59 -60 -63 -59]
Recon[4:9]:    [-57 -59 -60 -63 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 388 (LMS Hamilton Beats (5min)):
Original[4:9]: [-65 -66 -67 -69 -69]
Recon[4:9]:    [-65 -66 -67 -69 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 389 (LMS Hamilton Beats (5min)):
Original[4:9]: [-71 -71 -72 -71 -70]
Recon[4:9]:    [-71 -71 -72 -71 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 390 (LMS Hamilton Beats (5min)):
Original[4:9]: [-64 -66 -67 -65 -62]
Recon[4:9]:    [-64 -66 -67 -65 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 391 (LMS Hamilton Beats (5min)):
Original[4:9]: [-64 -62 -60 -62 -63]
Recon[4:9]:    [-64 -62 -60 -62 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 392 (LMS Hamilton Beats (5min)):
Original[4:9]: [-61 -60 -61 -57 -61]
Recon[4:9]:    [-61 -60 -61 -57 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 393 (LMS Hamilton Beats (5min)):
Original[4:9]: [-64 -56 -58 -59 -60]
Recon[4:9]:    [-64 -56 -58 -59 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 394 (LMS Hamilton Beats (5min)):
Original[4:9]: [-66 -64 -60 -54 -51]
Recon[4:9]:    [-66 -64 -60 -54 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 395 (LMS Hamilton Beats (5min)):
Original[4:9]: [-51 -51 -50 -53 -53]
Recon[4:9]:    [-51 -51 -50 -53 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 396 (LMS Hamilton Beats (5min)):
Original[4:9]: [-60 -62 -64 -60 -56]
Recon[4:9]:    [-60 -62 -64 -60 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 397 (LMS Hamilton Beats (5min)):
Original[4:9]: [-27 -25 -29 -35 -38]
Recon[4:9]:    [-27 -25 -29 -35 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 398 (LMS Hamilton Beats (5min)):
Original[4:9]: [-31 -29 -29 -28 -29]
Recon[4:9]:    [-31 -29 -29 -28 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 399 (LMS Hamilton Beats (5min)):
Original[4:9]: [-44 -46 -49 -51 -49]
Recon[4:9]:    [-44 -46 -49 -51 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 400 (LMS Hamilton Beats (5min)):
Original[4:9]: [-47 -50 -53 -55 -57]
Recon[4:9]:    [-47 -50 -53 -55 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 401 (LMS Hamilton Beats (5min)):
Original[4:9]: [-75 -75 -74 -74 -76]
Recon[4:9]:    [-75 -75 -74 -74 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 402 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -59 -60 -58 -60]
Recon[4:9]:    [-57 -59 -60 -58 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 403 (LMS Hamilton Beats (5min)):
Original[4:9]: [-37 -35 -37 -36 -38]
Recon[4:9]:    [-37 -35 -37 -36 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 404 (LMS Hamilton Beats (5min)):
Original[4:9]: [-35 -32 -32 -32 -34]
Recon[4:9]:    [-35 -32 -32 -32 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 405 (LMS Hamilton Beats (5min)):
Original[4:9]: [-40 -40 -43 -40 -39]
Recon[4:9]:    [-40 -40 -43 -40 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 406 (LMS Hamilton Beats (5min)):
Original[4:9]: [-48 -45 -45 -45 -48]
Recon[4:9]:    [-48 -45 -45 -45 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 407 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -64 -64 -66 -62]
Recon[4:9]:    [-59 -64 -64 -66 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 408 (LMS Hamilton Beats (5min)):
Original[4:9]: [-70 -65 -64 -60 -61]
Recon[4:9]:    [-70 -65 -64 -60 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 409 (LMS Hamilton Beats (5min)):
Original[4:9]: [-63 -65 -67 -69 -67]
Recon[4:9]:    [-63 -65 -67 -69 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 410 (LMS Hamilton Beats (5min)):
Original[4:9]: [-55 -55 -56 -54 -51]
Recon[4:9]:    [-55 -55 -56 -54 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 411 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -58 -60 -65 -70]
Recon[4:9]:    [-57 -58 -60 -65 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 412 (LMS Hamilton Beats (5min)):
Original[4:9]: [-47 -46 -48 -51 -55]
Recon[4:9]:    [-47 -46 -48 -51 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 413 (LMS Hamilton Beats (5min)):
Original[4:9]: [-53 -52 -54 -54 -55]
Recon[4:9]:    [-53 -52 -54 -54 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 414 (LMS Hamilton Beats (5min)):
Original[4:9]: [-45 -48 -46 -43 -44]
Recon[4:9]:    [-45 -48 -46 -43 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 415 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -62 -62 -62 -60]
Recon[4:9]:    [-59 -62 -62 -62 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- LMS Hamilton Beats (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added LMS results for Hamilton Beats: CR Rice=1.597, CR Huff=1.746, mean L2=29.86252
Best params for NLMS Hamilton Beats (10s): {'order': 4, 'mu': 0.01} (avg l2-norm=0.00000)

DEBUG Segment 0 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-89 -89 -89 -89 -90]
Recon[4:9]:    [-89 -89 -89 -89 -90]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-63 -63 -65 -66 -65]
Recon[4:9]:    [-63 -63 -65 -66 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-68 -69 -68 -70 -70]
Recon[4:9]:    [-68 -69 -68 -70 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-65 -63 -63 -63 -65]
Recon[4:9]:    [-65 -63 -63 -63 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -56 -54 -54 -55]
Recon[4:9]:    [-57 -56 -54 -54 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -58 -57 -53 -57]
Recon[4:9]:    [-59 -58 -57 -53 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -55 -56 -59 -60]
Recon[4:9]:    [-59 -55 -56 -59 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-62 -59 -57 -57 -59]
Recon[4:9]:    [-62 -59 -57 -57 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -60 -63 -67 -64]
Recon[4:9]:    [-59 -60 -63 -67 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-63 -61 -60 -61 -60]
Recon[4:9]:    [-63 -61 -60 -61 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -58 -60 -56 -60]
Recon[4:9]:    [-59 -58 -60 -56 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-41 -46 -46 -44 -43]
Recon[4:9]:    [-41 -46 -46 -44 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-39 -40 -43 -45 -45]
Recon[4:9]:    [-39 -40 -43 -45 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-50 -49 -51 -51 -51]
Recon[4:9]:    [-50 -49 -51 -51 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-47 -48 -48 -47 -49]
Recon[4:9]:    [-47 -48 -48 -47 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -53 -54 -56 -55]
Recon[4:9]:    [-57 -53 -54 -56 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-66 -64 -65 -66 -66]
Recon[4:9]:    [-66 -64 -65 -66 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-61 -62 -61 -63 -61]
Recon[4:9]:    [-61 -62 -61 -63 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-58 -61 -61 -61 -59]
Recon[4:9]:    [-58 -61 -61 -61 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-66 -65 -65 -64 -63]
Recon[4:9]:    [-66 -65 -65 -64 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -59 -56 -57 -59]
Recon[4:9]:    [-59 -59 -56 -57 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -52 -48 -46 -45]
Recon[4:9]:    [-57 -52 -48 -46 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -54 -54 -52 -56]
Recon[4:9]:    [-56 -54 -54 -52 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-64 -63 -64 -62 -65]
Recon[4:9]:    [-64 -63 -64 -62 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-58 -60 -61 -60 -62]
Recon[4:9]:    [-58 -60 -61 -60 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-58 -61 -63 -64 -59]
Recon[4:9]:    [-58 -61 -63 -64 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -59 -63 -63 -69]
Recon[4:9]:    [-59 -59 -63 -63 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-58 -61 -57 -55 -56]
Recon[4:9]:    [-58 -61 -57 -55 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-58 -60 -59 -63 -61]
Recon[4:9]:    [-58 -60 -59 -63 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-58 -59 -58 -58 -58]
Recon[4:9]:    [-58 -59 -58 -58 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-68 -67 -63 -63 -61]
Recon[4:9]:    [-68 -67 -63 -63 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-58 -56 -53 -58 -55]
Recon[4:9]:    [-58 -56 -53 -58 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-71 -74 -75 -77 -75]
Recon[4:9]:    [-71 -74 -75 -77 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-63 -64 -66 -65 -64]
Recon[4:9]:    [-63 -64 -66 -65 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-50 -46 -47 -50 -50]
Recon[4:9]:    [-50 -46 -47 -50 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-39 -42 -45 -44 -40]
Recon[4:9]:    [-39 -42 -45 -44 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-39 -36 -34 -34 -35]
Recon[4:9]:    [-39 -36 -34 -34 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-51 -54 -54 -57 -56]
Recon[4:9]:    [-51 -54 -54 -57 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-42 -44 -46 -48 -47]
Recon[4:9]:    [-42 -44 -46 -48 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-66 -66 -66 -64 -68]
Recon[4:9]:    [-66 -66 -66 -64 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-69 -68 -68 -68 -68]
Recon[4:9]:    [-69 -68 -68 -68 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-53 -53 -50 -51 -51]
Recon[4:9]:    [-53 -53 -50 -51 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-42 -45 -47 -46 -45]
Recon[4:9]:    [-42 -45 -47 -46 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-49 -50 -51 -51 -47]
Recon[4:9]:    [-49 -50 -51 -51 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-40 -39 -37 -37 -39]
Recon[4:9]:    [-40 -39 -37 -37 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-37 -37 -37 -37 -38]
Recon[4:9]:    [-37 -37 -37 -37 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-36 -35 -37 -35 -34]
Recon[4:9]:    [-36 -35 -37 -35 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-34 -35 -35 -34 -33]
Recon[4:9]:    [-34 -35 -35 -34 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-16 -14 -14 -11  -6]
Recon[4:9]:    [-16 -14 -14 -11  -6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-27 -27 -29 -29 -30]
Recon[4:9]:    [-27 -27 -29 -29 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-32 -35 -35 -32 -31]
Recon[4:9]:    [-32 -35 -35 -32 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-41 -39 -36 -36 -37]
Recon[4:9]:    [-41 -39 -36 -36 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-43 -43 -40 -40 -42]
Recon[4:9]:    [-43 -43 -40 -40 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 53 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-52 -54 -55 -55 -55]
Recon[4:9]:    [-52 -54 -55 -55 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 54 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-47 -49 -45 -44 -45]
Recon[4:9]:    [-47 -49 -45 -44 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 55 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-50 -49 -48 -50 -48]
Recon[4:9]:    [-50 -49 -48 -50 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 56 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-61 -58 -55 -57 -59]
Recon[4:9]:    [-61 -58 -55 -57 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 57 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-41 -39 -38 -34 -34]
Recon[4:9]:    [-41 -39 -38 -34 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 58 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-47 -47 -50 -50 -52]
Recon[4:9]:    [-47 -47 -50 -50 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 59 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-43 -44 -42 -43 -42]
Recon[4:9]:    [-43 -44 -42 -43 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 60 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-46 -47 -48 -53 -52]
Recon[4:9]:    [-46 -47 -48 -53 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 61 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-53 -52 -51 -48 -49]
Recon[4:9]:    [-53 -52 -51 -48 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 62 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-49 -50 -51 -50 -47]
Recon[4:9]:    [-49 -50 -51 -50 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 63 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-43 -43 -42 -39 -39]
Recon[4:9]:    [-43 -43 -42 -39 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 64 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-36 -32 -29 -30 -35]
Recon[4:9]:    [-36 -32 -29 -30 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 65 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-42 -42 -40 -41 -43]
Recon[4:9]:    [-42 -42 -40 -41 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 66 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-42 -40 -43 -45 -48]
Recon[4:9]:    [-42 -40 -43 -45 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 67 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-60 -61 -64 -67 -62]
Recon[4:9]:    [-60 -61 -64 -67 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 68 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -57 -58 -55 -55]
Recon[4:9]:    [-56 -57 -58 -55 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 69 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-53 -50 -49 -48 -49]
Recon[4:9]:    [-53 -50 -49 -48 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 70 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-60 -62 -61 -64 -63]
Recon[4:9]:    [-60 -62 -61 -64 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 71 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-45 -49 -48 -51 -48]
Recon[4:9]:    [-45 -49 -48 -51 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 72 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-51 -54 -53 -48 -52]
Recon[4:9]:    [-51 -54 -53 -48 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 73 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-53 -52 -49 -49 -52]
Recon[4:9]:    [-53 -52 -49 -49 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 74 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-52 -50 -52 -52 -53]
Recon[4:9]:    [-52 -50 -52 -52 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 75 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-47 -46 -48 -48 -50]
Recon[4:9]:    [-47 -46 -48 -48 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 76 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-55 -53 -51 -49 -49]
Recon[4:9]:    [-55 -53 -51 -49 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 77 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-51 -53 -49 -50 -50]
Recon[4:9]:    [-51 -53 -49 -50 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 78 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-58 -58 -56 -55 -56]
Recon[4:9]:    [-58 -58 -56 -55 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 79 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-63 -64 -60 -60 -59]
Recon[4:9]:    [-63 -64 -60 -60 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 80 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-65 -64 -63 -61 -59]
Recon[4:9]:    [-65 -64 -63 -61 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 81 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -55 -54 -49 -47]
Recon[4:9]:    [-57 -55 -54 -49 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 82 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-20 -18 -19 -16 -18]
Recon[4:9]:    [-20 -18 -19 -16 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 83 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-41 -40 -40 -40 -42]
Recon[4:9]:    [-41 -40 -40 -40 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 84 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-65 -64 -63 -56 -52]
Recon[4:9]:    [-65 -64 -63 -56 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 85 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-70 -68 -67 -67 -70]
Recon[4:9]:    [-70 -68 -67 -67 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 86 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-49 -49 -52 -54 -56]
Recon[4:9]:    [-49 -49 -52 -54 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 87 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-70 -69 -72 -71 -65]
Recon[4:9]:    [-70 -69 -72 -71 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 88 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-83 -83 -83 -84 -82]
Recon[4:9]:    [-83 -83 -83 -84 -82]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 89 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-86 -84 -85 -83 -85]
Recon[4:9]:    [-86 -84 -85 -83 -85]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 90 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-75 -73 -75 -75 -75]
Recon[4:9]:    [-75 -73 -75 -75 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 91 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-66 -66 -68 -70 -69]
Recon[4:9]:    [-66 -66 -68 -70 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 92 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-65 -62 -63 -63 -66]
Recon[4:9]:    [-65 -62 -63 -63 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 93 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-52 -54 -52 -52 -55]
Recon[4:9]:    [-52 -54 -52 -52 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 94 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -59 -59 -63 -65]
Recon[4:9]:    [-59 -59 -59 -63 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 95 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-51 -48 -44 -38 -34]
Recon[4:9]:    [-51 -48 -44 -38 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 96 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-46 -47 -50 -44 -43]
Recon[4:9]:    [-46 -47 -50 -44 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 97 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-39 -35 -39 -43 -47]
Recon[4:9]:    [-39 -35 -39 -43 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 98 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-42 -40 -39 -43 -46]
Recon[4:9]:    [-42 -40 -39 -43 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 99 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-38 -45 -42 -40 -35]
Recon[4:9]:    [-38 -45 -42 -40 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 100 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-49 -51 -50 -50 -49]
Recon[4:9]:    [-49 -51 -50 -50 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 101 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-29 -30 -33 -36 -36]
Recon[4:9]:    [-29 -30 -33 -36 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 102 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-44 -46 -45 -40 -36]
Recon[4:9]:    [-44 -46 -45 -40 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 103 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-61 -59 -59 -60 -62]
Recon[4:9]:    [-61 -59 -59 -60 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 104 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -59 -56 -57 -59]
Recon[4:9]:    [-59 -59 -56 -57 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 105 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-49 -51 -51 -51 -50]
Recon[4:9]:    [-49 -51 -51 -51 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 106 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-33 -31 -37 -39 -43]
Recon[4:9]:    [-33 -31 -37 -39 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 107 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-49 -45 -43 -40 -41]
Recon[4:9]:    [-49 -45 -43 -40 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 108 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-65 -65 -63 -60 -58]
Recon[4:9]:    [-65 -65 -63 -60 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 109 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-50 -51 -53 -54 -53]
Recon[4:9]:    [-50 -51 -53 -54 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 110 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-47 -44 -46 -51 -52]
Recon[4:9]:    [-47 -44 -46 -51 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 111 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-33 -33 -31 -32 -35]
Recon[4:9]:    [-33 -33 -31 -32 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 112 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-54 -57 -56 -54 -52]
Recon[4:9]:    [-54 -57 -56 -54 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 113 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-44 -45 -43 -43 -41]
Recon[4:9]:    [-44 -45 -43 -43 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 114 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-67 -67 -66 -64 -65]
Recon[4:9]:    [-67 -67 -66 -64 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 115 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-58 -64 -66 -64 -64]
Recon[4:9]:    [-58 -64 -66 -64 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 116 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -53 -58 -58 -59]
Recon[4:9]:    [-56 -53 -58 -58 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 117 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-55 -51 -49 -47 -46]
Recon[4:9]:    [-55 -51 -49 -47 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 118 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-54 -56 -58 -57 -57]
Recon[4:9]:    [-54 -56 -58 -57 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 119 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-64 -61 -60 -61 -58]
Recon[4:9]:    [-64 -61 -60 -61 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 120 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-63 -59 -58 -57 -61]
Recon[4:9]:    [-63 -59 -58 -57 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 121 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-50 -51 -49 -44 -51]
Recon[4:9]:    [-50 -51 -49 -44 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 122 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-55 -55 -57 -57 -58]
Recon[4:9]:    [-55 -55 -57 -57 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 123 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-70 -66 -63 -65 -67]
Recon[4:9]:    [-70 -66 -63 -65 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 124 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-74 -70 -71 -74 -77]
Recon[4:9]:    [-74 -70 -71 -74 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 125 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-67 -62 -65 -67 -71]
Recon[4:9]:    [-67 -62 -65 -67 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 126 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-50 -52 -56 -55 -53]
Recon[4:9]:    [-50 -52 -56 -55 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 127 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-44 -45 -48 -49 -49]
Recon[4:9]:    [-44 -45 -48 -49 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 128 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-58 -56 -55 -56 -60]
Recon[4:9]:    [-58 -56 -55 -56 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 129 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-46 -41 -46 -45 -47]
Recon[4:9]:    [-46 -41 -46 -45 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 130 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-36 -36 -38 -40 -39]
Recon[4:9]:    [-36 -36 -38 -40 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 131 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-40 -38 -38 -42 -41]
Recon[4:9]:    [-40 -38 -38 -42 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 132 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-44 -44 -47 -47 -43]
Recon[4:9]:    [-44 -44 -47 -47 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 133 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-35 -35 -34 -35 -35]
Recon[4:9]:    [-35 -35 -34 -35 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 134 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-23 -24 -24 -27 -27]
Recon[4:9]:    [-23 -24 -24 -27 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 135 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-33 -34 -38 -42 -43]
Recon[4:9]:    [-33 -34 -38 -42 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 136 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-40 -42 -41 -42 -38]
Recon[4:9]:    [-40 -42 -41 -42 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 137 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-42 -39 -36 -38 -40]
Recon[4:9]:    [-42 -39 -36 -38 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 138 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-48 -47 -47 -47 -49]
Recon[4:9]:    [-48 -47 -47 -47 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 139 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-58 -57 -58 -61 -62]
Recon[4:9]:    [-58 -57 -58 -61 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 140 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-51 -51 -50 -53 -51]
Recon[4:9]:    [-51 -51 -50 -53 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 141 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-62 -58 -58 -53 -49]
Recon[4:9]:    [-62 -58 -58 -53 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 142 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-44 -42 -40 -38 -40]
Recon[4:9]:    [-44 -42 -40 -38 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 143 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-40 -47 -54 -60 -59]
Recon[4:9]:    [-40 -47 -54 -60 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 144 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-41 -40 -41 -43 -45]
Recon[4:9]:    [-41 -40 -41 -43 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 145 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-47 -44 -44 -43 -45]
Recon[4:9]:    [-47 -44 -44 -43 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 146 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-51 -51 -53 -52 -50]
Recon[4:9]:    [-51 -51 -53 -52 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 147 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-37 -38 -38 -34 -36]
Recon[4:9]:    [-37 -38 -38 -34 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 148 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-44 -45 -46 -43 -43]
Recon[4:9]:    [-44 -45 -46 -43 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 149 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-48 -51 -51 -48 -46]
Recon[4:9]:    [-48 -51 -51 -48 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 150 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-52 -50 -51 -52 -53]
Recon[4:9]:    [-52 -50 -51 -52 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 151 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-53 -56 -59 -55 -51]
Recon[4:9]:    [-53 -56 -59 -55 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 152 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-73 -75 -75 -72 -70]
Recon[4:9]:    [-73 -75 -75 -72 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 153 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-51 -50 -47 -47 -50]
Recon[4:9]:    [-51 -50 -47 -47 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 154 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-47 -52 -55 -53 -52]
Recon[4:9]:    [-47 -52 -55 -53 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 155 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-67 -67 -66 -70 -70]
Recon[4:9]:    [-67 -67 -66 -70 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 156 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-47 -42 -41 -42 -46]
Recon[4:9]:    [-47 -42 -41 -42 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 157 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-54 -55 -57 -55 -54]
Recon[4:9]:    [-54 -55 -57 -55 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 158 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-50 -53 -56 -56 -51]
Recon[4:9]:    [-50 -53 -56 -56 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 159 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-34 -39 -43 -40 -36]
Recon[4:9]:    [-34 -39 -43 -40 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 160 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-27 -26 -25 -27 -31]
Recon[4:9]:    [-27 -26 -25 -27 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 161 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-32 -31 -30 -30 -34]
Recon[4:9]:    [-32 -31 -30 -30 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 162 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-47 -50 -49 -49 -50]
Recon[4:9]:    [-47 -50 -49 -49 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 163 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-50 -52 -52 -52 -52]
Recon[4:9]:    [-50 -52 -52 -52 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 164 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-63 -63 -66 -69 -66]
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L2 calculation: 0.0

DEBUG Segment 165 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-50 -48 -45 -47 -51]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 166 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-50 -52 -51 -53 -50]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 167 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-59 -59 -57 -60 -63]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 168 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-56 -57 -59 -60 -58]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 169 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-62 -57 -58 -61 -65]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 170 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-52 -54 -53 -54 -54]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 171 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-57 -57 -58 -61 -61]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 172 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-50 -52 -57 -59 -62]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 173 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-56 -59 -58 -55 -59]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 174 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-52 -54 -54 -57 -60]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 175 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-56 -59 -58 -56 -56]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 176 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-79 -77 -72 -71 -70]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 177 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-61 -61 -62 -63 -62]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 178 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-52 -49 -52 -54 -54]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 179 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-48 -46 -45 -46 -49]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 180 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-48 -48 -50 -50 -50]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 181 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-55 -53 -52 -55 -61]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 182 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-53 -53 -53 -54 -51]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 183 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-62 -61 -59 -61 -60]
Recon[4:9]:    [-62 -61 -59 -61 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 184 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-66 -64 -65 -66 -64]
Recon[4:9]:    [-66 -64 -65 -66 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 185 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-63 -61 -59 -61 -63]
Recon[4:9]:    [-63 -61 -59 -61 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 186 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-53 -55 -55 -56 -59]
Recon[4:9]:    [-53 -55 -55 -56 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 187 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-58 -57 -55 -56 -59]
Recon[4:9]:    [-58 -57 -55 -56 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 188 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-53 -54 -53 -48 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 189 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -60 -61 -64 -63]
Recon[4:9]:    [-59 -60 -61 -64 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 190 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-62 -66 -63 -62 -61]
Recon[4:9]:    [-62 -66 -63 -62 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 191 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-54 -52 -54 -57 -58]
Recon[4:9]:    [-54 -52 -54 -57 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 192 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-54 -55 -56 -55 -53]
Recon[4:9]:    [-54 -55 -56 -55 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 193 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -60 -59 -56 -57]
Recon[4:9]:    [-59 -60 -59 -56 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 194 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-69 -66 -67 -68 -70]
Recon[4:9]:    [-69 -66 -67 -68 -70]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 195 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-69 -65 -64 -62 -65]
Recon[4:9]:    [-69 -65 -64 -62 -65]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 196 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-69 -69 -68 -66 -66]
Recon[4:9]:    [-69 -69 -68 -66 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 197 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-61 -59 -59 -57 -56]
Recon[4:9]:    [-61 -59 -59 -57 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 198 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-62 -63 -65 -67 -64]
Recon[4:9]:    [-62 -63 -65 -67 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 199 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-65 -68 -66 -68 -70]
Recon[4:9]:    [-65 -68 -66 -68 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 200 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -62 -63 -61 -57]
Recon[4:9]:    [-57 -62 -63 -61 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 201 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-63 -62 -62 -57 -60]
Recon[4:9]:    [-63 -62 -62 -57 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 202 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -58 -60 -60 -59]
Recon[4:9]:    [-59 -58 -60 -60 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 203 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -57 -59 -60 -63]
Recon[4:9]:    [-57 -57 -59 -60 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 204 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -63 -62 -63 -62]
Recon[4:9]:    [-59 -63 -62 -63 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 205 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-64 -65 -65 -68 -66]
Recon[4:9]:    [-64 -65 -65 -68 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 206 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-62 -61 -65 -63 -61]
Recon[4:9]:    [-62 -61 -65 -63 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 207 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-60 -63 -61 -59 -58]
Recon[4:9]:    [-60 -63 -61 -59 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 208 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-66 -65 -65 -63 -63]
Recon[4:9]:    [-66 -65 -65 -63 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 209 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-58 -58 -56 -56 -55]
Recon[4:9]:    [-58 -58 -56 -56 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 210 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-60 -60 -62 -65 -64]
Recon[4:9]:    [-60 -60 -62 -65 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 211 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -58 -62 -63 -61]
Recon[4:9]:    [-57 -58 -62 -63 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 212 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-52 -52 -55 -58 -57]
Recon[4:9]:    [-52 -52 -55 -58 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 213 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-53 -53 -51 -56 -56]
Recon[4:9]:    [-53 -53 -51 -56 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 214 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-53 -51 -48 -48 -49]
Recon[4:9]:    [-53 -51 -48 -48 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 215 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-49 -50 -50 -50 -51]
Recon[4:9]:    [-49 -50 -50 -50 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 216 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-58 -56 -56 -58 -61]
Recon[4:9]:    [-58 -56 -56 -58 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 217 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-46 -48 -47 -49 -48]
Recon[4:9]:    [-46 -48 -47 -49 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 218 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-52 -53 -55 -58 -59]
Recon[4:9]:    [-52 -53 -55 -58 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 219 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-64 -64 -66 -68 -70]
Recon[4:9]:    [-64 -64 -66 -68 -70]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 220 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-55 -54 -55 -56 -53]
Recon[4:9]:    [-55 -54 -55 -56 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 221 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-71 -71 -66 -62 -60]
Recon[4:9]:    [-71 -71 -66 -62 -60]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 222 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-77 -79 -77 -76 -74]
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L2 calculation: 0.0

DEBUG Segment 223 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-50 -54 -58 -56 -55]
Recon[4:9]:    [-50 -54 -58 -56 -55]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 224 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -58 -57 -58 -59]
Recon[4:9]:    [-59 -58 -57 -58 -59]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 225 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-52 -52 -54 -54 -53]
Recon[4:9]:    [-52 -52 -54 -54 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 226 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -58 -58 -56 -56]
Recon[4:9]:    [-56 -58 -58 -56 -56]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 227 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-51 -52 -55 -54 -54]
Recon[4:9]:    [-51 -52 -55 -54 -54]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 228 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-63 -65 -63 -64 -61]
Recon[4:9]:    [-63 -65 -63 -64 -61]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 229 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-60 -58 -58 -61 -63]
Recon[4:9]:    [-60 -58 -58 -61 -63]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 230 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-63 -61 -59 -61 -62]
Recon[4:9]:    [-63 -61 -59 -61 -62]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 231 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-66 -65 -67 -68 -68]
Recon[4:9]:    [-66 -65 -67 -68 -68]
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L2 calculation: 0.0

DEBUG Segment 232 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-75 -77 -75 -76 -77]
Recon[4:9]:    [-75 -77 -75 -76 -77]
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L2 calculation: 0.0

DEBUG Segment 233 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-70 -71 -75 -72 -72]
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L2 calculation: 0.0

DEBUG Segment 234 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -58 -59 -61 -59]
Recon[4:9]:    [-57 -58 -59 -61 -59]
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L2 calculation: 0.0

DEBUG Segment 235 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-58 -59 -62 -59 -59]
Recon[4:9]:    [-58 -59 -62 -59 -59]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 236 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-55 -57 -57 -56 -53]
Recon[4:9]:    [-55 -57 -57 -56 -53]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 237 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-53 -51 -48 -49 -51]
Recon[4:9]:    [-53 -51 -48 -49 -51]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 238 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-46 -45 -47 -48 -48]
Recon[4:9]:    [-46 -45 -47 -48 -48]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 239 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-50 -53 -49 -50 -51]
Recon[4:9]:    [-50 -53 -49 -50 -51]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 240 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-52 -50 -46 -52 -52]
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L2 calculation: 0.0

DEBUG Segment 241 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-53 -56 -54 -50 -52]
Recon[4:9]:    [-53 -56 -54 -50 -52]
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L2 calculation: 0.0

DEBUG Segment 242 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-49 -44 -45 -46 -48]
Recon[4:9]:    [-49 -44 -45 -46 -48]
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L2 calculation: 0.0

DEBUG Segment 243 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-48 -51 -50 -49 -50]
Recon[4:9]:    [-48 -51 -50 -49 -50]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 244 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-50 -52 -55 -58 -55]
Recon[4:9]:    [-50 -52 -55 -58 -55]
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L2 calculation: 0.0

DEBUG Segment 245 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-69 -68 -67 -68 -67]
Recon[4:9]:    [-69 -68 -67 -68 -67]
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L2 calculation: 0.0

DEBUG Segment 246 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-43 -43 -42 -40 -40]
Recon[4:9]:    [-43 -43 -42 -40 -40]
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L2 calculation: 0.0

DEBUG Segment 247 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-32 -33 -34 -33 -32]
Recon[4:9]:    [-32 -33 -34 -33 -32]
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L2 calculation: 0.0

DEBUG Segment 248 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-43 -41 -41 -42 -45]
Recon[4:9]:    [-43 -41 -41 -42 -45]
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L2 calculation: 0.0

DEBUG Segment 249 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -54 -53 -56 -58]
Recon[4:9]:    [-57 -54 -53 -56 -58]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 250 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-54 -56 -52 -51 -52]
Recon[4:9]:    [-54 -56 -52 -51 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 251 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-54 -55 -53 -55 -56]
Recon[4:9]:    [-54 -55 -53 -55 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 252 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-47 -48 -47 -50 -50]
Recon[4:9]:    [-47 -48 -47 -50 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 253 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -56 -51 -48 -51]
Recon[4:9]:    [-57 -56 -51 -48 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 254 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-62 -61 -63 -65 -65]
Recon[4:9]:    [-62 -61 -63 -65 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 255 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-45 -42 -35 -29 -31]
Recon[4:9]:    [-45 -42 -35 -29 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 256 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-71 -72 -72 -73 -69]
Recon[4:9]:    [-71 -72 -72 -73 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 257 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-65 -63 -63 -62 -62]
Recon[4:9]:    [-65 -63 -63 -62 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 258 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-79 -72 -70 -67 -67]
Recon[4:9]:    [-79 -72 -70 -67 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 259 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-74 -74 -76 -75 -74]
Recon[4:9]:    [-74 -74 -76 -75 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 260 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-75 -69 -67 -69 -74]
Recon[4:9]:    [-75 -69 -67 -69 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 261 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-48 -49 -50 -52 -53]
Recon[4:9]:    [-48 -49 -50 -52 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 262 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-33 -32 -37 -37 -40]
Recon[4:9]:    [-33 -32 -37 -37 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 263 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-42 -41 -40 -39 -42]
Recon[4:9]:    [-42 -41 -40 -39 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 264 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-26 -26 -27 -27 -28]
Recon[4:9]:    [-26 -26 -27 -27 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 265 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-30 -31 -31 -26 -22]
Recon[4:9]:    [-30 -31 -31 -26 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 266 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-52 -52 -47 -45 -49]
Recon[4:9]:    [-52 -52 -47 -45 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 267 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-73 -72 -71 -75 -78]
Recon[4:9]:    [-73 -72 -71 -75 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 268 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-65 -66 -61 -62 -62]
Recon[4:9]:    [-65 -66 -61 -62 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 269 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-70 -73 -72 -74 -77]
Recon[4:9]:    [-70 -73 -72 -74 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 270 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-75 -74 -69 -69 -70]
Recon[4:9]:    [-75 -74 -69 -69 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 271 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-62 -67 -67 -67 -65]
Recon[4:9]:    [-62 -67 -67 -67 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 272 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-39 -39 -35 -34 -34]
Recon[4:9]:    [-39 -39 -35 -34 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 273 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-62 -63 -64 -67 -68]
Recon[4:9]:    [-62 -63 -64 -67 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 274 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-65 -69 -67 -64 -63]
Recon[4:9]:    [-65 -69 -67 -64 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 275 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-73 -74 -72 -72 -72]
Recon[4:9]:    [-73 -74 -72 -72 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 276 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-55 -57 -59 -58 -57]
Recon[4:9]:    [-55 -57 -59 -58 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 277 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-37 -37 -38 -38 -38]
Recon[4:9]:    [-37 -37 -38 -38 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 278 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-55 -57 -59 -61 -62]
Recon[4:9]:    [-55 -57 -59 -61 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 279 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-64 -67 -66 -64 -62]
Recon[4:9]:    [-64 -67 -66 -64 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 280 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -57 -55 -46 -45]
Recon[4:9]:    [-59 -57 -55 -46 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 281 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-54 -51 -50 -50 -54]
Recon[4:9]:    [-54 -51 -50 -50 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 282 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-49 -51 -51 -50 -50]
Recon[4:9]:    [-49 -51 -51 -50 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 283 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-67 -63 -65 -66 -69]
Recon[4:9]:    [-67 -63 -65 -66 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 284 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-65 -66 -69 -67 -68]
Recon[4:9]:    [-65 -66 -69 -67 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 285 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-49 -49 -52 -53 -54]
Recon[4:9]:    [-49 -49 -52 -53 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 286 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-45 -46 -48 -48 -45]
Recon[4:9]:    [-45 -46 -48 -48 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 287 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-70 -68 -65 -60 -59]
Recon[4:9]:    [-70 -68 -65 -60 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 288 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-45 -45 -47 -48 -51]
Recon[4:9]:    [-45 -45 -47 -48 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 289 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-50 -52 -55 -55 -54]
Recon[4:9]:    [-50 -52 -55 -55 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 290 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-54 -55 -55 -58 -60]
Recon[4:9]:    [-54 -55 -55 -58 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 291 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-52 -54 -58 -55 -51]
Recon[4:9]:    [-52 -54 -58 -55 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 292 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-42 -41 -41 -45 -44]
Recon[4:9]:    [-42 -41 -41 -45 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 293 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-31 -32 -36 -34 -33]
Recon[4:9]:    [-31 -32 -36 -34 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 294 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-47 -48 -46 -43 -38]
Recon[4:9]:    [-47 -48 -46 -43 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 295 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-48 -51 -54 -53 -51]
Recon[4:9]:    [-48 -51 -54 -53 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 296 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-58 -61 -65 -65 -62]
Recon[4:9]:    [-58 -61 -65 -65 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 297 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-47 -48 -51 -51 -52]
Recon[4:9]:    [-47 -48 -51 -51 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 298 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-61 -65 -70 -70 -67]
Recon[4:9]:    [-61 -65 -70 -70 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 299 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-36 -36 -36 -35 -35]
Recon[4:9]:    [-36 -36 -36 -35 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 300 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-49 -50 -48 -49 -49]
Recon[4:9]:    [-49 -50 -48 -49 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 301 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -56 -53 -55 -57]
Recon[4:9]:    [-57 -56 -53 -55 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 302 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-64 -70 -70 -67 -69]
Recon[4:9]:    [-64 -70 -70 -67 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 303 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-71 -72 -70 -69 -71]
Recon[4:9]:    [-71 -72 -70 -69 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 304 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-74 -71 -68 -66 -67]
Recon[4:9]:    [-74 -71 -68 -66 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 305 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-49 -47 -48 -48 -48]
Recon[4:9]:    [-49 -47 -48 -48 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 306 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-50 -52 -56 -59 -57]
Recon[4:9]:    [-50 -52 -56 -59 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 307 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-52 -55 -53 -54 -51]
Recon[4:9]:    [-52 -55 -53 -54 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 308 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-53 -54 -55 -55 -55]
Recon[4:9]:    [-53 -54 -55 -55 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 309 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-62 -67 -69 -71 -69]
Recon[4:9]:    [-62 -67 -69 -71 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 310 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -59 -62 -64 -66]
Recon[4:9]:    [-59 -59 -62 -64 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 311 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-51 -48 -49 -50 -51]
Recon[4:9]:    [-51 -48 -49 -50 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 312 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-53 -52 -50 -48 -50]
Recon[4:9]:    [-53 -52 -50 -48 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 313 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-65 -67 -67 -65 -66]
Recon[4:9]:    [-65 -67 -67 -65 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 314 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-54 -59 -58 -59 -57]
Recon[4:9]:    [-54 -59 -58 -59 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 315 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-60 -56 -56 -54 -59]
Recon[4:9]:    [-60 -56 -56 -54 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 316 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -55 -57 -53 -52]
Recon[4:9]:    [-57 -55 -57 -53 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 317 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-55 -56 -54 -55 -56]
Recon[4:9]:    [-55 -56 -54 -55 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 318 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-67 -68 -75 -75 -74]
Recon[4:9]:    [-67 -68 -75 -75 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 319 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-43 -47 -49 -48 -46]
Recon[4:9]:    [-43 -47 -49 -48 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 320 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-74 -72 -73 -73 -71]
Recon[4:9]:    [-74 -72 -73 -73 -71]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 321 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -57 -62 -61 -64]
Recon[4:9]:    [-59 -57 -62 -61 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 322 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-39 -42 -42 -40 -40]
Recon[4:9]:    [-39 -42 -42 -40 -40]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 323 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-68 -67 -70 -71 -73]
Recon[4:9]:    [-68 -67 -70 -71 -73]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 324 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-62 -63 -60 -64 -63]
Recon[4:9]:    [-62 -63 -60 -64 -63]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 325 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-61 -61 -60 -65 -65]
Recon[4:9]:    [-61 -61 -60 -65 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 326 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-35 -36 -39 -38 -33]
Recon[4:9]:    [-35 -36 -39 -38 -33]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 327 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -62 -66 -66 -66]
Recon[4:9]:    [-59 -62 -66 -66 -66]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 328 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-39 -37 -35 -39 -39]
Recon[4:9]:    [-39 -37 -35 -39 -39]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 329 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-48 -50 -53 -51 -48]
Recon[4:9]:    [-48 -50 -53 -51 -48]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 330 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-68 -69 -70 -73 -70]
Recon[4:9]:    [-68 -69 -70 -73 -70]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 331 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-27 -28 -29 -34 -30]
Recon[4:9]:    [-27 -28 -29 -34 -30]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 332 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-62 -58 -56 -61 -68]
Recon[4:9]:    [-62 -58 -56 -61 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 333 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -61 -61 -61 -65]
Recon[4:9]:    [-56 -61 -61 -61 -65]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 334 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-68 -68 -71 -72 -69]
Recon[4:9]:    [-68 -68 -71 -72 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 335 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-86 -89 -88 -87 -87]
Recon[4:9]:    [-86 -89 -88 -87 -87]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 336 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -53 -58 -57 -59]
Recon[4:9]:    [-56 -53 -58 -57 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 337 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-29 -31 -31 -30 -28]
Recon[4:9]:    [-29 -31 -31 -30 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 338 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-38 -41 -45 -46 -47]
Recon[4:9]:    [-38 -41 -45 -46 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 339 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-41 -42 -43 -47 -51]
Recon[4:9]:    [-41 -42 -43 -47 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 340 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -5 -10 -10  -9  -7]
Recon[4:9]:    [ -5 -10 -10  -9  -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 341 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-27 -24 -26 -31 -36]
Recon[4:9]:    [-27 -24 -26 -31 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 342 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-40 -35 -37 -34 -32]
Recon[4:9]:    [-40 -35 -37 -34 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 343 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -54 -57 -58 -59]
Recon[4:9]:    [-56 -54 -57 -58 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 344 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -71 -73 -56 -28]
Recon[4:9]:    [-59 -71 -73 -56 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 345 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-38 -40 -41 -41 -41]
Recon[4:9]:    [-38 -40 -41 -41 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 346 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -56 -62 -68 -72]
Recon[4:9]:    [-57 -56 -62 -68 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 347 (NLMS Hamilton Beats (5min)):
Original[4:9]: [  1  -4  -6 -15 -23]
Recon[4:9]:    [  1  -4  -6 -15 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 348 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-45 -47 -43 -40 -42]
Recon[4:9]:    [-45 -47 -43 -40 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 349 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-42 -41 -39 -39 -37]
Recon[4:9]:    [-42 -41 -39 -39 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 350 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-67 -63 -63 -63 -64]
Recon[4:9]:    [-67 -63 -63 -63 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 351 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-38 -37 -39 -36 -37]
Recon[4:9]:    [-38 -37 -39 -36 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 352 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-29 -30 -26 -26 -26]
Recon[4:9]:    [-29 -30 -26 -26 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 353 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-34 -29 -27 -33 -35]
Recon[4:9]:    [-34 -29 -27 -33 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 354 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-33 -37 -39 -41 -39]
Recon[4:9]:    [-33 -37 -39 -41 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 355 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-55 -59 -60 -60 -59]
Recon[4:9]:    [-55 -59 -60 -60 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 356 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-45 -44 -38 -37 -38]
Recon[4:9]:    [-45 -44 -38 -37 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 357 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-14 -17 -22 -26 -27]
Recon[4:9]:    [-14 -17 -22 -26 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 358 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-30 -23 -16 -14 -16]
Recon[4:9]:    [-30 -23 -16 -14 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 359 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-35 -31 -32 -35 -41]
Recon[4:9]:    [-35 -31 -32 -35 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 360 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-39 -32 -30 -33 -33]
Recon[4:9]:    [-39 -32 -30 -33 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 361 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -7 -12 -18 -20 -19]
Recon[4:9]:    [ -7 -12 -18 -20 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 362 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-55 -55 -55 -56 -57]
Recon[4:9]:    [-55 -55 -55 -56 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 363 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-40 -41 -44 -43 -42]
Recon[4:9]:    [-40 -41 -44 -43 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 364 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-38 -42 -42 -43 -42]
Recon[4:9]:    [-38 -42 -42 -43 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 365 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-34 -34 -36 -38 -38]
Recon[4:9]:    [-34 -34 -36 -38 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 366 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-40 -40 -44 -42 -44]
Recon[4:9]:    [-40 -40 -44 -42 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 367 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -54 -53 -51 -53]
Recon[4:9]:    [-56 -54 -53 -51 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 368 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-27 -25 -18 -21 -23]
Recon[4:9]:    [-27 -25 -18 -21 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 369 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-73 -73 -72 -70 -74]
Recon[4:9]:    [-73 -73 -72 -70 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 370 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-55 -57 -60 -58 -60]
Recon[4:9]:    [-55 -57 -60 -58 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 371 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-38 -42 -47 -48 -45]
Recon[4:9]:    [-38 -42 -47 -48 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 372 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-49 -47 -49 -49 -51]
Recon[4:9]:    [-49 -47 -49 -49 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 373 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-45 -43 -41 -40 -42]
Recon[4:9]:    [-45 -43 -41 -40 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 374 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-58 -59 -61 -63 -62]
Recon[4:9]:    [-58 -59 -61 -63 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 375 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-52 -50 -49 -49 -50]
Recon[4:9]:    [-52 -50 -49 -49 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 376 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-41 -37 -37 -39 -42]
Recon[4:9]:    [-41 -37 -37 -39 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 377 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-50 -48 -51 -55 -55]
Recon[4:9]:    [-50 -48 -51 -55 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 378 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -58 -60 -58 -61]
Recon[4:9]:    [-57 -58 -60 -58 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 379 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-78 -79 -79 -80 -81]
Recon[4:9]:    [-78 -79 -79 -80 -81]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 380 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-67 -64 -64 -65 -66]
Recon[4:9]:    [-67 -64 -64 -65 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 381 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-55 -57 -57 -61 -61]
Recon[4:9]:    [-55 -57 -57 -61 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 382 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-62 -60 -61 -60 -59]
Recon[4:9]:    [-62 -60 -61 -60 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 383 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-65 -68 -69 -68 -64]
Recon[4:9]:    [-65 -68 -69 -68 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 384 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-61 -62 -64 -66 -64]
Recon[4:9]:    [-61 -62 -64 -66 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 385 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-58 -57 -57 -59 -61]
Recon[4:9]:    [-58 -57 -57 -59 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 386 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-67 -70 -68 -69 -70]
Recon[4:9]:    [-67 -70 -68 -69 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 387 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -59 -60 -63 -59]
Recon[4:9]:    [-57 -59 -60 -63 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 388 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-65 -66 -67 -69 -69]
Recon[4:9]:    [-65 -66 -67 -69 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 389 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-71 -71 -72 -71 -70]
Recon[4:9]:    [-71 -71 -72 -71 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 390 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-64 -66 -67 -65 -62]
Recon[4:9]:    [-64 -66 -67 -65 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 391 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-64 -62 -60 -62 -63]
Recon[4:9]:    [-64 -62 -60 -62 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 392 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-61 -60 -61 -57 -61]
Recon[4:9]:    [-61 -60 -61 -57 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 393 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-64 -56 -58 -59 -60]
Recon[4:9]:    [-64 -56 -58 -59 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 394 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-66 -64 -60 -54 -51]
Recon[4:9]:    [-66 -64 -60 -54 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 395 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-51 -51 -50 -53 -53]
Recon[4:9]:    [-51 -51 -50 -53 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 396 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-60 -62 -64 -60 -56]
Recon[4:9]:    [-60 -62 -64 -60 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 397 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-27 -25 -29 -35 -38]
Recon[4:9]:    [-27 -25 -29 -35 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 398 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-31 -29 -29 -28 -29]
Recon[4:9]:    [-31 -29 -29 -28 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 399 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-44 -46 -49 -51 -49]
Recon[4:9]:    [-44 -46 -49 -51 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 400 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-47 -50 -53 -55 -57]
Recon[4:9]:    [-47 -50 -53 -55 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 401 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-75 -75 -74 -74 -76]
Recon[4:9]:    [-75 -75 -74 -74 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 402 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -59 -60 -58 -60]
Recon[4:9]:    [-57 -59 -60 -58 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 403 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-37 -35 -37 -36 -38]
Recon[4:9]:    [-37 -35 -37 -36 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 404 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-35 -32 -32 -32 -34]
Recon[4:9]:    [-35 -32 -32 -32 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 405 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-40 -40 -43 -40 -39]
Recon[4:9]:    [-40 -40 -43 -40 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 406 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-48 -45 -45 -45 -48]
Recon[4:9]:    [-48 -45 -45 -45 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 407 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -64 -64 -66 -62]
Recon[4:9]:    [-59 -64 -64 -66 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 408 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-70 -65 -64 -60 -61]
Recon[4:9]:    [-70 -65 -64 -60 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 409 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-63 -65 -67 -69 -67]
Recon[4:9]:    [-63 -65 -67 -69 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 410 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-55 -55 -56 -54 -51]
Recon[4:9]:    [-55 -55 -56 -54 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 411 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -58 -60 -65 -70]
Recon[4:9]:    [-57 -58 -60 -65 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 412 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-47 -46 -48 -51 -55]
Recon[4:9]:    [-47 -46 -48 -51 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 413 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-53 -52 -54 -54 -55]
Recon[4:9]:    [-53 -52 -54 -54 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 414 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-45 -48 -46 -43 -44]
Recon[4:9]:    [-45 -48 -46 -43 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 415 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -62 -62 -62 -60]
Recon[4:9]:    [-59 -62 -62 -62 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- NLMS Hamilton Beats (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added NLMS results for Hamilton Beats: CR Rice=1.556, CR Huff=1.725, mean L2=32.55197
Best params for GASS Hamilton Beats (10s): {'order': 4, 'mu': 1e-07, 'rho': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (GASS Hamilton Beats (5min)):
Original[4:9]: [-89 -89 -89 -89 -90]
Recon[4:9]:    [-89 -89 -89 -89 -90]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (GASS Hamilton Beats (5min)):
Original[4:9]: [-63 -63 -65 -66 -65]
Recon[4:9]:    [-63 -63 -65 -66 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (GASS Hamilton Beats (5min)):
Original[4:9]: [-68 -69 -68 -70 -70]
Recon[4:9]:    [-68 -69 -68 -70 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (GASS Hamilton Beats (5min)):
Original[4:9]: [-65 -63 -63 -63 -65]
Recon[4:9]:    [-65 -63 -63 -63 -65]
Raw difference: [0 0 0 0 0]
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DEBUG Segment 4 (GASS Hamilton Beats (5min)):
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DEBUG Segment 5 (GASS Hamilton Beats (5min)):
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DEBUG Segment 6 (GASS Hamilton Beats (5min)):
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DEBUG Segment 7 (GASS Hamilton Beats (5min)):
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DEBUG Segment 8 (GASS Hamilton Beats (5min)):
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DEBUG Segment 9 (GASS Hamilton Beats (5min)):
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DEBUG Segment 10 (GASS Hamilton Beats (5min)):
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DEBUG Segment 11 (GASS Hamilton Beats (5min)):
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DEBUG Segment 12 (GASS Hamilton Beats (5min)):
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DEBUG Segment 13 (GASS Hamilton Beats (5min)):
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DEBUG Segment 14 (GASS Hamilton Beats (5min)):
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DEBUG Segment 15 (GASS Hamilton Beats (5min)):
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DEBUG Segment 16 (GASS Hamilton Beats (5min)):
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DEBUG Segment 17 (GASS Hamilton Beats (5min)):
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DEBUG Segment 18 (GASS Hamilton Beats (5min)):
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DEBUG Segment 19 (GASS Hamilton Beats (5min)):
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DEBUG Segment 20 (GASS Hamilton Beats (5min)):
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DEBUG Segment 21 (GASS Hamilton Beats (5min)):
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DEBUG Segment 22 (GASS Hamilton Beats (5min)):
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DEBUG Segment 23 (GASS Hamilton Beats (5min)):
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DEBUG Segment 24 (GASS Hamilton Beats (5min)):
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DEBUG Segment 25 (GASS Hamilton Beats (5min)):
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DEBUG Segment 26 (GASS Hamilton Beats (5min)):
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DEBUG Segment 27 (GASS Hamilton Beats (5min)):
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DEBUG Segment 28 (GASS Hamilton Beats (5min)):
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DEBUG Segment 29 (GASS Hamilton Beats (5min)):
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DEBUG Segment 30 (GASS Hamilton Beats (5min)):
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DEBUG Segment 31 (GASS Hamilton Beats (5min)):
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DEBUG Segment 32 (GASS Hamilton Beats (5min)):
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DEBUG Segment 33 (GASS Hamilton Beats (5min)):
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DEBUG Segment 34 (GASS Hamilton Beats (5min)):
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DEBUG Segment 35 (GASS Hamilton Beats (5min)):
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DEBUG Segment 36 (GASS Hamilton Beats (5min)):
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DEBUG Segment 37 (GASS Hamilton Beats (5min)):
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DEBUG Segment 38 (GASS Hamilton Beats (5min)):
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DEBUG Segment 39 (GASS Hamilton Beats (5min)):
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DEBUG Segment 40 (GASS Hamilton Beats (5min)):
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DEBUG Segment 41 (GASS Hamilton Beats (5min)):
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DEBUG Segment 42 (GASS Hamilton Beats (5min)):
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DEBUG Segment 43 (GASS Hamilton Beats (5min)):
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DEBUG Segment 44 (GASS Hamilton Beats (5min)):
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DEBUG Segment 45 (GASS Hamilton Beats (5min)):
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DEBUG Segment 46 (GASS Hamilton Beats (5min)):
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DEBUG Segment 47 (GASS Hamilton Beats (5min)):
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DEBUG Segment 48 (GASS Hamilton Beats (5min)):
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DEBUG Segment 49 (GASS Hamilton Beats (5min)):
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DEBUG Segment 50 (GASS Hamilton Beats (5min)):
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DEBUG Segment 51 (GASS Hamilton Beats (5min)):
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DEBUG Segment 52 (GASS Hamilton Beats (5min)):
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DEBUG Segment 53 (GASS Hamilton Beats (5min)):
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DEBUG Segment 54 (GASS Hamilton Beats (5min)):
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DEBUG Segment 55 (GASS Hamilton Beats (5min)):
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DEBUG Segment 56 (GASS Hamilton Beats (5min)):
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DEBUG Segment 57 (GASS Hamilton Beats (5min)):
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DEBUG Segment 58 (GASS Hamilton Beats (5min)):
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DEBUG Segment 59 (GASS Hamilton Beats (5min)):
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DEBUG Segment 60 (GASS Hamilton Beats (5min)):
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DEBUG Segment 61 (GASS Hamilton Beats (5min)):
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DEBUG Segment 62 (GASS Hamilton Beats (5min)):
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DEBUG Segment 63 (GASS Hamilton Beats (5min)):
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DEBUG Segment 64 (GASS Hamilton Beats (5min)):
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DEBUG Segment 65 (GASS Hamilton Beats (5min)):
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DEBUG Segment 66 (GASS Hamilton Beats (5min)):
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DEBUG Segment 67 (GASS Hamilton Beats (5min)):
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DEBUG Segment 68 (GASS Hamilton Beats (5min)):
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DEBUG Segment 69 (GASS Hamilton Beats (5min)):
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DEBUG Segment 70 (GASS Hamilton Beats (5min)):
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DEBUG Segment 71 (GASS Hamilton Beats (5min)):
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DEBUG Segment 72 (GASS Hamilton Beats (5min)):
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DEBUG Segment 73 (GASS Hamilton Beats (5min)):
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DEBUG Segment 74 (GASS Hamilton Beats (5min)):
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DEBUG Segment 75 (GASS Hamilton Beats (5min)):
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DEBUG Segment 76 (GASS Hamilton Beats (5min)):
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DEBUG Segment 77 (GASS Hamilton Beats (5min)):
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DEBUG Segment 78 (GASS Hamilton Beats (5min)):
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DEBUG Segment 79 (GASS Hamilton Beats (5min)):
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DEBUG Segment 80 (GASS Hamilton Beats (5min)):
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DEBUG Segment 81 (GASS Hamilton Beats (5min)):
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DEBUG Segment 82 (GASS Hamilton Beats (5min)):
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DEBUG Segment 83 (GASS Hamilton Beats (5min)):
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DEBUG Segment 84 (GASS Hamilton Beats (5min)):
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DEBUG Segment 85 (GASS Hamilton Beats (5min)):
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DEBUG Segment 86 (GASS Hamilton Beats (5min)):
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DEBUG Segment 87 (GASS Hamilton Beats (5min)):
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DEBUG Segment 88 (GASS Hamilton Beats (5min)):
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DEBUG Segment 89 (GASS Hamilton Beats (5min)):
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DEBUG Segment 90 (GASS Hamilton Beats (5min)):
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DEBUG Segment 91 (GASS Hamilton Beats (5min)):
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DEBUG Segment 92 (GASS Hamilton Beats (5min)):
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DEBUG Segment 93 (GASS Hamilton Beats (5min)):
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DEBUG Segment 94 (GASS Hamilton Beats (5min)):
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DEBUG Segment 95 (GASS Hamilton Beats (5min)):
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DEBUG Segment 96 (GASS Hamilton Beats (5min)):
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DEBUG Segment 97 (GASS Hamilton Beats (5min)):
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DEBUG Segment 98 (GASS Hamilton Beats (5min)):
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DEBUG Segment 99 (GASS Hamilton Beats (5min)):
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DEBUG Segment 100 (GASS Hamilton Beats (5min)):
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DEBUG Segment 101 (GASS Hamilton Beats (5min)):
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DEBUG Segment 102 (GASS Hamilton Beats (5min)):
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DEBUG Segment 103 (GASS Hamilton Beats (5min)):
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DEBUG Segment 104 (GASS Hamilton Beats (5min)):
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DEBUG Segment 105 (GASS Hamilton Beats (5min)):
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DEBUG Segment 106 (GASS Hamilton Beats (5min)):
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DEBUG Segment 107 (GASS Hamilton Beats (5min)):
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DEBUG Segment 108 (GASS Hamilton Beats (5min)):
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DEBUG Segment 109 (GASS Hamilton Beats (5min)):
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DEBUG Segment 110 (GASS Hamilton Beats (5min)):
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DEBUG Segment 111 (GASS Hamilton Beats (5min)):
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DEBUG Segment 112 (GASS Hamilton Beats (5min)):
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DEBUG Segment 113 (GASS Hamilton Beats (5min)):
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DEBUG Segment 114 (GASS Hamilton Beats (5min)):
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DEBUG Segment 115 (GASS Hamilton Beats (5min)):
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DEBUG Segment 116 (GASS Hamilton Beats (5min)):
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DEBUG Segment 117 (GASS Hamilton Beats (5min)):
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DEBUG Segment 118 (GASS Hamilton Beats (5min)):
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DEBUG Segment 119 (GASS Hamilton Beats (5min)):
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DEBUG Segment 120 (GASS Hamilton Beats (5min)):
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DEBUG Segment 121 (GASS Hamilton Beats (5min)):
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DEBUG Segment 122 (GASS Hamilton Beats (5min)):
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DEBUG Segment 123 (GASS Hamilton Beats (5min)):
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DEBUG Segment 124 (GASS Hamilton Beats (5min)):
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DEBUG Segment 125 (GASS Hamilton Beats (5min)):
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DEBUG Segment 126 (GASS Hamilton Beats (5min)):
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DEBUG Segment 127 (GASS Hamilton Beats (5min)):
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DEBUG Segment 128 (GASS Hamilton Beats (5min)):
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DEBUG Segment 129 (GASS Hamilton Beats (5min)):
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DEBUG Segment 130 (GASS Hamilton Beats (5min)):
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DEBUG Segment 131 (GASS Hamilton Beats (5min)):
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DEBUG Segment 132 (GASS Hamilton Beats (5min)):
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DEBUG Segment 133 (GASS Hamilton Beats (5min)):
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DEBUG Segment 134 (GASS Hamilton Beats (5min)):
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DEBUG Segment 135 (GASS Hamilton Beats (5min)):
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DEBUG Segment 136 (GASS Hamilton Beats (5min)):
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DEBUG Segment 137 (GASS Hamilton Beats (5min)):
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DEBUG Segment 138 (GASS Hamilton Beats (5min)):
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DEBUG Segment 139 (GASS Hamilton Beats (5min)):
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DEBUG Segment 140 (GASS Hamilton Beats (5min)):
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DEBUG Segment 141 (GASS Hamilton Beats (5min)):
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DEBUG Segment 142 (GASS Hamilton Beats (5min)):
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DEBUG Segment 143 (GASS Hamilton Beats (5min)):
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DEBUG Segment 144 (GASS Hamilton Beats (5min)):
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DEBUG Segment 145 (GASS Hamilton Beats (5min)):
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DEBUG Segment 146 (GASS Hamilton Beats (5min)):
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DEBUG Segment 147 (GASS Hamilton Beats (5min)):
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DEBUG Segment 148 (GASS Hamilton Beats (5min)):
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DEBUG Segment 149 (GASS Hamilton Beats (5min)):
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DEBUG Segment 150 (GASS Hamilton Beats (5min)):
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DEBUG Segment 151 (GASS Hamilton Beats (5min)):
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DEBUG Segment 152 (GASS Hamilton Beats (5min)):
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DEBUG Segment 153 (GASS Hamilton Beats (5min)):
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DEBUG Segment 154 (GASS Hamilton Beats (5min)):
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DEBUG Segment 155 (GASS Hamilton Beats (5min)):
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DEBUG Segment 156 (GASS Hamilton Beats (5min)):
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DEBUG Segment 157 (GASS Hamilton Beats (5min)):
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DEBUG Segment 158 (GASS Hamilton Beats (5min)):
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DEBUG Segment 159 (GASS Hamilton Beats (5min)):
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DEBUG Segment 160 (GASS Hamilton Beats (5min)):
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DEBUG Segment 161 (GASS Hamilton Beats (5min)):
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DEBUG Segment 162 (GASS Hamilton Beats (5min)):
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DEBUG Segment 163 (GASS Hamilton Beats (5min)):
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DEBUG Segment 164 (GASS Hamilton Beats (5min)):
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DEBUG Segment 165 (GASS Hamilton Beats (5min)):
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DEBUG Segment 166 (GASS Hamilton Beats (5min)):
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DEBUG Segment 167 (GASS Hamilton Beats (5min)):
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DEBUG Segment 168 (GASS Hamilton Beats (5min)):
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DEBUG Segment 169 (GASS Hamilton Beats (5min)):
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DEBUG Segment 170 (GASS Hamilton Beats (5min)):
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DEBUG Segment 171 (GASS Hamilton Beats (5min)):
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DEBUG Segment 172 (GASS Hamilton Beats (5min)):
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DEBUG Segment 173 (GASS Hamilton Beats (5min)):
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DEBUG Segment 174 (GASS Hamilton Beats (5min)):
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DEBUG Segment 175 (GASS Hamilton Beats (5min)):
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DEBUG Segment 176 (GASS Hamilton Beats (5min)):
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DEBUG Segment 177 (GASS Hamilton Beats (5min)):
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DEBUG Segment 178 (GASS Hamilton Beats (5min)):
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DEBUG Segment 179 (GASS Hamilton Beats (5min)):
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DEBUG Segment 180 (GASS Hamilton Beats (5min)):
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DEBUG Segment 181 (GASS Hamilton Beats (5min)):
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DEBUG Segment 182 (GASS Hamilton Beats (5min)):
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DEBUG Segment 183 (GASS Hamilton Beats (5min)):
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DEBUG Segment 184 (GASS Hamilton Beats (5min)):
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DEBUG Segment 185 (GASS Hamilton Beats (5min)):
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DEBUG Segment 186 (GASS Hamilton Beats (5min)):
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DEBUG Segment 187 (GASS Hamilton Beats (5min)):
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DEBUG Segment 188 (GASS Hamilton Beats (5min)):
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DEBUG Segment 189 (GASS Hamilton Beats (5min)):
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DEBUG Segment 190 (GASS Hamilton Beats (5min)):
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DEBUG Segment 191 (GASS Hamilton Beats (5min)):
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DEBUG Segment 192 (GASS Hamilton Beats (5min)):
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DEBUG Segment 193 (GASS Hamilton Beats (5min)):
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DEBUG Segment 194 (GASS Hamilton Beats (5min)):
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DEBUG Segment 195 (GASS Hamilton Beats (5min)):
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DEBUG Segment 196 (GASS Hamilton Beats (5min)):
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DEBUG Segment 197 (GASS Hamilton Beats (5min)):
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DEBUG Segment 198 (GASS Hamilton Beats (5min)):
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DEBUG Segment 199 (GASS Hamilton Beats (5min)):
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DEBUG Segment 200 (GASS Hamilton Beats (5min)):
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DEBUG Segment 201 (GASS Hamilton Beats (5min)):
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DEBUG Segment 202 (GASS Hamilton Beats (5min)):
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DEBUG Segment 203 (GASS Hamilton Beats (5min)):
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DEBUG Segment 204 (GASS Hamilton Beats (5min)):
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DEBUG Segment 205 (GASS Hamilton Beats (5min)):
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DEBUG Segment 206 (GASS Hamilton Beats (5min)):
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DEBUG Segment 207 (GASS Hamilton Beats (5min)):
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DEBUG Segment 208 (GASS Hamilton Beats (5min)):
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DEBUG Segment 209 (GASS Hamilton Beats (5min)):
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DEBUG Segment 210 (GASS Hamilton Beats (5min)):
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DEBUG Segment 211 (GASS Hamilton Beats (5min)):
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DEBUG Segment 212 (GASS Hamilton Beats (5min)):
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DEBUG Segment 213 (GASS Hamilton Beats (5min)):
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DEBUG Segment 214 (GASS Hamilton Beats (5min)):
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DEBUG Segment 215 (GASS Hamilton Beats (5min)):
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DEBUG Segment 216 (GASS Hamilton Beats (5min)):
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DEBUG Segment 217 (GASS Hamilton Beats (5min)):
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DEBUG Segment 218 (GASS Hamilton Beats (5min)):
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DEBUG Segment 219 (GASS Hamilton Beats (5min)):
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DEBUG Segment 220 (GASS Hamilton Beats (5min)):
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DEBUG Segment 221 (GASS Hamilton Beats (5min)):
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DEBUG Segment 222 (GASS Hamilton Beats (5min)):
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DEBUG Segment 223 (GASS Hamilton Beats (5min)):
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DEBUG Segment 224 (GASS Hamilton Beats (5min)):
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DEBUG Segment 225 (GASS Hamilton Beats (5min)):
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DEBUG Segment 226 (GASS Hamilton Beats (5min)):
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DEBUG Segment 227 (GASS Hamilton Beats (5min)):
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DEBUG Segment 228 (GASS Hamilton Beats (5min)):
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DEBUG Segment 229 (GASS Hamilton Beats (5min)):
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DEBUG Segment 230 (GASS Hamilton Beats (5min)):
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DEBUG Segment 231 (GASS Hamilton Beats (5min)):
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DEBUG Segment 232 (GASS Hamilton Beats (5min)):
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DEBUG Segment 233 (GASS Hamilton Beats (5min)):
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DEBUG Segment 234 (GASS Hamilton Beats (5min)):
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DEBUG Segment 235 (GASS Hamilton Beats (5min)):
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DEBUG Segment 236 (GASS Hamilton Beats (5min)):
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DEBUG Segment 237 (GASS Hamilton Beats (5min)):
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DEBUG Segment 238 (GASS Hamilton Beats (5min)):
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DEBUG Segment 239 (GASS Hamilton Beats (5min)):
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DEBUG Segment 240 (GASS Hamilton Beats (5min)):
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DEBUG Segment 241 (GASS Hamilton Beats (5min)):
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DEBUG Segment 242 (GASS Hamilton Beats (5min)):
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DEBUG Segment 243 (GASS Hamilton Beats (5min)):
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DEBUG Segment 244 (GASS Hamilton Beats (5min)):
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DEBUG Segment 245 (GASS Hamilton Beats (5min)):
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DEBUG Segment 246 (GASS Hamilton Beats (5min)):
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DEBUG Segment 247 (GASS Hamilton Beats (5min)):
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DEBUG Segment 248 (GASS Hamilton Beats (5min)):
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DEBUG Segment 249 (GASS Hamilton Beats (5min)):
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DEBUG Segment 250 (GASS Hamilton Beats (5min)):
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DEBUG Segment 251 (GASS Hamilton Beats (5min)):
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DEBUG Segment 252 (GASS Hamilton Beats (5min)):
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DEBUG Segment 253 (GASS Hamilton Beats (5min)):
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DEBUG Segment 254 (GASS Hamilton Beats (5min)):
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DEBUG Segment 255 (GASS Hamilton Beats (5min)):
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DEBUG Segment 256 (GASS Hamilton Beats (5min)):
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DEBUG Segment 257 (GASS Hamilton Beats (5min)):
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DEBUG Segment 258 (GASS Hamilton Beats (5min)):
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DEBUG Segment 259 (GASS Hamilton Beats (5min)):
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DEBUG Segment 260 (GASS Hamilton Beats (5min)):
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DEBUG Segment 261 (GASS Hamilton Beats (5min)):
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DEBUG Segment 262 (GASS Hamilton Beats (5min)):
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DEBUG Segment 263 (GASS Hamilton Beats (5min)):
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DEBUG Segment 264 (GASS Hamilton Beats (5min)):
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DEBUG Segment 265 (GASS Hamilton Beats (5min)):
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DEBUG Segment 266 (GASS Hamilton Beats (5min)):
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DEBUG Segment 267 (GASS Hamilton Beats (5min)):
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DEBUG Segment 268 (GASS Hamilton Beats (5min)):
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DEBUG Segment 269 (GASS Hamilton Beats (5min)):
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DEBUG Segment 270 (GASS Hamilton Beats (5min)):
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DEBUG Segment 271 (GASS Hamilton Beats (5min)):
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DEBUG Segment 272 (GASS Hamilton Beats (5min)):
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DEBUG Segment 273 (GASS Hamilton Beats (5min)):
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DEBUG Segment 274 (GASS Hamilton Beats (5min)):
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DEBUG Segment 275 (GASS Hamilton Beats (5min)):
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DEBUG Segment 276 (GASS Hamilton Beats (5min)):
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DEBUG Segment 277 (GASS Hamilton Beats (5min)):
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DEBUG Segment 278 (GASS Hamilton Beats (5min)):
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DEBUG Segment 279 (GASS Hamilton Beats (5min)):
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DEBUG Segment 280 (GASS Hamilton Beats (5min)):
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DEBUG Segment 281 (GASS Hamilton Beats (5min)):
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DEBUG Segment 282 (GASS Hamilton Beats (5min)):
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DEBUG Segment 283 (GASS Hamilton Beats (5min)):
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DEBUG Segment 284 (GASS Hamilton Beats (5min)):
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DEBUG Segment 285 (GASS Hamilton Beats (5min)):
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DEBUG Segment 286 (GASS Hamilton Beats (5min)):
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DEBUG Segment 287 (GASS Hamilton Beats (5min)):
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DEBUG Segment 288 (GASS Hamilton Beats (5min)):
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DEBUG Segment 289 (GASS Hamilton Beats (5min)):
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DEBUG Segment 290 (GASS Hamilton Beats (5min)):
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DEBUG Segment 291 (GASS Hamilton Beats (5min)):
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DEBUG Segment 292 (GASS Hamilton Beats (5min)):
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DEBUG Segment 293 (GASS Hamilton Beats (5min)):
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DEBUG Segment 294 (GASS Hamilton Beats (5min)):
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DEBUG Segment 295 (GASS Hamilton Beats (5min)):
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DEBUG Segment 296 (GASS Hamilton Beats (5min)):
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DEBUG Segment 297 (GASS Hamilton Beats (5min)):
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DEBUG Segment 298 (GASS Hamilton Beats (5min)):
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DEBUG Segment 299 (GASS Hamilton Beats (5min)):
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DEBUG Segment 300 (GASS Hamilton Beats (5min)):
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DEBUG Segment 301 (GASS Hamilton Beats (5min)):
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DEBUG Segment 302 (GASS Hamilton Beats (5min)):
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DEBUG Segment 303 (GASS Hamilton Beats (5min)):
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DEBUG Segment 304 (GASS Hamilton Beats (5min)):
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DEBUG Segment 305 (GASS Hamilton Beats (5min)):
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DEBUG Segment 306 (GASS Hamilton Beats (5min)):
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DEBUG Segment 307 (GASS Hamilton Beats (5min)):
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DEBUG Segment 308 (GASS Hamilton Beats (5min)):
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DEBUG Segment 309 (GASS Hamilton Beats (5min)):
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DEBUG Segment 310 (GASS Hamilton Beats (5min)):
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DEBUG Segment 311 (GASS Hamilton Beats (5min)):
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DEBUG Segment 312 (GASS Hamilton Beats (5min)):
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DEBUG Segment 313 (GASS Hamilton Beats (5min)):
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DEBUG Segment 314 (GASS Hamilton Beats (5min)):
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DEBUG Segment 315 (GASS Hamilton Beats (5min)):
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DEBUG Segment 316 (GASS Hamilton Beats (5min)):
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DEBUG Segment 317 (GASS Hamilton Beats (5min)):
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DEBUG Segment 318 (GASS Hamilton Beats (5min)):
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DEBUG Segment 319 (GASS Hamilton Beats (5min)):
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DEBUG Segment 320 (GASS Hamilton Beats (5min)):
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DEBUG Segment 321 (GASS Hamilton Beats (5min)):
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DEBUG Segment 322 (GASS Hamilton Beats (5min)):
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DEBUG Segment 323 (GASS Hamilton Beats (5min)):
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DEBUG Segment 324 (GASS Hamilton Beats (5min)):
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DEBUG Segment 325 (GASS Hamilton Beats (5min)):
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DEBUG Segment 326 (GASS Hamilton Beats (5min)):
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DEBUG Segment 327 (GASS Hamilton Beats (5min)):
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DEBUG Segment 328 (GASS Hamilton Beats (5min)):
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DEBUG Segment 329 (GASS Hamilton Beats (5min)):
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DEBUG Segment 330 (GASS Hamilton Beats (5min)):
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DEBUG Segment 331 (GASS Hamilton Beats (5min)):
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DEBUG Segment 332 (GASS Hamilton Beats (5min)):
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DEBUG Segment 333 (GASS Hamilton Beats (5min)):
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DEBUG Segment 334 (GASS Hamilton Beats (5min)):
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DEBUG Segment 335 (GASS Hamilton Beats (5min)):
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DEBUG Segment 336 (GASS Hamilton Beats (5min)):
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DEBUG Segment 337 (GASS Hamilton Beats (5min)):
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DEBUG Segment 338 (GASS Hamilton Beats (5min)):
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DEBUG Segment 339 (GASS Hamilton Beats (5min)):
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DEBUG Segment 340 (GASS Hamilton Beats (5min)):
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DEBUG Segment 341 (GASS Hamilton Beats (5min)):
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DEBUG Segment 342 (GASS Hamilton Beats (5min)):
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DEBUG Segment 343 (GASS Hamilton Beats (5min)):
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DEBUG Segment 344 (GASS Hamilton Beats (5min)):
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DEBUG Segment 345 (GASS Hamilton Beats (5min)):
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DEBUG Segment 346 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-57 -56 -62 -68 -72]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 347 (GASS Hamilton Beats (5min)):
Original[4:9]: [  1  -4  -6 -15 -23]
Recon[4:9]:    [  1  -4  -6 -15 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 348 (GASS Hamilton Beats (5min)):
Original[4:9]: [-45 -47 -43 -40 -42]
Recon[4:9]:    [-45 -47 -43 -40 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 349 (GASS Hamilton Beats (5min)):
Original[4:9]: [-42 -41 -39 -39 -37]
Recon[4:9]:    [-42 -41 -39 -39 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 350 (GASS Hamilton Beats (5min)):
Original[4:9]: [-67 -63 -63 -63 -64]
Recon[4:9]:    [-67 -63 -63 -63 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 351 (GASS Hamilton Beats (5min)):
Original[4:9]: [-38 -37 -39 -36 -37]
Recon[4:9]:    [-38 -37 -39 -36 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 352 (GASS Hamilton Beats (5min)):
Original[4:9]: [-29 -30 -26 -26 -26]
Recon[4:9]:    [-29 -30 -26 -26 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 353 (GASS Hamilton Beats (5min)):
Original[4:9]: [-34 -29 -27 -33 -35]
Recon[4:9]:    [-34 -29 -27 -33 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 354 (GASS Hamilton Beats (5min)):
Original[4:9]: [-33 -37 -39 -41 -39]
Recon[4:9]:    [-33 -37 -39 -41 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 355 (GASS Hamilton Beats (5min)):
Original[4:9]: [-55 -59 -60 -60 -59]
Recon[4:9]:    [-55 -59 -60 -60 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 356 (GASS Hamilton Beats (5min)):
Original[4:9]: [-45 -44 -38 -37 -38]
Recon[4:9]:    [-45 -44 -38 -37 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 357 (GASS Hamilton Beats (5min)):
Original[4:9]: [-14 -17 -22 -26 -27]
Recon[4:9]:    [-14 -17 -22 -26 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 358 (GASS Hamilton Beats (5min)):
Original[4:9]: [-30 -23 -16 -14 -16]
Recon[4:9]:    [-30 -23 -16 -14 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 359 (GASS Hamilton Beats (5min)):
Original[4:9]: [-35 -31 -32 -35 -41]
Recon[4:9]:    [-35 -31 -32 -35 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 360 (GASS Hamilton Beats (5min)):
Original[4:9]: [-39 -32 -30 -33 -33]
Recon[4:9]:    [-39 -32 -30 -33 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 361 (GASS Hamilton Beats (5min)):
Original[4:9]: [ -7 -12 -18 -20 -19]
Recon[4:9]:    [ -7 -12 -18 -20 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 362 (GASS Hamilton Beats (5min)):
Original[4:9]: [-55 -55 -55 -56 -57]
Recon[4:9]:    [-55 -55 -55 -56 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 363 (GASS Hamilton Beats (5min)):
Original[4:9]: [-40 -41 -44 -43 -42]
Recon[4:9]:    [-40 -41 -44 -43 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 364 (GASS Hamilton Beats (5min)):
Original[4:9]: [-38 -42 -42 -43 -42]
Recon[4:9]:    [-38 -42 -42 -43 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 365 (GASS Hamilton Beats (5min)):
Original[4:9]: [-34 -34 -36 -38 -38]
Recon[4:9]:    [-34 -34 -36 -38 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 366 (GASS Hamilton Beats (5min)):
Original[4:9]: [-40 -40 -44 -42 -44]
Recon[4:9]:    [-40 -40 -44 -42 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 367 (GASS Hamilton Beats (5min)):
Original[4:9]: [-56 -54 -53 -51 -53]
Recon[4:9]:    [-56 -54 -53 -51 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 368 (GASS Hamilton Beats (5min)):
Original[4:9]: [-27 -25 -18 -21 -23]
Recon[4:9]:    [-27 -25 -18 -21 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 369 (GASS Hamilton Beats (5min)):
Original[4:9]: [-73 -73 -72 -70 -74]
Recon[4:9]:    [-73 -73 -72 -70 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 370 (GASS Hamilton Beats (5min)):
Original[4:9]: [-55 -57 -60 -58 -60]
Recon[4:9]:    [-55 -57 -60 -58 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 371 (GASS Hamilton Beats (5min)):
Original[4:9]: [-38 -42 -47 -48 -45]
Recon[4:9]:    [-38 -42 -47 -48 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 372 (GASS Hamilton Beats (5min)):
Original[4:9]: [-49 -47 -49 -49 -51]
Recon[4:9]:    [-49 -47 -49 -49 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 373 (GASS Hamilton Beats (5min)):
Original[4:9]: [-45 -43 -41 -40 -42]
Recon[4:9]:    [-45 -43 -41 -40 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 374 (GASS Hamilton Beats (5min)):
Original[4:9]: [-58 -59 -61 -63 -62]
Recon[4:9]:    [-58 -59 -61 -63 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 375 (GASS Hamilton Beats (5min)):
Original[4:9]: [-52 -50 -49 -49 -50]
Recon[4:9]:    [-52 -50 -49 -49 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 376 (GASS Hamilton Beats (5min)):
Original[4:9]: [-41 -37 -37 -39 -42]
Recon[4:9]:    [-41 -37 -37 -39 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 377 (GASS Hamilton Beats (5min)):
Original[4:9]: [-50 -48 -51 -55 -55]
Recon[4:9]:    [-50 -48 -51 -55 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 378 (GASS Hamilton Beats (5min)):
Original[4:9]: [-57 -58 -60 -58 -61]
Recon[4:9]:    [-57 -58 -60 -58 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 379 (GASS Hamilton Beats (5min)):
Original[4:9]: [-78 -79 -79 -80 -81]
Recon[4:9]:    [-78 -79 -79 -80 -81]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 380 (GASS Hamilton Beats (5min)):
Original[4:9]: [-67 -64 -64 -65 -66]
Recon[4:9]:    [-67 -64 -64 -65 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 381 (GASS Hamilton Beats (5min)):
Original[4:9]: [-55 -57 -57 -61 -61]
Recon[4:9]:    [-55 -57 -57 -61 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 382 (GASS Hamilton Beats (5min)):
Original[4:9]: [-62 -60 -61 -60 -59]
Recon[4:9]:    [-62 -60 -61 -60 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 383 (GASS Hamilton Beats (5min)):
Original[4:9]: [-65 -68 -69 -68 -64]
Recon[4:9]:    [-65 -68 -69 -68 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 384 (GASS Hamilton Beats (5min)):
Original[4:9]: [-61 -62 -64 -66 -64]
Recon[4:9]:    [-61 -62 -64 -66 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 385 (GASS Hamilton Beats (5min)):
Original[4:9]: [-58 -57 -57 -59 -61]
Recon[4:9]:    [-58 -57 -57 -59 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 386 (GASS Hamilton Beats (5min)):
Original[4:9]: [-67 -70 -68 -69 -70]
Recon[4:9]:    [-67 -70 -68 -69 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 387 (GASS Hamilton Beats (5min)):
Original[4:9]: [-57 -59 -60 -63 -59]
Recon[4:9]:    [-57 -59 -60 -63 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 388 (GASS Hamilton Beats (5min)):
Original[4:9]: [-65 -66 -67 -69 -69]
Recon[4:9]:    [-65 -66 -67 -69 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 389 (GASS Hamilton Beats (5min)):
Original[4:9]: [-71 -71 -72 -71 -70]
Recon[4:9]:    [-71 -71 -72 -71 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 390 (GASS Hamilton Beats (5min)):
Original[4:9]: [-64 -66 -67 -65 -62]
Recon[4:9]:    [-64 -66 -67 -65 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 391 (GASS Hamilton Beats (5min)):
Original[4:9]: [-64 -62 -60 -62 -63]
Recon[4:9]:    [-64 -62 -60 -62 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 392 (GASS Hamilton Beats (5min)):
Original[4:9]: [-61 -60 -61 -57 -61]
Recon[4:9]:    [-61 -60 -61 -57 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 393 (GASS Hamilton Beats (5min)):
Original[4:9]: [-64 -56 -58 -59 -60]
Recon[4:9]:    [-64 -56 -58 -59 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 394 (GASS Hamilton Beats (5min)):
Original[4:9]: [-66 -64 -60 -54 -51]
Recon[4:9]:    [-66 -64 -60 -54 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 395 (GASS Hamilton Beats (5min)):
Original[4:9]: [-51 -51 -50 -53 -53]
Recon[4:9]:    [-51 -51 -50 -53 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 396 (GASS Hamilton Beats (5min)):
Original[4:9]: [-60 -62 -64 -60 -56]
Recon[4:9]:    [-60 -62 -64 -60 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 397 (GASS Hamilton Beats (5min)):
Original[4:9]: [-27 -25 -29 -35 -38]
Recon[4:9]:    [-27 -25 -29 -35 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 398 (GASS Hamilton Beats (5min)):
Original[4:9]: [-31 -29 -29 -28 -29]
Recon[4:9]:    [-31 -29 -29 -28 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 399 (GASS Hamilton Beats (5min)):
Original[4:9]: [-44 -46 -49 -51 -49]
Recon[4:9]:    [-44 -46 -49 -51 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 400 (GASS Hamilton Beats (5min)):
Original[4:9]: [-47 -50 -53 -55 -57]
Recon[4:9]:    [-47 -50 -53 -55 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 401 (GASS Hamilton Beats (5min)):
Original[4:9]: [-75 -75 -74 -74 -76]
Recon[4:9]:    [-75 -75 -74 -74 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 402 (GASS Hamilton Beats (5min)):
Original[4:9]: [-57 -59 -60 -58 -60]
Recon[4:9]:    [-57 -59 -60 -58 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 403 (GASS Hamilton Beats (5min)):
Original[4:9]: [-37 -35 -37 -36 -38]
Recon[4:9]:    [-37 -35 -37 -36 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 404 (GASS Hamilton Beats (5min)):
Original[4:9]: [-35 -32 -32 -32 -34]
Recon[4:9]:    [-35 -32 -32 -32 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 405 (GASS Hamilton Beats (5min)):
Original[4:9]: [-40 -40 -43 -40 -39]
Recon[4:9]:    [-40 -40 -43 -40 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 406 (GASS Hamilton Beats (5min)):
Original[4:9]: [-48 -45 -45 -45 -48]
Recon[4:9]:    [-48 -45 -45 -45 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 407 (GASS Hamilton Beats (5min)):
Original[4:9]: [-59 -64 -64 -66 -62]
Recon[4:9]:    [-59 -64 -64 -66 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 408 (GASS Hamilton Beats (5min)):
Original[4:9]: [-70 -65 -64 -60 -61]
Recon[4:9]:    [-70 -65 -64 -60 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 409 (GASS Hamilton Beats (5min)):
Original[4:9]: [-63 -65 -67 -69 -67]
Recon[4:9]:    [-63 -65 -67 -69 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 410 (GASS Hamilton Beats (5min)):
Original[4:9]: [-55 -55 -56 -54 -51]
Recon[4:9]:    [-55 -55 -56 -54 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 411 (GASS Hamilton Beats (5min)):
Original[4:9]: [-57 -58 -60 -65 -70]
Recon[4:9]:    [-57 -58 -60 -65 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 412 (GASS Hamilton Beats (5min)):
Original[4:9]: [-47 -46 -48 -51 -55]
Recon[4:9]:    [-47 -46 -48 -51 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 413 (GASS Hamilton Beats (5min)):
Original[4:9]: [-53 -52 -54 -54 -55]
Recon[4:9]:    [-53 -52 -54 -54 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 414 (GASS Hamilton Beats (5min)):
Original[4:9]: [-45 -48 -46 -43 -44]
Recon[4:9]:    [-45 -48 -46 -43 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 415 (GASS Hamilton Beats (5min)):
Original[4:9]: [-59 -62 -62 -62 -60]
Recon[4:9]:    [-59 -62 -62 -62 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- GASS Hamilton Beats (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added GASS results for Hamilton Beats: CR Rice=1.957, CR Huff=2.091, mean L2=15.74792

=== Record 106 ===

Loading FULL record 106 (ADC units)...
Loaded 650000 ADC samples at 360 Hz
Best params for LMS Block 512 (10s): {'order': 4, 'mu': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (LMS Block 512 (5min)):
Original[4:9]: [-62 -62 -62 -62 -58]
Recon[4:9]:    [-62 -62 -62 -62 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (LMS Block 512 (5min)):
Original[4:9]: [-49 -44 -42 -47 -52]
Recon[4:9]:    [-49 -44 -42 -47 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (LMS Block 512 (5min)):
Original[4:9]: [-58 -58 -59 -63 -65]
Recon[4:9]:    [-58 -58 -59 -63 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (LMS Block 512 (5min)):
Original[4:9]: [ 79  83  90  99 106]
Recon[4:9]:    [ 79  83  90  99 106]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (LMS Block 512 (5min)):
Original[4:9]: [-62 -61 -63 -68 -71]
Recon[4:9]:    [-62 -61 -63 -68 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (LMS Block 512 (5min)):
Original[4:9]: [ -4  48 121 218 309]
Recon[4:9]:    [ -4  48 121 218 309]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (LMS Block 512 (5min)):
Original[4:9]: [-100  -96  -93  -91  -95]
Recon[4:9]:    [-100  -96  -93  -91  -95]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (LMS Block 512 (5min)):
Original[4:9]: [-109 -110 -113 -118 -118]
Recon[4:9]:    [-109 -110 -113 -118 -118]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (LMS Block 512 (5min)):
Original[4:9]: [-83 -84 -88 -91 -86]
Recon[4:9]:    [-83 -84 -88 -91 -86]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (LMS Block 512 (5min)):
Original[4:9]: [411 413 394 350 255]
Recon[4:9]:    [411 413 394 350 255]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (LMS Block 512 (5min)):
Original[4:9]: [-74 -69 -70 -78 -78]
Recon[4:9]:    [-74 -69 -70 -78 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (LMS Block 512 (5min)):
Original[4:9]: [-17 -10  -7  -3   3]
Recon[4:9]:    [-17 -10  -7  -3   3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (LMS Block 512 (5min)):
Original[4:9]: [-59 -70 -74 -72 -69]
Recon[4:9]:    [-59 -70 -74 -72 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (LMS Block 512 (5min)):
Original[4:9]: [-41 -38 -34 -35 -39]
Recon[4:9]:    [-41 -38 -34 -35 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (LMS Block 512 (5min)):
Original[4:9]: [-42 -43 -43 -46 -44]
Recon[4:9]:    [-42 -43 -43 -46 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (LMS Block 512 (5min)):
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DEBUG Segment 16 (LMS Block 512 (5min)):
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DEBUG Segment 17 (LMS Block 512 (5min)):
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DEBUG Segment 18 (LMS Block 512 (5min)):
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DEBUG Segment 19 (LMS Block 512 (5min)):
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DEBUG Segment 20 (LMS Block 512 (5min)):
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DEBUG Segment 21 (LMS Block 512 (5min)):
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DEBUG Segment 22 (LMS Block 512 (5min)):
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DEBUG Segment 23 (LMS Block 512 (5min)):
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DEBUG Segment 24 (LMS Block 512 (5min)):
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DEBUG Segment 25 (LMS Block 512 (5min)):
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DEBUG Segment 26 (LMS Block 512 (5min)):
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DEBUG Segment 27 (LMS Block 512 (5min)):
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DEBUG Segment 28 (LMS Block 512 (5min)):
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DEBUG Segment 29 (LMS Block 512 (5min)):
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DEBUG Segment 30 (LMS Block 512 (5min)):
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DEBUG Segment 31 (LMS Block 512 (5min)):
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DEBUG Segment 32 (LMS Block 512 (5min)):
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DEBUG Segment 33 (LMS Block 512 (5min)):
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DEBUG Segment 34 (LMS Block 512 (5min)):
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DEBUG Segment 35 (LMS Block 512 (5min)):
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DEBUG Segment 36 (LMS Block 512 (5min)):
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DEBUG Segment 37 (LMS Block 512 (5min)):
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DEBUG Segment 38 (LMS Block 512 (5min)):
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DEBUG Segment 39 (LMS Block 512 (5min)):
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DEBUG Segment 40 (LMS Block 512 (5min)):
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DEBUG Segment 41 (LMS Block 512 (5min)):
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DEBUG Segment 42 (LMS Block 512 (5min)):
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DEBUG Segment 43 (LMS Block 512 (5min)):
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DEBUG Segment 44 (LMS Block 512 (5min)):
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DEBUG Segment 45 (LMS Block 512 (5min)):
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DEBUG Segment 46 (LMS Block 512 (5min)):
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DEBUG Segment 47 (LMS Block 512 (5min)):
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DEBUG Segment 48 (LMS Block 512 (5min)):
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DEBUG Segment 49 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 50 (LMS Block 512 (5min)):
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DEBUG Segment 51 (LMS Block 512 (5min)):
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DEBUG Segment 52 (LMS Block 512 (5min)):
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DEBUG Segment 53 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 54 (LMS Block 512 (5min)):
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DEBUG Segment 55 (LMS Block 512 (5min)):
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DEBUG Segment 56 (LMS Block 512 (5min)):
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DEBUG Segment 57 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 58 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 59 (LMS Block 512 (5min)):
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DEBUG Segment 60 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 61 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 62 (LMS Block 512 (5min)):
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DEBUG Segment 63 (LMS Block 512 (5min)):
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DEBUG Segment 64 (LMS Block 512 (5min)):
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DEBUG Segment 65 (LMS Block 512 (5min)):
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DEBUG Segment 66 (LMS Block 512 (5min)):
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DEBUG Segment 67 (LMS Block 512 (5min)):
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DEBUG Segment 68 (LMS Block 512 (5min)):
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DEBUG Segment 69 (LMS Block 512 (5min)):
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DEBUG Segment 70 (LMS Block 512 (5min)):
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DEBUG Segment 71 (LMS Block 512 (5min)):
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DEBUG Segment 72 (LMS Block 512 (5min)):
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DEBUG Segment 73 (LMS Block 512 (5min)):
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DEBUG Segment 74 (LMS Block 512 (5min)):
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DEBUG Segment 75 (LMS Block 512 (5min)):
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DEBUG Segment 76 (LMS Block 512 (5min)):
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DEBUG Segment 77 (LMS Block 512 (5min)):
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DEBUG Segment 78 (LMS Block 512 (5min)):
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DEBUG Segment 79 (LMS Block 512 (5min)):
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DEBUG Segment 80 (LMS Block 512 (5min)):
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DEBUG Segment 81 (LMS Block 512 (5min)):
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DEBUG Segment 82 (LMS Block 512 (5min)):
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DEBUG Segment 83 (LMS Block 512 (5min)):
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DEBUG Segment 84 (LMS Block 512 (5min)):
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DEBUG Segment 85 (LMS Block 512 (5min)):
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DEBUG Segment 86 (LMS Block 512 (5min)):
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DEBUG Segment 87 (LMS Block 512 (5min)):
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DEBUG Segment 88 (LMS Block 512 (5min)):
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DEBUG Segment 89 (LMS Block 512 (5min)):
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DEBUG Segment 90 (LMS Block 512 (5min)):
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DEBUG Segment 91 (LMS Block 512 (5min)):
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DEBUG Segment 92 (LMS Block 512 (5min)):
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DEBUG Segment 93 (LMS Block 512 (5min)):
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DEBUG Segment 94 (LMS Block 512 (5min)):
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DEBUG Segment 95 (LMS Block 512 (5min)):
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DEBUG Segment 96 (LMS Block 512 (5min)):
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DEBUG Segment 97 (LMS Block 512 (5min)):
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DEBUG Segment 98 (LMS Block 512 (5min)):
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DEBUG Segment 99 (LMS Block 512 (5min)):
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DEBUG Segment 100 (LMS Block 512 (5min)):
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DEBUG Segment 101 (LMS Block 512 (5min)):
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DEBUG Segment 102 (LMS Block 512 (5min)):
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DEBUG Segment 103 (LMS Block 512 (5min)):
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DEBUG Segment 104 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 105 (LMS Block 512 (5min)):
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DEBUG Segment 106 (LMS Block 512 (5min)):
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DEBUG Segment 107 (LMS Block 512 (5min)):
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DEBUG Segment 108 (LMS Block 512 (5min)):
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DEBUG Segment 109 (LMS Block 512 (5min)):
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DEBUG Segment 110 (LMS Block 512 (5min)):
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DEBUG Segment 111 (LMS Block 512 (5min)):
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DEBUG Segment 112 (LMS Block 512 (5min)):
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DEBUG Segment 113 (LMS Block 512 (5min)):
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DEBUG Segment 114 (LMS Block 512 (5min)):
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DEBUG Segment 115 (LMS Block 512 (5min)):
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DEBUG Segment 116 (LMS Block 512 (5min)):
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DEBUG Segment 117 (LMS Block 512 (5min)):
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DEBUG Segment 118 (LMS Block 512 (5min)):
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DEBUG Segment 119 (LMS Block 512 (5min)):
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DEBUG Segment 120 (LMS Block 512 (5min)):
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DEBUG Segment 121 (LMS Block 512 (5min)):
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DEBUG Segment 122 (LMS Block 512 (5min)):
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DEBUG Segment 123 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 124 (LMS Block 512 (5min)):
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DEBUG Segment 125 (LMS Block 512 (5min)):
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DEBUG Segment 126 (LMS Block 512 (5min)):
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DEBUG Segment 127 (LMS Block 512 (5min)):
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DEBUG Segment 128 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 129 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 130 (LMS Block 512 (5min)):
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DEBUG Segment 131 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 132 (LMS Block 512 (5min)):
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DEBUG Segment 133 (LMS Block 512 (5min)):
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DEBUG Segment 134 (LMS Block 512 (5min)):
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DEBUG Segment 135 (LMS Block 512 (5min)):
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DEBUG Segment 136 (LMS Block 512 (5min)):
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DEBUG Segment 137 (LMS Block 512 (5min)):
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DEBUG Segment 138 (LMS Block 512 (5min)):
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DEBUG Segment 139 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 140 (LMS Block 512 (5min)):
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DEBUG Segment 141 (LMS Block 512 (5min)):
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DEBUG Segment 142 (LMS Block 512 (5min)):
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DEBUG Segment 143 (LMS Block 512 (5min)):
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DEBUG Segment 144 (LMS Block 512 (5min)):
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DEBUG Segment 145 (LMS Block 512 (5min)):
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DEBUG Segment 146 (LMS Block 512 (5min)):
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DEBUG Segment 147 (LMS Block 512 (5min)):
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DEBUG Segment 148 (LMS Block 512 (5min)):
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DEBUG Segment 149 (LMS Block 512 (5min)):
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DEBUG Segment 150 (LMS Block 512 (5min)):
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DEBUG Segment 151 (LMS Block 512 (5min)):
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DEBUG Segment 152 (LMS Block 512 (5min)):
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DEBUG Segment 153 (LMS Block 512 (5min)):
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DEBUG Segment 154 (LMS Block 512 (5min)):
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DEBUG Segment 155 (LMS Block 512 (5min)):
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DEBUG Segment 156 (LMS Block 512 (5min)):
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DEBUG Segment 157 (LMS Block 512 (5min)):
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DEBUG Segment 158 (LMS Block 512 (5min)):
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DEBUG Segment 159 (LMS Block 512 (5min)):
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DEBUG Segment 160 (LMS Block 512 (5min)):
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DEBUG Segment 161 (LMS Block 512 (5min)):
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DEBUG Segment 162 (LMS Block 512 (5min)):
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DEBUG Segment 163 (LMS Block 512 (5min)):
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DEBUG Segment 164 (LMS Block 512 (5min)):
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DEBUG Segment 165 (LMS Block 512 (5min)):
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DEBUG Segment 166 (LMS Block 512 (5min)):
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DEBUG Segment 167 (LMS Block 512 (5min)):
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DEBUG Segment 168 (LMS Block 512 (5min)):
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DEBUG Segment 169 (LMS Block 512 (5min)):
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DEBUG Segment 170 (LMS Block 512 (5min)):
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DEBUG Segment 171 (LMS Block 512 (5min)):
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DEBUG Segment 172 (LMS Block 512 (5min)):
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DEBUG Segment 173 (LMS Block 512 (5min)):
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DEBUG Segment 174 (LMS Block 512 (5min)):
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DEBUG Segment 175 (LMS Block 512 (5min)):
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DEBUG Segment 176 (LMS Block 512 (5min)):
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DEBUG Segment 177 (LMS Block 512 (5min)):
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DEBUG Segment 178 (LMS Block 512 (5min)):
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DEBUG Segment 179 (LMS Block 512 (5min)):
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DEBUG Segment 180 (LMS Block 512 (5min)):
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DEBUG Segment 181 (LMS Block 512 (5min)):
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DEBUG Segment 182 (LMS Block 512 (5min)):
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DEBUG Segment 183 (LMS Block 512 (5min)):
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DEBUG Segment 184 (LMS Block 512 (5min)):
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DEBUG Segment 185 (LMS Block 512 (5min)):
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DEBUG Segment 186 (LMS Block 512 (5min)):
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DEBUG Segment 187 (LMS Block 512 (5min)):
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DEBUG Segment 188 (LMS Block 512 (5min)):
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DEBUG Segment 189 (LMS Block 512 (5min)):
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Recon[4:9]:    [72 66 64 65 64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 190 (LMS Block 512 (5min)):
Original[4:9]: [-46 -42 -34 -31 -25]
Recon[4:9]:    [-46 -42 -34 -31 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 191 (LMS Block 512 (5min)):
Original[4:9]: [-69 -67 -68 -72 -73]
Recon[4:9]:    [-69 -67 -68 -72 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 192 (LMS Block 512 (5min)):
Original[4:9]: [21 21 21 29 35]
Recon[4:9]:    [21 21 21 29 35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 193 (LMS Block 512 (5min)):
Original[4:9]: [225 215 198 166 110]
Recon[4:9]:    [225 215 198 166 110]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 194 (LMS Block 512 (5min)):
Original[4:9]: [-64 -62 -65 -65 -64]
Recon[4:9]:    [-64 -62 -65 -65 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 195 (LMS Block 512 (5min)):
Original[4:9]: [-66 -71 -71 -72 -67]
Recon[4:9]:    [-66 -71 -71 -72 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 196 (LMS Block 512 (5min)):
Original[4:9]: [-58 -58 -57 -53 -53]
Recon[4:9]:    [-58 -58 -57 -53 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 197 (LMS Block 512 (5min)):
Original[4:9]: [-12  -6  -3   1   3]
Recon[4:9]:    [-12  -6  -3   1   3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 198 (LMS Block 512 (5min)):
Original[4:9]: [-37 -40 -42 -42 -40]
Recon[4:9]:    [-37 -40 -42 -42 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 199 (LMS Block 512 (5min)):
Original[4:9]: [-24 -29 -30 -31 -38]
Recon[4:9]:    [-24 -29 -30 -31 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 200 (LMS Block 512 (5min)):
Original[4:9]: [-21 -19 -20 -20 -24]
Recon[4:9]:    [-21 -19 -20 -20 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 201 (LMS Block 512 (5min)):
Original[4:9]: [ 20  -3  -3  -5 -10]
Recon[4:9]:    [ 20  -3  -3  -5 -10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 202 (LMS Block 512 (5min)):
Original[4:9]: [ 4  2  0 -1 -3]
Recon[4:9]:    [ 4  2  0 -1 -3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 203 (LMS Block 512 (5min)):
Original[4:9]: [-58 -55 -55 -56 -58]
Recon[4:9]:    [-58 -55 -55 -56 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 204 (LMS Block 512 (5min)):
Original[4:9]: [-64 -63 -65 -66 -62]
Recon[4:9]:    [-64 -63 -65 -66 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 205 (LMS Block 512 (5min)):
Original[4:9]: [-49 -48 -49 -47 -46]
Recon[4:9]:    [-49 -48 -49 -47 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 206 (LMS Block 512 (5min)):
Original[4:9]: [-40 -36 -37 -37 -40]
Recon[4:9]:    [-40 -36 -37 -37 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 207 (LMS Block 512 (5min)):
Original[4:9]: [17 21 22 25 31]
Recon[4:9]:    [17 21 22 25 31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 208 (LMS Block 512 (5min)):
Original[4:9]: [-51 -55 -54 -46 -46]
Recon[4:9]:    [-51 -55 -54 -46 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 209 (LMS Block 512 (5min)):
Original[4:9]: [-69 -66 -67 -67 -73]
Recon[4:9]:    [-69 -66 -67 -67 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 210 (LMS Block 512 (5min)):
Original[4:9]: [-49 -51 -55 -57 -55]
Recon[4:9]:    [-49 -51 -55 -57 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- LMS Block 512 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added LMS results for Block 512: CR Rice=1.700, CR Huff=1.770, mean L2=27.48765
Best params for NLMS Block 512 (10s): {'order': 4, 'mu': 0.01} (avg l2-norm=0.00000)

DEBUG Segment 0 (NLMS Block 512 (5min)):
Original[4:9]: [-62 -62 -62 -62 -58]
Recon[4:9]:    [-62 -62 -62 -62 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (NLMS Block 512 (5min)):
Original[4:9]: [-49 -44 -42 -47 -52]
Recon[4:9]:    [-49 -44 -42 -47 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (NLMS Block 512 (5min)):
Original[4:9]: [-58 -58 -59 -63 -65]
Recon[4:9]:    [-58 -58 -59 -63 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (NLMS Block 512 (5min)):
Original[4:9]: [ 79  83  90  99 106]
Recon[4:9]:    [ 79  83  90  99 106]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (NLMS Block 512 (5min)):
Original[4:9]: [-62 -61 -63 -68 -71]
Recon[4:9]:    [-62 -61 -63 -68 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (NLMS Block 512 (5min)):
Original[4:9]: [ -4  48 121 218 309]
Recon[4:9]:    [ -4  48 121 218 309]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (NLMS Block 512 (5min)):
Original[4:9]: [-100  -96  -93  -91  -95]
Recon[4:9]:    [-100  -96  -93  -91  -95]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (NLMS Block 512 (5min)):
Original[4:9]: [-109 -110 -113 -118 -118]
Recon[4:9]:    [-109 -110 -113 -118 -118]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (NLMS Block 512 (5min)):
Original[4:9]: [-83 -84 -88 -91 -86]
Recon[4:9]:    [-83 -84 -88 -91 -86]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (NLMS Block 512 (5min)):
Original[4:9]: [411 413 394 350 255]
Recon[4:9]:    [411 413 394 350 255]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (NLMS Block 512 (5min)):
Original[4:9]: [-74 -69 -70 -78 -78]
Recon[4:9]:    [-74 -69 -70 -78 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (NLMS Block 512 (5min)):
Original[4:9]: [-17 -10  -7  -3   3]
Recon[4:9]:    [-17 -10  -7  -3   3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (NLMS Block 512 (5min)):
Original[4:9]: [-59 -70 -74 -72 -69]
Recon[4:9]:    [-59 -70 -74 -72 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (NLMS Block 512 (5min)):
Original[4:9]: [-41 -38 -34 -35 -39]
Recon[4:9]:    [-41 -38 -34 -35 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (NLMS Block 512 (5min)):
Original[4:9]: [-42 -43 -43 -46 -44]
Recon[4:9]:    [-42 -43 -43 -46 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (NLMS Block 512 (5min)):
Original[4:9]: [-21 -18 -15  -9  -5]
Recon[4:9]:    [-21 -18 -15  -9  -5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (NLMS Block 512 (5min)):
Original[4:9]: [-77 -73 -68 -68 -72]
Recon[4:9]:    [-77 -73 -68 -68 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (NLMS Block 512 (5min)):
Original[4:9]: [-45 -43 -43 -42 -39]
Recon[4:9]:    [-45 -43 -43 -42 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (NLMS Block 512 (5min)):
Original[4:9]: [-69 -65 -63 -56 -54]
Recon[4:9]:    [-69 -65 -63 -56 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (NLMS Block 512 (5min)):
Original[4:9]: [ -3  -3  -6 -13 -27]
Recon[4:9]:    [ -3  -3  -6 -13 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (NLMS Block 512 (5min)):
Original[4:9]: [-89 -87 -90 -90 -90]
Recon[4:9]:    [-89 -87 -90 -90 -90]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (NLMS Block 512 (5min)):
Original[4:9]: [-58 -59 -61 -62 -58]
Recon[4:9]:    [-58 -59 -61 -62 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (NLMS Block 512 (5min)):
Original[4:9]: [-85 -86 -85 -82 -87]
Recon[4:9]:    [-85 -86 -85 -82 -87]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (NLMS Block 512 (5min)):
Original[4:9]: [-40 -40 -41 -42 -47]
Recon[4:9]:    [-40 -40 -41 -42 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (NLMS Block 512 (5min)):
Original[4:9]: [ 76   0 -47 -55 -46]
Recon[4:9]:    [ 76   0 -47 -55 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (NLMS Block 512 (5min)):
Original[4:9]: [-76 -77 -73 -71 -70]
Recon[4:9]:    [-76 -77 -73 -71 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (NLMS Block 512 (5min)):
Original[4:9]: [164 207 234 243 235]
Recon[4:9]:    [164 207 234 243 235]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (NLMS Block 512 (5min)):
Original[4:9]: [-52 -53 -55 -56 -55]
Recon[4:9]:    [-52 -53 -55 -56 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (NLMS Block 512 (5min)):
Original[4:9]: [-13 -15 -14 -12 -16]
Recon[4:9]:    [-13 -15 -14 -12 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (NLMS Block 512 (5min)):
Original[4:9]: [-26 -21 -20 -18 -22]
Recon[4:9]:    [-26 -21 -20 -18 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (NLMS Block 512 (5min)):
Original[4:9]: [-29 -31 -33 -36 -37]
Recon[4:9]:    [-29 -31 -33 -36 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (NLMS Block 512 (5min)):
Original[4:9]: [-31 -34 -33 -29 -31]
Recon[4:9]:    [-31 -34 -33 -29 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (NLMS Block 512 (5min)):
Original[4:9]: [-54 -52 -51 -52 -52]
Recon[4:9]:    [-54 -52 -51 -52 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (NLMS Block 512 (5min)):
Original[4:9]: [-71 -73 -77 -79 -78]
Recon[4:9]:    [-71 -73 -77 -79 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (NLMS Block 512 (5min)):
Original[4:9]: [-63 -63 -64 -64 -58]
Recon[4:9]:    [-63 -63 -64 -64 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (NLMS Block 512 (5min)):
Original[4:9]: [-53 -53 -48 -53 -51]
Recon[4:9]:    [-53 -53 -48 -53 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (NLMS Block 512 (5min)):
Original[4:9]: [-11 -14 -19 -24 -24]
Recon[4:9]:    [-11 -14 -19 -24 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (NLMS Block 512 (5min)):
Original[4:9]: [-14 -14 -15 -12  -8]
Recon[4:9]:    [-14 -14 -15 -12  -8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (NLMS Block 512 (5min)):
Original[4:9]: [-17 -13 -15 -13 -15]
Recon[4:9]:    [-17 -13 -15 -13 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (NLMS Block 512 (5min)):
Original[4:9]: [12 12 11  6  7]
Recon[4:9]:    [12 12 11  6  7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (NLMS Block 512 (5min)):
Original[4:9]: [-13 -14 -12  -5  -4]
Recon[4:9]:    [-13 -14 -12  -5  -4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (NLMS Block 512 (5min)):
Original[4:9]: [-12 -14  -5  -9 -17]
Recon[4:9]:    [-12 -14  -5  -9 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (NLMS Block 512 (5min)):
Original[4:9]: [-40 -41 -41 -44 -46]
Recon[4:9]:    [-40 -41 -41 -44 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (NLMS Block 512 (5min)):
Original[4:9]: [-27 -34 -35 -37 -38]
Recon[4:9]:    [-27 -34 -35 -37 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (NLMS Block 512 (5min)):
Original[4:9]: [-56 -55 -52 -51 -56]
Recon[4:9]:    [-56 -55 -52 -51 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (NLMS Block 512 (5min)):
Original[4:9]: [-66 -65 -67 -69 -69]
Recon[4:9]:    [-66 -65 -67 -69 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (NLMS Block 512 (5min)):
Original[4:9]: [-58 -60 -60 -60 -58]
Recon[4:9]:    [-58 -60 -60 -60 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (NLMS Block 512 (5min)):
Original[4:9]: [-92 -89 -90 -90 -91]
Recon[4:9]:    [-92 -89 -90 -90 -91]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (NLMS Block 512 (5min)):
Original[4:9]: [-61 -61 -61 -64 -68]
Recon[4:9]:    [-61 -61 -61 -64 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (NLMS Block 512 (5min)):
Original[4:9]: [ 1  2  5 12 16]
Recon[4:9]:    [ 1  2  5 12 16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (NLMS Block 512 (5min)):
Original[4:9]: [-68 -64 -62 -65 -63]
Recon[4:9]:    [-68 -64 -62 -65 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (NLMS Block 512 (5min)):
Original[4:9]: [-74 -74 -74 -76 -76]
Recon[4:9]:    [-74 -74 -74 -76 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (NLMS Block 512 (5min)):
Original[4:9]: [-44 -46 -49 -47 -41]
Recon[4:9]:    [-44 -46 -49 -47 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 53 (NLMS Block 512 (5min)):
Original[4:9]: [288 238 157  52 -44]
Recon[4:9]:    [288 238 157  52 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 54 (NLMS Block 512 (5min)):
Original[4:9]: [-21 -18 -20 -24 -26]
Recon[4:9]:    [-21 -18 -20 -24 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 55 (NLMS Block 512 (5min)):
Original[4:9]: [ 297  203   76  -42 -102]
Recon[4:9]:    [ 297  203   76  -42 -102]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 56 (NLMS Block 512 (5min)):
Original[4:9]: [-43 -43 -43 -42 -41]
Recon[4:9]:    [-43 -43 -43 -42 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 57 (NLMS Block 512 (5min)):
Original[4:9]: [ 6 12 10 14 20]
Recon[4:9]:    [ 6 12 10 14 20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 58 (NLMS Block 512 (5min)):
Original[4:9]: [ -86 -102 -113 -112  -84]
Recon[4:9]:    [ -86 -102 -113 -112  -84]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 59 (NLMS Block 512 (5min)):
Original[4:9]: [-80 -74 -65 -56 -54]
Recon[4:9]:    [-80 -74 -65 -56 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 60 (NLMS Block 512 (5min)):
Original[4:9]: [40 43 47 49 49]
Recon[4:9]:    [40 43 47 49 49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 61 (NLMS Block 512 (5min)):
Original[4:9]: [-64 -64 -58 -58 -57]
Recon[4:9]:    [-64 -64 -58 -58 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 62 (NLMS Block 512 (5min)):
Original[4:9]: [-73 -44 -47 -69 -97]
Recon[4:9]:    [-73 -44 -47 -69 -97]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 63 (NLMS Block 512 (5min)):
Original[4:9]: [-89 -84 -81 -82 -84]
Recon[4:9]:    [-89 -84 -81 -82 -84]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 64 (NLMS Block 512 (5min)):
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DEBUG Segment 65 (NLMS Block 512 (5min)):
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DEBUG Segment 66 (NLMS Block 512 (5min)):
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DEBUG Segment 67 (NLMS Block 512 (5min)):
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DEBUG Segment 68 (NLMS Block 512 (5min)):
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DEBUG Segment 69 (NLMS Block 512 (5min)):
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DEBUG Segment 70 (NLMS Block 512 (5min)):
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DEBUG Segment 71 (NLMS Block 512 (5min)):
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DEBUG Segment 72 (NLMS Block 512 (5min)):
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DEBUG Segment 73 (NLMS Block 512 (5min)):
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DEBUG Segment 74 (NLMS Block 512 (5min)):
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DEBUG Segment 75 (NLMS Block 512 (5min)):
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DEBUG Segment 76 (NLMS Block 512 (5min)):
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DEBUG Segment 77 (NLMS Block 512 (5min)):
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DEBUG Segment 78 (NLMS Block 512 (5min)):
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DEBUG Segment 79 (NLMS Block 512 (5min)):
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DEBUG Segment 80 (NLMS Block 512 (5min)):
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DEBUG Segment 81 (NLMS Block 512 (5min)):
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DEBUG Segment 82 (NLMS Block 512 (5min)):
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DEBUG Segment 83 (NLMS Block 512 (5min)):
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DEBUG Segment 84 (NLMS Block 512 (5min)):
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DEBUG Segment 85 (NLMS Block 512 (5min)):
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DEBUG Segment 86 (NLMS Block 512 (5min)):
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DEBUG Segment 87 (NLMS Block 512 (5min)):
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DEBUG Segment 88 (NLMS Block 512 (5min)):
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DEBUG Segment 89 (NLMS Block 512 (5min)):
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DEBUG Segment 90 (NLMS Block 512 (5min)):
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DEBUG Segment 91 (NLMS Block 512 (5min)):
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DEBUG Segment 92 (NLMS Block 512 (5min)):
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DEBUG Segment 93 (NLMS Block 512 (5min)):
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DEBUG Segment 94 (NLMS Block 512 (5min)):
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DEBUG Segment 95 (NLMS Block 512 (5min)):
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DEBUG Segment 96 (NLMS Block 512 (5min)):
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DEBUG Segment 97 (NLMS Block 512 (5min)):
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DEBUG Segment 98 (NLMS Block 512 (5min)):
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DEBUG Segment 99 (NLMS Block 512 (5min)):
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DEBUG Segment 100 (NLMS Block 512 (5min)):
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DEBUG Segment 101 (NLMS Block 512 (5min)):
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DEBUG Segment 102 (NLMS Block 512 (5min)):
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DEBUG Segment 103 (NLMS Block 512 (5min)):
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DEBUG Segment 104 (NLMS Block 512 (5min)):
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DEBUG Segment 105 (NLMS Block 512 (5min)):
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DEBUG Segment 106 (NLMS Block 512 (5min)):
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DEBUG Segment 107 (NLMS Block 512 (5min)):
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DEBUG Segment 108 (NLMS Block 512 (5min)):
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DEBUG Segment 109 (NLMS Block 512 (5min)):
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DEBUG Segment 110 (NLMS Block 512 (5min)):
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DEBUG Segment 111 (NLMS Block 512 (5min)):
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DEBUG Segment 112 (NLMS Block 512 (5min)):
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DEBUG Segment 113 (NLMS Block 512 (5min)):
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DEBUG Segment 114 (NLMS Block 512 (5min)):
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DEBUG Segment 115 (NLMS Block 512 (5min)):
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DEBUG Segment 116 (NLMS Block 512 (5min)):
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DEBUG Segment 117 (NLMS Block 512 (5min)):
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DEBUG Segment 118 (NLMS Block 512 (5min)):
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DEBUG Segment 119 (NLMS Block 512 (5min)):
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DEBUG Segment 120 (NLMS Block 512 (5min)):
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DEBUG Segment 121 (NLMS Block 512 (5min)):
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DEBUG Segment 122 (NLMS Block 512 (5min)):
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DEBUG Segment 123 (NLMS Block 512 (5min)):
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DEBUG Segment 124 (NLMS Block 512 (5min)):
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DEBUG Segment 125 (NLMS Block 512 (5min)):
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DEBUG Segment 126 (NLMS Block 512 (5min)):
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DEBUG Segment 127 (NLMS Block 512 (5min)):
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DEBUG Segment 128 (NLMS Block 512 (5min)):
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DEBUG Segment 129 (NLMS Block 512 (5min)):
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DEBUG Segment 130 (NLMS Block 512 (5min)):
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DEBUG Segment 131 (NLMS Block 512 (5min)):
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DEBUG Segment 132 (NLMS Block 512 (5min)):
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DEBUG Segment 133 (NLMS Block 512 (5min)):
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DEBUG Segment 134 (NLMS Block 512 (5min)):
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DEBUG Segment 135 (NLMS Block 512 (5min)):
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DEBUG Segment 136 (NLMS Block 512 (5min)):
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DEBUG Segment 137 (NLMS Block 512 (5min)):
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DEBUG Segment 138 (NLMS Block 512 (5min)):
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DEBUG Segment 139 (NLMS Block 512 (5min)):
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DEBUG Segment 140 (NLMS Block 512 (5min)):
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DEBUG Segment 141 (NLMS Block 512 (5min)):
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DEBUG Segment 142 (NLMS Block 512 (5min)):
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DEBUG Segment 143 (NLMS Block 512 (5min)):
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DEBUG Segment 144 (NLMS Block 512 (5min)):
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DEBUG Segment 145 (NLMS Block 512 (5min)):
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DEBUG Segment 146 (NLMS Block 512 (5min)):
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DEBUG Segment 147 (NLMS Block 512 (5min)):
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DEBUG Segment 148 (NLMS Block 512 (5min)):
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DEBUG Segment 149 (NLMS Block 512 (5min)):
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DEBUG Segment 150 (NLMS Block 512 (5min)):
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DEBUG Segment 151 (NLMS Block 512 (5min)):
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DEBUG Segment 152 (NLMS Block 512 (5min)):
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DEBUG Segment 153 (NLMS Block 512 (5min)):
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DEBUG Segment 154 (NLMS Block 512 (5min)):
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DEBUG Segment 155 (NLMS Block 512 (5min)):
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DEBUG Segment 156 (NLMS Block 512 (5min)):
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DEBUG Segment 157 (NLMS Block 512 (5min)):
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DEBUG Segment 158 (NLMS Block 512 (5min)):
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DEBUG Segment 159 (NLMS Block 512 (5min)):
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DEBUG Segment 160 (NLMS Block 512 (5min)):
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DEBUG Segment 161 (NLMS Block 512 (5min)):
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DEBUG Segment 162 (NLMS Block 512 (5min)):
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DEBUG Segment 163 (NLMS Block 512 (5min)):
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DEBUG Segment 164 (NLMS Block 512 (5min)):
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DEBUG Segment 165 (NLMS Block 512 (5min)):
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DEBUG Segment 166 (NLMS Block 512 (5min)):
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DEBUG Segment 167 (NLMS Block 512 (5min)):
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DEBUG Segment 168 (NLMS Block 512 (5min)):
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DEBUG Segment 169 (NLMS Block 512 (5min)):
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DEBUG Segment 170 (NLMS Block 512 (5min)):
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DEBUG Segment 171 (NLMS Block 512 (5min)):
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DEBUG Segment 172 (NLMS Block 512 (5min)):
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DEBUG Segment 173 (NLMS Block 512 (5min)):
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DEBUG Segment 174 (NLMS Block 512 (5min)):
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DEBUG Segment 175 (NLMS Block 512 (5min)):
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DEBUG Segment 176 (NLMS Block 512 (5min)):
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DEBUG Segment 177 (NLMS Block 512 (5min)):
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DEBUG Segment 178 (NLMS Block 512 (5min)):
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DEBUG Segment 179 (NLMS Block 512 (5min)):
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DEBUG Segment 180 (NLMS Block 512 (5min)):
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DEBUG Segment 181 (NLMS Block 512 (5min)):
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DEBUG Segment 182 (NLMS Block 512 (5min)):
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DEBUG Segment 183 (NLMS Block 512 (5min)):
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DEBUG Segment 184 (NLMS Block 512 (5min)):
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DEBUG Segment 185 (NLMS Block 512 (5min)):
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DEBUG Segment 186 (NLMS Block 512 (5min)):
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DEBUG Segment 187 (NLMS Block 512 (5min)):
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DEBUG Segment 188 (NLMS Block 512 (5min)):
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DEBUG Segment 189 (NLMS Block 512 (5min)):
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DEBUG Segment 190 (NLMS Block 512 (5min)):
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DEBUG Segment 191 (NLMS Block 512 (5min)):
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DEBUG Segment 192 (NLMS Block 512 (5min)):
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DEBUG Segment 193 (NLMS Block 512 (5min)):
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DEBUG Segment 194 (NLMS Block 512 (5min)):
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DEBUG Segment 195 (NLMS Block 512 (5min)):
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DEBUG Segment 196 (NLMS Block 512 (5min)):
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DEBUG Segment 197 (NLMS Block 512 (5min)):
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DEBUG Segment 198 (NLMS Block 512 (5min)):
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DEBUG Segment 199 (NLMS Block 512 (5min)):
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DEBUG Segment 200 (NLMS Block 512 (5min)):
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DEBUG Segment 201 (NLMS Block 512 (5min)):
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DEBUG Segment 202 (NLMS Block 512 (5min)):
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DEBUG Segment 203 (NLMS Block 512 (5min)):
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DEBUG Segment 204 (NLMS Block 512 (5min)):
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DEBUG Segment 205 (NLMS Block 512 (5min)):
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DEBUG Segment 206 (NLMS Block 512 (5min)):
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DEBUG Segment 207 (NLMS Block 512 (5min)):
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DEBUG Segment 208 (NLMS Block 512 (5min)):
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DEBUG Segment 209 (NLMS Block 512 (5min)):
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DEBUG Segment 210 (NLMS Block 512 (5min)):
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---- NLMS Block 512 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added NLMS results for Block 512: CR Rice=1.640, CR Huff=1.728, mean L2=32.18434
Best params for GASS Block 512 (10s): {'order': 4, 'mu': 1e-07, 'rho': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (GASS Block 512 (5min)):
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DEBUG Segment 1 (GASS Block 512 (5min)):
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DEBUG Segment 2 (GASS Block 512 (5min)):
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DEBUG Segment 3 (GASS Block 512 (5min)):
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DEBUG Segment 4 (GASS Block 512 (5min)):
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DEBUG Segment 5 (GASS Block 512 (5min)):
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DEBUG Segment 6 (GASS Block 512 (5min)):
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DEBUG Segment 7 (GASS Block 512 (5min)):
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DEBUG Segment 8 (GASS Block 512 (5min)):
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DEBUG Segment 9 (GASS Block 512 (5min)):
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DEBUG Segment 10 (GASS Block 512 (5min)):
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DEBUG Segment 11 (GASS Block 512 (5min)):
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DEBUG Segment 12 (GASS Block 512 (5min)):
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DEBUG Segment 13 (GASS Block 512 (5min)):
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DEBUG Segment 14 (GASS Block 512 (5min)):
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DEBUG Segment 15 (GASS Block 512 (5min)):
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DEBUG Segment 16 (GASS Block 512 (5min)):
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DEBUG Segment 17 (GASS Block 512 (5min)):
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DEBUG Segment 18 (GASS Block 512 (5min)):
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DEBUG Segment 19 (GASS Block 512 (5min)):
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DEBUG Segment 20 (GASS Block 512 (5min)):
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DEBUG Segment 21 (GASS Block 512 (5min)):
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DEBUG Segment 22 (GASS Block 512 (5min)):
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DEBUG Segment 23 (GASS Block 512 (5min)):
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DEBUG Segment 24 (GASS Block 512 (5min)):
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DEBUG Segment 25 (GASS Block 512 (5min)):
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DEBUG Segment 26 (GASS Block 512 (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 201 (GASS Block 512 (5min)):
Original[4:9]: [ 20  -3  -3  -5 -10]
Recon[4:9]:    [ 20  -3  -3  -5 -10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 202 (GASS Block 512 (5min)):
Original[4:9]: [ 4  2  0 -1 -3]
Recon[4:9]:    [ 4  2  0 -1 -3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 203 (GASS Block 512 (5min)):
Original[4:9]: [-58 -55 -55 -56 -58]
Recon[4:9]:    [-58 -55 -55 -56 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 204 (GASS Block 512 (5min)):
Original[4:9]: [-64 -63 -65 -66 -62]
Recon[4:9]:    [-64 -63 -65 -66 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 205 (GASS Block 512 (5min)):
Original[4:9]: [-49 -48 -49 -47 -46]
Recon[4:9]:    [-49 -48 -49 -47 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 206 (GASS Block 512 (5min)):
Original[4:9]: [-40 -36 -37 -37 -40]
Recon[4:9]:    [-40 -36 -37 -37 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 207 (GASS Block 512 (5min)):
Original[4:9]: [17 21 22 25 31]
Recon[4:9]:    [17 21 22 25 31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 208 (GASS Block 512 (5min)):
Original[4:9]: [-51 -55 -54 -46 -46]
Recon[4:9]:    [-51 -55 -54 -46 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 209 (GASS Block 512 (5min)):
Original[4:9]: [-69 -66 -67 -67 -73]
Recon[4:9]:    [-69 -66 -67 -67 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 210 (GASS Block 512 (5min)):
Original[4:9]: [-49 -51 -55 -57 -55]
Recon[4:9]:    [-49 -51 -55 -57 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- GASS Block 512 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added GASS results for Block 512: CR Rice=2.085, CR Huff=2.208, mean L2=14.99524
Best params for LMS Block 1024 (10s): {'order': 4, 'mu': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (LMS Block 1024 (5min)):
Original[4:9]: [-62 -62 -62 -62 -58]
Recon[4:9]:    [-62 -62 -62 -62 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (LMS Block 1024 (5min)):
Original[4:9]: [-58 -58 -59 -63 -65]
Recon[4:9]:    [-58 -58 -59 -63 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (LMS Block 1024 (5min)):
Original[4:9]: [-62 -61 -63 -68 -71]
Recon[4:9]:    [-62 -61 -63 -68 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (LMS Block 1024 (5min)):
Original[4:9]: [-100  -96  -93  -91  -95]
Recon[4:9]:    [-100  -96  -93  -91  -95]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (LMS Block 1024 (5min)):
Original[4:9]: [-83 -84 -88 -91 -86]
Recon[4:9]:    [-83 -84 -88 -91 -86]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (LMS Block 1024 (5min)):
Original[4:9]: [-74 -69 -70 -78 -78]
Recon[4:9]:    [-74 -69 -70 -78 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (LMS Block 1024 (5min)):
Original[4:9]: [-59 -70 -74 -72 -69]
Recon[4:9]:    [-59 -70 -74 -72 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (LMS Block 1024 (5min)):
Original[4:9]: [-42 -43 -43 -46 -44]
Recon[4:9]:    [-42 -43 -43 -46 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (LMS Block 1024 (5min)):
Original[4:9]: [-77 -73 -68 -68 -72]
Recon[4:9]:    [-77 -73 -68 -68 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (LMS Block 1024 (5min)):
Original[4:9]: [-69 -65 -63 -56 -54]
Recon[4:9]:    [-69 -65 -63 -56 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (LMS Block 1024 (5min)):
Original[4:9]: [-89 -87 -90 -90 -90]
Recon[4:9]:    [-89 -87 -90 -90 -90]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (LMS Block 1024 (5min)):
Original[4:9]: [-85 -86 -85 -82 -87]
Recon[4:9]:    [-85 -86 -85 -82 -87]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (LMS Block 1024 (5min)):
Original[4:9]: [ 76   0 -47 -55 -46]
Recon[4:9]:    [ 76   0 -47 -55 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (LMS Block 1024 (5min)):
Original[4:9]: [164 207 234 243 235]
Recon[4:9]:    [164 207 234 243 235]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (LMS Block 1024 (5min)):
Original[4:9]: [-13 -15 -14 -12 -16]
Recon[4:9]:    [-13 -15 -14 -12 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (LMS Block 1024 (5min)):
Original[4:9]: [-29 -31 -33 -36 -37]
Recon[4:9]:    [-29 -31 -33 -36 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (LMS Block 1024 (5min)):
Original[4:9]: [-54 -52 -51 -52 -52]
Recon[4:9]:    [-54 -52 -51 -52 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (LMS Block 1024 (5min)):
Original[4:9]: [-63 -63 -64 -64 -58]
Recon[4:9]:    [-63 -63 -64 -64 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (LMS Block 1024 (5min)):
Original[4:9]: [-11 -14 -19 -24 -24]
Recon[4:9]:    [-11 -14 -19 -24 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (LMS Block 1024 (5min)):
Original[4:9]: [-17 -13 -15 -13 -15]
Recon[4:9]:    [-17 -13 -15 -13 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (LMS Block 1024 (5min)):
Original[4:9]: [-13 -14 -12  -5  -4]
Recon[4:9]:    [-13 -14 -12  -5  -4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (LMS Block 1024 (5min)):
Original[4:9]: [-40 -41 -41 -44 -46]
Recon[4:9]:    [-40 -41 -41 -44 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (LMS Block 1024 (5min)):
Original[4:9]: [-56 -55 -52 -51 -56]
Recon[4:9]:    [-56 -55 -52 -51 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (LMS Block 1024 (5min)):
Original[4:9]: [-58 -60 -60 -60 -58]
Recon[4:9]:    [-58 -60 -60 -60 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (LMS Block 1024 (5min)):
Original[4:9]: [-61 -61 -61 -64 -68]
Recon[4:9]:    [-61 -61 -61 -64 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (LMS Block 1024 (5min)):
Original[4:9]: [-68 -64 -62 -65 -63]
Recon[4:9]:    [-68 -64 -62 -65 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (LMS Block 1024 (5min)):
Original[4:9]: [-44 -46 -49 -47 -41]
Recon[4:9]:    [-44 -46 -49 -47 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (LMS Block 1024 (5min)):
Original[4:9]: [-21 -18 -20 -24 -26]
Recon[4:9]:    [-21 -18 -20 -24 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (LMS Block 1024 (5min)):
Original[4:9]: [-43 -43 -43 -42 -41]
Recon[4:9]:    [-43 -43 -43 -42 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (LMS Block 1024 (5min)):
Original[4:9]: [ -86 -102 -113 -112  -84]
Recon[4:9]:    [ -86 -102 -113 -112  -84]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (LMS Block 1024 (5min)):
Original[4:9]: [40 43 47 49 49]
Recon[4:9]:    [40 43 47 49 49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (LMS Block 1024 (5min)):
Original[4:9]: [-73 -44 -47 -69 -97]
Recon[4:9]:    [-73 -44 -47 -69 -97]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (LMS Block 1024 (5min)):
Original[4:9]: [85 79 72 72 67]
Recon[4:9]:    [85 79 72 72 67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (LMS Block 1024 (5min)):
Original[4:9]: [-5 -2 -2  1  2]
Recon[4:9]:    [-5 -2 -2  1  2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (LMS Block 1024 (5min)):
Original[4:9]: [-86 -85 -80 -76 -75]
Recon[4:9]:    [-86 -85 -80 -76 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (LMS Block 1024 (5min)):
Original[4:9]: [-73 -79 -84 -81 -80]
Recon[4:9]:    [-73 -79 -84 -81 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (LMS Block 1024 (5min)):
Original[4:9]: [90 89 84 80 70]
Recon[4:9]:    [90 89 84 80 70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (LMS Block 1024 (5min)):
Original[4:9]: [-50 -50 -52 -46 -46]
Recon[4:9]:    [-50 -50 -52 -46 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (LMS Block 1024 (5min)):
Original[4:9]: [-12 -10 -11  -6  -3]
Recon[4:9]:    [-12 -10 -11  -6  -3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (LMS Block 1024 (5min)):
Original[4:9]: [-98 -97 -95 -94 -97]
Recon[4:9]:    [-98 -97 -95 -94 -97]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (LMS Block 1024 (5min)):
Original[4:9]: [-51 -49 -47 -45 -42]
Recon[4:9]:    [-51 -49 -47 -45 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (LMS Block 1024 (5min)):
Original[4:9]: [-41 -43 -46 -39 -31]
Recon[4:9]:    [-41 -43 -46 -39 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (LMS Block 1024 (5min)):
Original[4:9]: [-62 -58 -52 -52 -51]
Recon[4:9]:    [-62 -58 -52 -52 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (LMS Block 1024 (5min)):
Original[4:9]: [-57 -59 -59 -58 -58]
Recon[4:9]:    [-57 -59 -59 -58 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (LMS Block 1024 (5min)):
Original[4:9]: [-65 -66 -68 -67 -68]
Recon[4:9]:    [-65 -66 -68 -67 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (LMS Block 1024 (5min)):
Original[4:9]: [85 73 60 53 45]
Recon[4:9]:    [85 73 60 53 45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (LMS Block 1024 (5min)):
Original[4:9]: [-10 -12 -14  -9  -6]
Recon[4:9]:    [-10 -12 -14  -9  -6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (LMS Block 1024 (5min)):
Original[4:9]: [-86 -88 -89 -93 -90]
Recon[4:9]:    [-86 -88 -89 -93 -90]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (LMS Block 1024 (5min)):
Original[4:9]: [-19 -19 -17 -19 -21]
Recon[4:9]:    [-19 -19 -17 -19 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (LMS Block 1024 (5min)):
Original[4:9]: [-65 -68 -73 -73 -67]
Recon[4:9]:    [-65 -68 -73 -73 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (LMS Block 1024 (5min)):
Original[4:9]: [-21  14  66 132 203]
Recon[4:9]:    [-21  14  66 132 203]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (LMS Block 1024 (5min)):
Original[4:9]: [-58 -66 -68 -76 -86]
Recon[4:9]:    [-58 -66 -68 -76 -86]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (LMS Block 1024 (5min)):
Original[4:9]: [-24 -25 -26 -24 -21]
Recon[4:9]:    [-24 -25 -26 -24 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 53 (LMS Block 1024 (5min)):
Original[4:9]: [ -99 -103 -109 -115 -126]
Recon[4:9]:    [ -99 -103 -109 -115 -126]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 54 (LMS Block 1024 (5min)):
Original[4:9]: [-70 -68 -65 -64 -66]
Recon[4:9]:    [-70 -68 -65 -64 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 55 (LMS Block 1024 (5min)):
Original[4:9]: [10  8  9  5  7]
Recon[4:9]:    [10  8  9  5  7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 56 (LMS Block 1024 (5min)):
Original[4:9]: [-65 -60 -64 -66 -70]
Recon[4:9]:    [-65 -60 -64 -66 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 57 (LMS Block 1024 (5min)):
Original[4:9]: [-68 -68 -68 -64 -63]
Recon[4:9]:    [-68 -68 -68 -64 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 58 (LMS Block 1024 (5min)):
Original[4:9]: [-128 -132 -135 -138 -134]
Recon[4:9]:    [-128 -132 -135 -138 -134]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 59 (LMS Block 1024 (5min)):
Original[4:9]: [-12  -7  -3   3   7]
Recon[4:9]:    [-12  -7  -3   3   7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 60 (LMS Block 1024 (5min)):
Original[4:9]: [-55 -61 -62 -57 -51]
Recon[4:9]:    [-55 -61 -62 -57 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 61 (LMS Block 1024 (5min)):
Original[4:9]: [-54 -57 -60 -59 -62]
Recon[4:9]:    [-54 -57 -60 -59 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 62 (LMS Block 1024 (5min)):
Original[4:9]: [-18   6  42  74 102]
Recon[4:9]:    [-18   6  42  74 102]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 63 (LMS Block 1024 (5min)):
Original[4:9]: [-66 -65 -63 -61 -60]
Recon[4:9]:    [-66 -65 -63 -61 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 64 (LMS Block 1024 (5min)):
Original[4:9]: [-60 -61 -64 -66 -66]
Recon[4:9]:    [-60 -61 -64 -66 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 65 (LMS Block 1024 (5min)):
Original[4:9]: [-18 -11  -3   0   3]
Recon[4:9]:    [-18 -11  -3   0   3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 66 (LMS Block 1024 (5min)):
Original[4:9]: [-60 -61 -61 -62 -62]
Recon[4:9]:    [-60 -61 -61 -62 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 67 (LMS Block 1024 (5min)):
Original[4:9]: [-67 -69 -72 -76 -76]
Recon[4:9]:    [-67 -69 -72 -76 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 68 (LMS Block 1024 (5min)):
Original[4:9]: [296 286 259 202 109]
Recon[4:9]:    [296 286 259 202 109]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 69 (LMS Block 1024 (5min)):
Original[4:9]: [-46 -49 -48 -47 -42]
Recon[4:9]:    [-46 -49 -48 -47 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 70 (LMS Block 1024 (5min)):
Original[4:9]: [-56 -56 -57 -63 -63]
Recon[4:9]:    [-56 -56 -57 -63 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 71 (LMS Block 1024 (5min)):
Original[4:9]: [-51 -50 -44 -47 -49]
Recon[4:9]:    [-51 -50 -44 -47 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 72 (LMS Block 1024 (5min)):
Original[4:9]: [379 314 213  91 -33]
Recon[4:9]:    [379 314 213  91 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 73 (LMS Block 1024 (5min)):
Original[4:9]: [-65 -61 -65 -70 -71]
Recon[4:9]:    [-65 -61 -65 -70 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 74 (LMS Block 1024 (5min)):
Original[4:9]: [-44 -46 -42 -42 -43]
Recon[4:9]:    [-44 -46 -42 -42 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 75 (LMS Block 1024 (5min)):
Original[4:9]: [-32 -38 -40 -41 -40]
Recon[4:9]:    [-32 -38 -40 -41 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 76 (LMS Block 1024 (5min)):
Original[4:9]: [-34 -33 -32 -33 -36]
Recon[4:9]:    [-34 -33 -32 -33 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 77 (LMS Block 1024 (5min)):
Original[4:9]: [123 224 303 356 379]
Recon[4:9]:    [123 224 303 356 379]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 78 (LMS Block 1024 (5min)):
Original[4:9]: [-42 -43 -47 -44 -42]
Recon[4:9]:    [-42 -43 -47 -44 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 79 (LMS Block 1024 (5min)):
Original[4:9]: [-41 -41 -43 -45 -45]
Recon[4:9]:    [-41 -41 -43 -45 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 80 (LMS Block 1024 (5min)):
Original[4:9]: [77 71 70 64 55]
Recon[4:9]:    [77 71 70 64 55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 81 (LMS Block 1024 (5min)):
Original[4:9]: [ 241  113  -15 -132 -123]
Recon[4:9]:    [ 241  113  -15 -132 -123]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 82 (LMS Block 1024 (5min)):
Original[4:9]: [-48 -47 -47 -49 -47]
Recon[4:9]:    [-48 -47 -47 -49 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 83 (LMS Block 1024 (5min)):
Original[4:9]: [-52 -48 -43 -44 -45]
Recon[4:9]:    [-52 -48 -43 -44 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 84 (LMS Block 1024 (5min)):
Original[4:9]: [-121 -102  -95  -96  -94]
Recon[4:9]:    [-121 -102  -95  -96  -94]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 85 (LMS Block 1024 (5min)):
Original[4:9]: [-72 -75 -72 -74 -76]
Recon[4:9]:    [-72 -75 -72 -74 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 86 (LMS Block 1024 (5min)):
Original[4:9]: [-67 -62 -58 -58 -61]
Recon[4:9]:    [-67 -62 -58 -58 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 87 (LMS Block 1024 (5min)):
Original[4:9]: [136 225 296 343 373]
Recon[4:9]:    [136 225 296 343 373]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 88 (LMS Block 1024 (5min)):
Original[4:9]: [-68 -67 -68 -67 -66]
Recon[4:9]:    [-68 -67 -68 -67 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 89 (LMS Block 1024 (5min)):
Original[4:9]: [-122 -127  -85  -53  -51]
Recon[4:9]:    [-122 -127  -85  -53  -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 90 (LMS Block 1024 (5min)):
Original[4:9]: [-20 -30 -33 -37 -39]
Recon[4:9]:    [-20 -30 -33 -37 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 91 (LMS Block 1024 (5min)):
Original[4:9]: [-16 -17 -17 -17 -16]
Recon[4:9]:    [-16 -17 -17 -17 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 92 (LMS Block 1024 (5min)):
Original[4:9]: [-61 -58 -58 -60 -62]
Recon[4:9]:    [-61 -58 -58 -60 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 93 (LMS Block 1024 (5min)):
Original[4:9]: [-68 -72 -75 -72 -70]
Recon[4:9]:    [-68 -72 -75 -72 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 94 (LMS Block 1024 (5min)):
Original[4:9]: [-100  -99 -100 -101 -101]
Recon[4:9]:    [-100  -99 -100 -101 -101]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 95 (LMS Block 1024 (5min)):
Original[4:9]: [-46 -42 -34 -31 -25]
Recon[4:9]:    [-46 -42 -34 -31 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 96 (LMS Block 1024 (5min)):
Original[4:9]: [21 21 21 29 35]
Recon[4:9]:    [21 21 21 29 35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 97 (LMS Block 1024 (5min)):
Original[4:9]: [-64 -62 -65 -65 -64]
Recon[4:9]:    [-64 -62 -65 -65 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 98 (LMS Block 1024 (5min)):
Original[4:9]: [-58 -58 -57 -53 -53]
Recon[4:9]:    [-58 -58 -57 -53 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 99 (LMS Block 1024 (5min)):
Original[4:9]: [-37 -40 -42 -42 -40]
Recon[4:9]:    [-37 -40 -42 -42 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 100 (LMS Block 1024 (5min)):
Original[4:9]: [-21 -19 -20 -20 -24]
Recon[4:9]:    [-21 -19 -20 -20 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 101 (LMS Block 1024 (5min)):
Original[4:9]: [ 4  2  0 -1 -3]
Recon[4:9]:    [ 4  2  0 -1 -3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 102 (LMS Block 1024 (5min)):
Original[4:9]: [-64 -63 -65 -66 -62]
Recon[4:9]:    [-64 -63 -65 -66 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 103 (LMS Block 1024 (5min)):
Original[4:9]: [-40 -36 -37 -37 -40]
Recon[4:9]:    [-40 -36 -37 -37 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 104 (LMS Block 1024 (5min)):
Original[4:9]: [-51 -55 -54 -46 -46]
Recon[4:9]:    [-51 -55 -54 -46 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 105 (LMS Block 1024 (5min)):
Original[4:9]: [-49 -51 -55 -57 -55]
Recon[4:9]:    [-49 -51 -55 -57 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- LMS Block 1024 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added LMS results for Block 1024: CR Rice=1.810, CR Huff=1.881, mean L2=23.19310
Best params for NLMS Block 1024 (10s): {'order': 4, 'mu': 0.01} (avg l2-norm=0.00000)

DEBUG Segment 0 (NLMS Block 1024 (5min)):
Original[4:9]: [-62 -62 -62 -62 -58]
Recon[4:9]:    [-62 -62 -62 -62 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (NLMS Block 1024 (5min)):
Original[4:9]: [-58 -58 -59 -63 -65]
Recon[4:9]:    [-58 -58 -59 -63 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (NLMS Block 1024 (5min)):
Original[4:9]: [-62 -61 -63 -68 -71]
Recon[4:9]:    [-62 -61 -63 -68 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (NLMS Block 1024 (5min)):
Original[4:9]: [-100  -96  -93  -91  -95]
Recon[4:9]:    [-100  -96  -93  -91  -95]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (NLMS Block 1024 (5min)):
Original[4:9]: [-83 -84 -88 -91 -86]
Recon[4:9]:    [-83 -84 -88 -91 -86]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (NLMS Block 1024 (5min)):
Original[4:9]: [-74 -69 -70 -78 -78]
Recon[4:9]:    [-74 -69 -70 -78 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (NLMS Block 1024 (5min)):
Original[4:9]: [-59 -70 -74 -72 -69]
Recon[4:9]:    [-59 -70 -74 -72 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (NLMS Block 1024 (5min)):
Original[4:9]: [-42 -43 -43 -46 -44]
Recon[4:9]:    [-42 -43 -43 -46 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (NLMS Block 1024 (5min)):
Original[4:9]: [-77 -73 -68 -68 -72]
Recon[4:9]:    [-77 -73 -68 -68 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (NLMS Block 1024 (5min)):
Original[4:9]: [-69 -65 -63 -56 -54]
Recon[4:9]:    [-69 -65 -63 -56 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (NLMS Block 1024 (5min)):
Original[4:9]: [-89 -87 -90 -90 -90]
Recon[4:9]:    [-89 -87 -90 -90 -90]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (NLMS Block 1024 (5min)):
Original[4:9]: [-85 -86 -85 -82 -87]
Recon[4:9]:    [-85 -86 -85 -82 -87]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (NLMS Block 1024 (5min)):
Original[4:9]: [ 76   0 -47 -55 -46]
Recon[4:9]:    [ 76   0 -47 -55 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (NLMS Block 1024 (5min)):
Original[4:9]: [164 207 234 243 235]
Recon[4:9]:    [164 207 234 243 235]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (NLMS Block 1024 (5min)):
Original[4:9]: [-13 -15 -14 -12 -16]
Recon[4:9]:    [-13 -15 -14 -12 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (NLMS Block 1024 (5min)):
Original[4:9]: [-29 -31 -33 -36 -37]
Recon[4:9]:    [-29 -31 -33 -36 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (NLMS Block 1024 (5min)):
Original[4:9]: [-54 -52 -51 -52 -52]
Recon[4:9]:    [-54 -52 -51 -52 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (NLMS Block 1024 (5min)):
Original[4:9]: [-63 -63 -64 -64 -58]
Recon[4:9]:    [-63 -63 -64 -64 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (NLMS Block 1024 (5min)):
Original[4:9]: [-11 -14 -19 -24 -24]
Recon[4:9]:    [-11 -14 -19 -24 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (NLMS Block 1024 (5min)):
Original[4:9]: [-17 -13 -15 -13 -15]
Recon[4:9]:    [-17 -13 -15 -13 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (NLMS Block 1024 (5min)):
Original[4:9]: [-13 -14 -12  -5  -4]
Recon[4:9]:    [-13 -14 -12  -5  -4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (NLMS Block 1024 (5min)):
Original[4:9]: [-40 -41 -41 -44 -46]
Recon[4:9]:    [-40 -41 -41 -44 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (NLMS Block 1024 (5min)):
Original[4:9]: [-56 -55 -52 -51 -56]
Recon[4:9]:    [-56 -55 -52 -51 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (NLMS Block 1024 (5min)):
Original[4:9]: [-58 -60 -60 -60 -58]
Recon[4:9]:    [-58 -60 -60 -60 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (NLMS Block 1024 (5min)):
Original[4:9]: [-61 -61 -61 -64 -68]
Recon[4:9]:    [-61 -61 -61 -64 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (NLMS Block 1024 (5min)):
Original[4:9]: [-68 -64 -62 -65 -63]
Recon[4:9]:    [-68 -64 -62 -65 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (NLMS Block 1024 (5min)):
Original[4:9]: [-44 -46 -49 -47 -41]
Recon[4:9]:    [-44 -46 -49 -47 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (NLMS Block 1024 (5min)):
Original[4:9]: [-21 -18 -20 -24 -26]
Recon[4:9]:    [-21 -18 -20 -24 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (NLMS Block 1024 (5min)):
Original[4:9]: [-43 -43 -43 -42 -41]
Recon[4:9]:    [-43 -43 -43 -42 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (NLMS Block 1024 (5min)):
Original[4:9]: [ -86 -102 -113 -112  -84]
Recon[4:9]:    [ -86 -102 -113 -112  -84]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (NLMS Block 1024 (5min)):
Original[4:9]: [40 43 47 49 49]
Recon[4:9]:    [40 43 47 49 49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (NLMS Block 1024 (5min)):
Original[4:9]: [-73 -44 -47 -69 -97]
Recon[4:9]:    [-73 -44 -47 -69 -97]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (NLMS Block 1024 (5min)):
Original[4:9]: [85 79 72 72 67]
Recon[4:9]:    [85 79 72 72 67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (NLMS Block 1024 (5min)):
Original[4:9]: [-5 -2 -2  1  2]
Recon[4:9]:    [-5 -2 -2  1  2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (NLMS Block 1024 (5min)):
Original[4:9]: [-86 -85 -80 -76 -75]
Recon[4:9]:    [-86 -85 -80 -76 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (NLMS Block 1024 (5min)):
Original[4:9]: [-73 -79 -84 -81 -80]
Recon[4:9]:    [-73 -79 -84 -81 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (NLMS Block 1024 (5min)):
Original[4:9]: [90 89 84 80 70]
Recon[4:9]:    [90 89 84 80 70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (NLMS Block 1024 (5min)):
Original[4:9]: [-50 -50 -52 -46 -46]
Recon[4:9]:    [-50 -50 -52 -46 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (NLMS Block 1024 (5min)):
Original[4:9]: [-12 -10 -11  -6  -3]
Recon[4:9]:    [-12 -10 -11  -6  -3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (NLMS Block 1024 (5min)):
Original[4:9]: [-98 -97 -95 -94 -97]
Recon[4:9]:    [-98 -97 -95 -94 -97]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (NLMS Block 1024 (5min)):
Original[4:9]: [-51 -49 -47 -45 -42]
Recon[4:9]:    [-51 -49 -47 -45 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (NLMS Block 1024 (5min)):
Original[4:9]: [-41 -43 -46 -39 -31]
Recon[4:9]:    [-41 -43 -46 -39 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (NLMS Block 1024 (5min)):
Original[4:9]: [-62 -58 -52 -52 -51]
Recon[4:9]:    [-62 -58 -52 -52 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (NLMS Block 1024 (5min)):
Original[4:9]: [-57 -59 -59 -58 -58]
Recon[4:9]:    [-57 -59 -59 -58 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (NLMS Block 1024 (5min)):
Original[4:9]: [-65 -66 -68 -67 -68]
Recon[4:9]:    [-65 -66 -68 -67 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (NLMS Block 1024 (5min)):
Original[4:9]: [85 73 60 53 45]
Recon[4:9]:    [85 73 60 53 45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (NLMS Block 1024 (5min)):
Original[4:9]: [-10 -12 -14  -9  -6]
Recon[4:9]:    [-10 -12 -14  -9  -6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (NLMS Block 1024 (5min)):
Original[4:9]: [-86 -88 -89 -93 -90]
Recon[4:9]:    [-86 -88 -89 -93 -90]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (NLMS Block 1024 (5min)):
Original[4:9]: [-19 -19 -17 -19 -21]
Recon[4:9]:    [-19 -19 -17 -19 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (NLMS Block 1024 (5min)):
Original[4:9]: [-65 -68 -73 -73 -67]
Recon[4:9]:    [-65 -68 -73 -73 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (NLMS Block 1024 (5min)):
Original[4:9]: [-21  14  66 132 203]
Recon[4:9]:    [-21  14  66 132 203]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (NLMS Block 1024 (5min)):
Original[4:9]: [-58 -66 -68 -76 -86]
Recon[4:9]:    [-58 -66 -68 -76 -86]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (NLMS Block 1024 (5min)):
Original[4:9]: [-24 -25 -26 -24 -21]
Recon[4:9]:    [-24 -25 -26 -24 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 53 (NLMS Block 1024 (5min)):
Original[4:9]: [ -99 -103 -109 -115 -126]
Recon[4:9]:    [ -99 -103 -109 -115 -126]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 54 (NLMS Block 1024 (5min)):
Original[4:9]: [-70 -68 -65 -64 -66]
Recon[4:9]:    [-70 -68 -65 -64 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 55 (NLMS Block 1024 (5min)):
Original[4:9]: [10  8  9  5  7]
Recon[4:9]:    [10  8  9  5  7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 56 (NLMS Block 1024 (5min)):
Original[4:9]: [-65 -60 -64 -66 -70]
Recon[4:9]:    [-65 -60 -64 -66 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 57 (NLMS Block 1024 (5min)):
Original[4:9]: [-68 -68 -68 -64 -63]
Recon[4:9]:    [-68 -68 -68 -64 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 58 (NLMS Block 1024 (5min)):
Original[4:9]: [-128 -132 -135 -138 -134]
Recon[4:9]:    [-128 -132 -135 -138 -134]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 59 (NLMS Block 1024 (5min)):
Original[4:9]: [-12  -7  -3   3   7]
Recon[4:9]:    [-12  -7  -3   3   7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 60 (NLMS Block 1024 (5min)):
Original[4:9]: [-55 -61 -62 -57 -51]
Recon[4:9]:    [-55 -61 -62 -57 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 61 (NLMS Block 1024 (5min)):
Original[4:9]: [-54 -57 -60 -59 -62]
Recon[4:9]:    [-54 -57 -60 -59 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 62 (NLMS Block 1024 (5min)):
Original[4:9]: [-18   6  42  74 102]
Recon[4:9]:    [-18   6  42  74 102]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 63 (NLMS Block 1024 (5min)):
Original[4:9]: [-66 -65 -63 -61 -60]
Recon[4:9]:    [-66 -65 -63 -61 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 64 (NLMS Block 1024 (5min)):
Original[4:9]: [-60 -61 -64 -66 -66]
Recon[4:9]:    [-60 -61 -64 -66 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 65 (NLMS Block 1024 (5min)):
Original[4:9]: [-18 -11  -3   0   3]
Recon[4:9]:    [-18 -11  -3   0   3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 66 (NLMS Block 1024 (5min)):
Original[4:9]: [-60 -61 -61 -62 -62]
Recon[4:9]:    [-60 -61 -61 -62 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 67 (NLMS Block 1024 (5min)):
Original[4:9]: [-67 -69 -72 -76 -76]
Recon[4:9]:    [-67 -69 -72 -76 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 68 (NLMS Block 1024 (5min)):
Original[4:9]: [296 286 259 202 109]
Recon[4:9]:    [296 286 259 202 109]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 69 (NLMS Block 1024 (5min)):
Original[4:9]: [-46 -49 -48 -47 -42]
Recon[4:9]:    [-46 -49 -48 -47 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 70 (NLMS Block 1024 (5min)):
Original[4:9]: [-56 -56 -57 -63 -63]
Recon[4:9]:    [-56 -56 -57 -63 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 71 (NLMS Block 1024 (5min)):
Original[4:9]: [-51 -50 -44 -47 -49]
Recon[4:9]:    [-51 -50 -44 -47 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 72 (NLMS Block 1024 (5min)):
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Recon[4:9]:    [379 314 213  91 -33]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 73 (NLMS Block 1024 (5min)):
Original[4:9]: [-65 -61 -65 -70 -71]
Recon[4:9]:    [-65 -61 -65 -70 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 74 (NLMS Block 1024 (5min)):
Original[4:9]: [-44 -46 -42 -42 -43]
Recon[4:9]:    [-44 -46 -42 -42 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 75 (NLMS Block 1024 (5min)):
Original[4:9]: [-32 -38 -40 -41 -40]
Recon[4:9]:    [-32 -38 -40 -41 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 76 (NLMS Block 1024 (5min)):
Original[4:9]: [-34 -33 -32 -33 -36]
Recon[4:9]:    [-34 -33 -32 -33 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 77 (NLMS Block 1024 (5min)):
Original[4:9]: [123 224 303 356 379]
Recon[4:9]:    [123 224 303 356 379]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 78 (NLMS Block 1024 (5min)):
Original[4:9]: [-42 -43 -47 -44 -42]
Recon[4:9]:    [-42 -43 -47 -44 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 79 (NLMS Block 1024 (5min)):
Original[4:9]: [-41 -41 -43 -45 -45]
Recon[4:9]:    [-41 -41 -43 -45 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 80 (NLMS Block 1024 (5min)):
Original[4:9]: [77 71 70 64 55]
Recon[4:9]:    [77 71 70 64 55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 81 (NLMS Block 1024 (5min)):
Original[4:9]: [ 241  113  -15 -132 -123]
Recon[4:9]:    [ 241  113  -15 -132 -123]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 82 (NLMS Block 1024 (5min)):
Original[4:9]: [-48 -47 -47 -49 -47]
Recon[4:9]:    [-48 -47 -47 -49 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 83 (NLMS Block 1024 (5min)):
Original[4:9]: [-52 -48 -43 -44 -45]
Recon[4:9]:    [-52 -48 -43 -44 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 84 (NLMS Block 1024 (5min)):
Original[4:9]: [-121 -102  -95  -96  -94]
Recon[4:9]:    [-121 -102  -95  -96  -94]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 85 (NLMS Block 1024 (5min)):
Original[4:9]: [-72 -75 -72 -74 -76]
Recon[4:9]:    [-72 -75 -72 -74 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 86 (NLMS Block 1024 (5min)):
Original[4:9]: [-67 -62 -58 -58 -61]
Recon[4:9]:    [-67 -62 -58 -58 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 87 (NLMS Block 1024 (5min)):
Original[4:9]: [136 225 296 343 373]
Recon[4:9]:    [136 225 296 343 373]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 88 (NLMS Block 1024 (5min)):
Original[4:9]: [-68 -67 -68 -67 -66]
Recon[4:9]:    [-68 -67 -68 -67 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 89 (NLMS Block 1024 (5min)):
Original[4:9]: [-122 -127  -85  -53  -51]
Recon[4:9]:    [-122 -127  -85  -53  -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 90 (NLMS Block 1024 (5min)):
Original[4:9]: [-20 -30 -33 -37 -39]
Recon[4:9]:    [-20 -30 -33 -37 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 91 (NLMS Block 1024 (5min)):
Original[4:9]: [-16 -17 -17 -17 -16]
Recon[4:9]:    [-16 -17 -17 -17 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 92 (NLMS Block 1024 (5min)):
Original[4:9]: [-61 -58 -58 -60 -62]
Recon[4:9]:    [-61 -58 -58 -60 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 93 (NLMS Block 1024 (5min)):
Original[4:9]: [-68 -72 -75 -72 -70]
Recon[4:9]:    [-68 -72 -75 -72 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 94 (NLMS Block 1024 (5min)):
Original[4:9]: [-100  -99 -100 -101 -101]
Recon[4:9]:    [-100  -99 -100 -101 -101]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 95 (NLMS Block 1024 (5min)):
Original[4:9]: [-46 -42 -34 -31 -25]
Recon[4:9]:    [-46 -42 -34 -31 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 96 (NLMS Block 1024 (5min)):
Original[4:9]: [21 21 21 29 35]
Recon[4:9]:    [21 21 21 29 35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 97 (NLMS Block 1024 (5min)):
Original[4:9]: [-64 -62 -65 -65 -64]
Recon[4:9]:    [-64 -62 -65 -65 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 98 (NLMS Block 1024 (5min)):
Original[4:9]: [-58 -58 -57 -53 -53]
Recon[4:9]:    [-58 -58 -57 -53 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 99 (NLMS Block 1024 (5min)):
Original[4:9]: [-37 -40 -42 -42 -40]
Recon[4:9]:    [-37 -40 -42 -42 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 100 (NLMS Block 1024 (5min)):
Original[4:9]: [-21 -19 -20 -20 -24]
Recon[4:9]:    [-21 -19 -20 -20 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 101 (NLMS Block 1024 (5min)):
Original[4:9]: [ 4  2  0 -1 -3]
Recon[4:9]:    [ 4  2  0 -1 -3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 102 (NLMS Block 1024 (5min)):
Original[4:9]: [-64 -63 -65 -66 -62]
Recon[4:9]:    [-64 -63 -65 -66 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 103 (NLMS Block 1024 (5min)):
Original[4:9]: [-40 -36 -37 -37 -40]
Recon[4:9]:    [-40 -36 -37 -37 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 104 (NLMS Block 1024 (5min)):
Original[4:9]: [-51 -55 -54 -46 -46]
Recon[4:9]:    [-51 -55 -54 -46 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 105 (NLMS Block 1024 (5min)):
Original[4:9]: [-49 -51 -55 -57 -55]
Recon[4:9]:    [-49 -51 -55 -57 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- NLMS Block 1024 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added NLMS results for Block 1024: CR Rice=1.776, CR Huff=1.872, mean L2=27.48365
Best params for GASS Block 1024 (10s): {'order': 4, 'mu': 1e-07, 'rho': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (GASS Block 1024 (5min)):
Original[4:9]: [-62 -62 -62 -62 -58]
Recon[4:9]:    [-62 -62 -62 -62 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (GASS Block 1024 (5min)):
Original[4:9]: [-58 -58 -59 -63 -65]
Recon[4:9]:    [-58 -58 -59 -63 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (GASS Block 1024 (5min)):
Original[4:9]: [-62 -61 -63 -68 -71]
Recon[4:9]:    [-62 -61 -63 -68 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (GASS Block 1024 (5min)):
Original[4:9]: [-100  -96  -93  -91  -95]
Recon[4:9]:    [-100  -96  -93  -91  -95]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (GASS Block 1024 (5min)):
Original[4:9]: [-83 -84 -88 -91 -86]
Recon[4:9]:    [-83 -84 -88 -91 -86]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (GASS Block 1024 (5min)):
Original[4:9]: [-74 -69 -70 -78 -78]
Recon[4:9]:    [-74 -69 -70 -78 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (GASS Block 1024 (5min)):
Original[4:9]: [-59 -70 -74 -72 -69]
Recon[4:9]:    [-59 -70 -74 -72 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (GASS Block 1024 (5min)):
Original[4:9]: [-42 -43 -43 -46 -44]
Recon[4:9]:    [-42 -43 -43 -46 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (GASS Block 1024 (5min)):
Original[4:9]: [-77 -73 -68 -68 -72]
Recon[4:9]:    [-77 -73 -68 -68 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (GASS Block 1024 (5min)):
Original[4:9]: [-69 -65 -63 -56 -54]
Recon[4:9]:    [-69 -65 -63 -56 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (GASS Block 1024 (5min)):
Original[4:9]: [-89 -87 -90 -90 -90]
Recon[4:9]:    [-89 -87 -90 -90 -90]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (GASS Block 1024 (5min)):
Original[4:9]: [-85 -86 -85 -82 -87]
Recon[4:9]:    [-85 -86 -85 -82 -87]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (GASS Block 1024 (5min)):
Original[4:9]: [ 76   0 -47 -55 -46]
Recon[4:9]:    [ 76   0 -47 -55 -46]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (GASS Block 1024 (5min)):
Original[4:9]: [164 207 234 243 235]
Recon[4:9]:    [164 207 234 243 235]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (GASS Block 1024 (5min)):
Original[4:9]: [-13 -15 -14 -12 -16]
Recon[4:9]:    [-13 -15 -14 -12 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (GASS Block 1024 (5min)):
Original[4:9]: [-29 -31 -33 -36 -37]
Recon[4:9]:    [-29 -31 -33 -36 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (GASS Block 1024 (5min)):
Original[4:9]: [-54 -52 -51 -52 -52]
Recon[4:9]:    [-54 -52 -51 -52 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (GASS Block 1024 (5min)):
Original[4:9]: [-63 -63 -64 -64 -58]
Recon[4:9]:    [-63 -63 -64 -64 -58]
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L2 calculation: 0.0

DEBUG Segment 18 (GASS Block 1024 (5min)):
Original[4:9]: [-11 -14 -19 -24 -24]
Recon[4:9]:    [-11 -14 -19 -24 -24]
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L2 calculation: 0.0

DEBUG Segment 19 (GASS Block 1024 (5min)):
Original[4:9]: [-17 -13 -15 -13 -15]
Recon[4:9]:    [-17 -13 -15 -13 -15]
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L2 calculation: 0.0

DEBUG Segment 20 (GASS Block 1024 (5min)):
Original[4:9]: [-13 -14 -12  -5  -4]
Recon[4:9]:    [-13 -14 -12  -5  -4]
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L2 calculation: 0.0

DEBUG Segment 21 (GASS Block 1024 (5min)):
Original[4:9]: [-40 -41 -41 -44 -46]
Recon[4:9]:    [-40 -41 -41 -44 -46]
Raw difference: [0 0 0 0 0]
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L2 calculation: 0.0

DEBUG Segment 22 (GASS Block 1024 (5min)):
Original[4:9]: [-56 -55 -52 -51 -56]
Recon[4:9]:    [-56 -55 -52 -51 -56]
Raw difference: [0 0 0 0 0]
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L2 calculation: 0.0

DEBUG Segment 23 (GASS Block 1024 (5min)):
Original[4:9]: [-58 -60 -60 -60 -58]
Recon[4:9]:    [-58 -60 -60 -60 -58]
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L2 calculation: 0.0

DEBUG Segment 24 (GASS Block 1024 (5min)):
Original[4:9]: [-61 -61 -61 -64 -68]
Recon[4:9]:    [-61 -61 -61 -64 -68]
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L2 calculation: 0.0

DEBUG Segment 25 (GASS Block 1024 (5min)):
Original[4:9]: [-68 -64 -62 -65 -63]
Recon[4:9]:    [-68 -64 -62 -65 -63]
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L2 calculation: 0.0

DEBUG Segment 26 (GASS Block 1024 (5min)):
Original[4:9]: [-44 -46 -49 -47 -41]
Recon[4:9]:    [-44 -46 -49 -47 -41]
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L2 calculation: 0.0

DEBUG Segment 27 (GASS Block 1024 (5min)):
Original[4:9]: [-21 -18 -20 -24 -26]
Recon[4:9]:    [-21 -18 -20 -24 -26]
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L2 calculation: 0.0

DEBUG Segment 28 (GASS Block 1024 (5min)):
Original[4:9]: [-43 -43 -43 -42 -41]
Recon[4:9]:    [-43 -43 -43 -42 -41]
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L2 calculation: 0.0

DEBUG Segment 29 (GASS Block 1024 (5min)):
Original[4:9]: [ -86 -102 -113 -112  -84]
Recon[4:9]:    [ -86 -102 -113 -112  -84]
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L2 calculation: 0.0

DEBUG Segment 30 (GASS Block 1024 (5min)):
Original[4:9]: [40 43 47 49 49]
Recon[4:9]:    [40 43 47 49 49]
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L2 calculation: 0.0

DEBUG Segment 31 (GASS Block 1024 (5min)):
Original[4:9]: [-73 -44 -47 -69 -97]
Recon[4:9]:    [-73 -44 -47 -69 -97]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (GASS Block 1024 (5min)):
Original[4:9]: [85 79 72 72 67]
Recon[4:9]:    [85 79 72 72 67]
Raw difference: [0 0 0 0 0]
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L2 calculation: 0.0

DEBUG Segment 33 (GASS Block 1024 (5min)):
Original[4:9]: [-5 -2 -2  1  2]
Recon[4:9]:    [-5 -2 -2  1  2]
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L2 calculation: 0.0

DEBUG Segment 34 (GASS Block 1024 (5min)):
Original[4:9]: [-86 -85 -80 -76 -75]
Recon[4:9]:    [-86 -85 -80 -76 -75]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-73 -79 -84 -81 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (GASS Block 1024 (5min)):
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Recon[4:9]:    [90 89 84 80 70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-50 -50 -52 -46 -46]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-12 -10 -11  -6  -3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-98 -97 -95 -94 -97]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-51 -49 -47 -45 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-41 -43 -46 -39 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (GASS Block 1024 (5min)):
Original[4:9]: [-62 -58 -52 -52 -51]
Recon[4:9]:    [-62 -58 -52 -52 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-57 -59 -59 -58 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-65 -66 -68 -67 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (GASS Block 1024 (5min)):
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Recon[4:9]:    [85 73 60 53 45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-10 -12 -14  -9  -6]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-86 -88 -89 -93 -90]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-19 -19 -17 -19 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-65 -68 -73 -73 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-21  14  66 132 203]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-58 -66 -68 -76 -86]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-24 -25 -26 -24 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 53 (GASS Block 1024 (5min)):
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Recon[4:9]:    [ -99 -103 -109 -115 -126]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 54 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-70 -68 -65 -64 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 55 (GASS Block 1024 (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 56 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-65 -60 -64 -66 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 57 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-68 -68 -68 -64 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 58 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-128 -132 -135 -138 -134]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 59 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-12  -7  -3   3   7]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 60 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-55 -61 -62 -57 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 61 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-54 -57 -60 -59 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 62 (GASS Block 1024 (5min)):
Original[4:9]: [-18   6  42  74 102]
Recon[4:9]:    [-18   6  42  74 102]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 63 (GASS Block 1024 (5min)):
Original[4:9]: [-66 -65 -63 -61 -60]
Recon[4:9]:    [-66 -65 -63 -61 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 64 (GASS Block 1024 (5min)):
Original[4:9]: [-60 -61 -64 -66 -66]
Recon[4:9]:    [-60 -61 -64 -66 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 65 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-18 -11  -3   0   3]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 66 (GASS Block 1024 (5min)):
Original[4:9]: [-60 -61 -61 -62 -62]
Recon[4:9]:    [-60 -61 -61 -62 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 67 (GASS Block 1024 (5min)):
Original[4:9]: [-67 -69 -72 -76 -76]
Recon[4:9]:    [-67 -69 -72 -76 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 68 (GASS Block 1024 (5min)):
Original[4:9]: [296 286 259 202 109]
Recon[4:9]:    [296 286 259 202 109]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 69 (GASS Block 1024 (5min)):
Original[4:9]: [-46 -49 -48 -47 -42]
Recon[4:9]:    [-46 -49 -48 -47 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 70 (GASS Block 1024 (5min)):
Original[4:9]: [-56 -56 -57 -63 -63]
Recon[4:9]:    [-56 -56 -57 -63 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 71 (GASS Block 1024 (5min)):
Original[4:9]: [-51 -50 -44 -47 -49]
Recon[4:9]:    [-51 -50 -44 -47 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 72 (GASS Block 1024 (5min)):
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Recon[4:9]:    [379 314 213  91 -33]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 73 (GASS Block 1024 (5min)):
Original[4:9]: [-65 -61 -65 -70 -71]
Recon[4:9]:    [-65 -61 -65 -70 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 74 (GASS Block 1024 (5min)):
Original[4:9]: [-44 -46 -42 -42 -43]
Recon[4:9]:    [-44 -46 -42 -42 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 75 (GASS Block 1024 (5min)):
Original[4:9]: [-32 -38 -40 -41 -40]
Recon[4:9]:    [-32 -38 -40 -41 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 76 (GASS Block 1024 (5min)):
Original[4:9]: [-34 -33 -32 -33 -36]
Recon[4:9]:    [-34 -33 -32 -33 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 77 (GASS Block 1024 (5min)):
Original[4:9]: [123 224 303 356 379]
Recon[4:9]:    [123 224 303 356 379]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 78 (GASS Block 1024 (5min)):
Original[4:9]: [-42 -43 -47 -44 -42]
Recon[4:9]:    [-42 -43 -47 -44 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 79 (GASS Block 1024 (5min)):
Original[4:9]: [-41 -41 -43 -45 -45]
Recon[4:9]:    [-41 -41 -43 -45 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 80 (GASS Block 1024 (5min)):
Original[4:9]: [77 71 70 64 55]
Recon[4:9]:    [77 71 70 64 55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 81 (GASS Block 1024 (5min)):
Original[4:9]: [ 241  113  -15 -132 -123]
Recon[4:9]:    [ 241  113  -15 -132 -123]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 82 (GASS Block 1024 (5min)):
Original[4:9]: [-48 -47 -47 -49 -47]
Recon[4:9]:    [-48 -47 -47 -49 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 83 (GASS Block 1024 (5min)):
Original[4:9]: [-52 -48 -43 -44 -45]
Recon[4:9]:    [-52 -48 -43 -44 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 84 (GASS Block 1024 (5min)):
Original[4:9]: [-121 -102  -95  -96  -94]
Recon[4:9]:    [-121 -102  -95  -96  -94]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 85 (GASS Block 1024 (5min)):
Original[4:9]: [-72 -75 -72 -74 -76]
Recon[4:9]:    [-72 -75 -72 -74 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 86 (GASS Block 1024 (5min)):
Original[4:9]: [-67 -62 -58 -58 -61]
Recon[4:9]:    [-67 -62 -58 -58 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 87 (GASS Block 1024 (5min)):
Original[4:9]: [136 225 296 343 373]
Recon[4:9]:    [136 225 296 343 373]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 88 (GASS Block 1024 (5min)):
Original[4:9]: [-68 -67 -68 -67 -66]
Recon[4:9]:    [-68 -67 -68 -67 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 89 (GASS Block 1024 (5min)):
Original[4:9]: [-122 -127  -85  -53  -51]
Recon[4:9]:    [-122 -127  -85  -53  -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 90 (GASS Block 1024 (5min)):
Original[4:9]: [-20 -30 -33 -37 -39]
Recon[4:9]:    [-20 -30 -33 -37 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 91 (GASS Block 1024 (5min)):
Original[4:9]: [-16 -17 -17 -17 -16]
Recon[4:9]:    [-16 -17 -17 -17 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 92 (GASS Block 1024 (5min)):
Original[4:9]: [-61 -58 -58 -60 -62]
Recon[4:9]:    [-61 -58 -58 -60 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 93 (GASS Block 1024 (5min)):
Original[4:9]: [-68 -72 -75 -72 -70]
Recon[4:9]:    [-68 -72 -75 -72 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 94 (GASS Block 1024 (5min)):
Original[4:9]: [-100  -99 -100 -101 -101]
Recon[4:9]:    [-100  -99 -100 -101 -101]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 95 (GASS Block 1024 (5min)):
Original[4:9]: [-46 -42 -34 -31 -25]
Recon[4:9]:    [-46 -42 -34 -31 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 96 (GASS Block 1024 (5min)):
Original[4:9]: [21 21 21 29 35]
Recon[4:9]:    [21 21 21 29 35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 97 (GASS Block 1024 (5min)):
Original[4:9]: [-64 -62 -65 -65 -64]
Recon[4:9]:    [-64 -62 -65 -65 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 98 (GASS Block 1024 (5min)):
Original[4:9]: [-58 -58 -57 -53 -53]
Recon[4:9]:    [-58 -58 -57 -53 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 99 (GASS Block 1024 (5min)):
Original[4:9]: [-37 -40 -42 -42 -40]
Recon[4:9]:    [-37 -40 -42 -42 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 100 (GASS Block 1024 (5min)):
Original[4:9]: [-21 -19 -20 -20 -24]
Recon[4:9]:    [-21 -19 -20 -20 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 101 (GASS Block 1024 (5min)):
Original[4:9]: [ 4  2  0 -1 -3]
Recon[4:9]:    [ 4  2  0 -1 -3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 102 (GASS Block 1024 (5min)):
Original[4:9]: [-64 -63 -65 -66 -62]
Recon[4:9]:    [-64 -63 -65 -66 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 103 (GASS Block 1024 (5min)):
Original[4:9]: [-40 -36 -37 -37 -40]
Recon[4:9]:    [-40 -36 -37 -37 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 104 (GASS Block 1024 (5min)):
Original[4:9]: [-51 -55 -54 -46 -46]
Recon[4:9]:    [-51 -55 -54 -46 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 105 (GASS Block 1024 (5min)):
Original[4:9]: [-49 -51 -55 -57 -55]
Recon[4:9]:    [-49 -51 -55 -57 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- GASS Block 1024 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added GASS results for Block 1024: CR Rice=2.173, CR Huff=2.283, mean L2=13.06533
Best params for LMS Block 2048 (10s): {'order': 4, 'mu': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (LMS Block 2048 (5min)):
Original[4:9]: [-62 -62 -62 -62 -58]
Recon[4:9]:    [-62 -62 -62 -62 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (LMS Block 2048 (5min)):
Original[4:9]: [-62 -61 -63 -68 -71]
Recon[4:9]:    [-62 -61 -63 -68 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (LMS Block 2048 (5min)):
Original[4:9]: [-83 -84 -88 -91 -86]
Recon[4:9]:    [-83 -84 -88 -91 -86]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (LMS Block 2048 (5min)):
Original[4:9]: [-59 -70 -74 -72 -69]
Recon[4:9]:    [-59 -70 -74 -72 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (LMS Block 2048 (5min)):
Original[4:9]: [-77 -73 -68 -68 -72]
Recon[4:9]:    [-77 -73 -68 -68 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (LMS Block 2048 (5min)):
Original[4:9]: [-89 -87 -90 -90 -90]
Recon[4:9]:    [-89 -87 -90 -90 -90]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (LMS Block 2048 (5min)):
Original[4:9]: [ 76   0 -47 -55 -46]
Recon[4:9]:    [ 76   0 -47 -55 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (LMS Block 2048 (5min)):
Original[4:9]: [-13 -15 -14 -12 -16]
Recon[4:9]:    [-13 -15 -14 -12 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (LMS Block 2048 (5min)):
Original[4:9]: [-54 -52 -51 -52 -52]
Recon[4:9]:    [-54 -52 -51 -52 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (LMS Block 2048 (5min)):
Original[4:9]: [-11 -14 -19 -24 -24]
Recon[4:9]:    [-11 -14 -19 -24 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (LMS Block 2048 (5min)):
Original[4:9]: [-13 -14 -12  -5  -4]
Recon[4:9]:    [-13 -14 -12  -5  -4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (LMS Block 2048 (5min)):
Original[4:9]: [-56 -55 -52 -51 -56]
Recon[4:9]:    [-56 -55 -52 -51 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (LMS Block 2048 (5min)):
Original[4:9]: [-61 -61 -61 -64 -68]
Recon[4:9]:    [-61 -61 -61 -64 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (LMS Block 2048 (5min)):
Original[4:9]: [-44 -46 -49 -47 -41]
Recon[4:9]:    [-44 -46 -49 -47 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (LMS Block 2048 (5min)):
Original[4:9]: [-43 -43 -43 -42 -41]
Recon[4:9]:    [-43 -43 -43 -42 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (LMS Block 2048 (5min)):
Original[4:9]: [40 43 47 49 49]
Recon[4:9]:    [40 43 47 49 49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (LMS Block 2048 (5min)):
Original[4:9]: [85 79 72 72 67]
Recon[4:9]:    [85 79 72 72 67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (LMS Block 2048 (5min)):
Original[4:9]: [-86 -85 -80 -76 -75]
Recon[4:9]:    [-86 -85 -80 -76 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (LMS Block 2048 (5min)):
Original[4:9]: [90 89 84 80 70]
Recon[4:9]:    [90 89 84 80 70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (LMS Block 2048 (5min)):
Original[4:9]: [-12 -10 -11  -6  -3]
Recon[4:9]:    [-12 -10 -11  -6  -3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (LMS Block 2048 (5min)):
Original[4:9]: [-51 -49 -47 -45 -42]
Recon[4:9]:    [-51 -49 -47 -45 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (LMS Block 2048 (5min)):
Original[4:9]: [-62 -58 -52 -52 -51]
Recon[4:9]:    [-62 -58 -52 -52 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (LMS Block 2048 (5min)):
Original[4:9]: [-65 -66 -68 -67 -68]
Recon[4:9]:    [-65 -66 -68 -67 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (LMS Block 2048 (5min)):
Original[4:9]: [-10 -12 -14  -9  -6]
Recon[4:9]:    [-10 -12 -14  -9  -6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (LMS Block 2048 (5min)):
Original[4:9]: [-19 -19 -17 -19 -21]
Recon[4:9]:    [-19 -19 -17 -19 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (LMS Block 2048 (5min)):
Original[4:9]: [-21  14  66 132 203]
Recon[4:9]:    [-21  14  66 132 203]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (LMS Block 2048 (5min)):
Original[4:9]: [-24 -25 -26 -24 -21]
Recon[4:9]:    [-24 -25 -26 -24 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (LMS Block 2048 (5min)):
Original[4:9]: [-70 -68 -65 -64 -66]
Recon[4:9]:    [-70 -68 -65 -64 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (LMS Block 2048 (5min)):
Original[4:9]: [-65 -60 -64 -66 -70]
Recon[4:9]:    [-65 -60 -64 -66 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (LMS Block 2048 (5min)):
Original[4:9]: [-128 -132 -135 -138 -134]
Recon[4:9]:    [-128 -132 -135 -138 -134]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (LMS Block 2048 (5min)):
Original[4:9]: [-55 -61 -62 -57 -51]
Recon[4:9]:    [-55 -61 -62 -57 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (LMS Block 2048 (5min)):
Original[4:9]: [-18   6  42  74 102]
Recon[4:9]:    [-18   6  42  74 102]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (LMS Block 2048 (5min)):
Original[4:9]: [-60 -61 -64 -66 -66]
Recon[4:9]:    [-60 -61 -64 -66 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (LMS Block 2048 (5min)):
Original[4:9]: [-60 -61 -61 -62 -62]
Recon[4:9]:    [-60 -61 -61 -62 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (LMS Block 2048 (5min)):
Original[4:9]: [296 286 259 202 109]
Recon[4:9]:    [296 286 259 202 109]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (LMS Block 2048 (5min)):
Original[4:9]: [-56 -56 -57 -63 -63]
Recon[4:9]:    [-56 -56 -57 -63 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (LMS Block 2048 (5min)):
Original[4:9]: [379 314 213  91 -33]
Recon[4:9]:    [379 314 213  91 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (LMS Block 2048 (5min)):
Original[4:9]: [-44 -46 -42 -42 -43]
Recon[4:9]:    [-44 -46 -42 -42 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (LMS Block 2048 (5min)):
Original[4:9]: [-34 -33 -32 -33 -36]
Recon[4:9]:    [-34 -33 -32 -33 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (LMS Block 2048 (5min)):
Original[4:9]: [-42 -43 -47 -44 -42]
Recon[4:9]:    [-42 -43 -47 -44 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (LMS Block 2048 (5min)):
Original[4:9]: [77 71 70 64 55]
Recon[4:9]:    [77 71 70 64 55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (LMS Block 2048 (5min)):
Original[4:9]: [-48 -47 -47 -49 -47]
Recon[4:9]:    [-48 -47 -47 -49 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (LMS Block 2048 (5min)):
Original[4:9]: [-121 -102  -95  -96  -94]
Recon[4:9]:    [-121 -102  -95  -96  -94]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (LMS Block 2048 (5min)):
Original[4:9]: [-67 -62 -58 -58 -61]
Recon[4:9]:    [-67 -62 -58 -58 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (LMS Block 2048 (5min)):
Original[4:9]: [-68 -67 -68 -67 -66]
Recon[4:9]:    [-68 -67 -68 -67 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (LMS Block 2048 (5min)):
Original[4:9]: [-20 -30 -33 -37 -39]
Recon[4:9]:    [-20 -30 -33 -37 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (LMS Block 2048 (5min)):
Original[4:9]: [-61 -58 -58 -60 -62]
Recon[4:9]:    [-61 -58 -58 -60 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (LMS Block 2048 (5min)):
Original[4:9]: [-100  -99 -100 -101 -101]
Recon[4:9]:    [-100  -99 -100 -101 -101]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (LMS Block 2048 (5min)):
Original[4:9]: [21 21 21 29 35]
Recon[4:9]:    [21 21 21 29 35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (LMS Block 2048 (5min)):
Original[4:9]: [-58 -58 -57 -53 -53]
Recon[4:9]:    [-58 -58 -57 -53 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (LMS Block 2048 (5min)):
Original[4:9]: [-21 -19 -20 -20 -24]
Recon[4:9]:    [-21 -19 -20 -20 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (LMS Block 2048 (5min)):
Original[4:9]: [-64 -63 -65 -66 -62]
Recon[4:9]:    [-64 -63 -65 -66 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (LMS Block 2048 (5min)):
Original[4:9]: [-51 -55 -54 -46 -46]
Recon[4:9]:    [-51 -55 -54 -46 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- LMS Block 2048 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added LMS results for Block 2048: CR Rice=1.894, CR Huff=1.980, mean L2=19.34528
Best params for NLMS Block 2048 (10s): {'order': 4, 'mu': 0.01} (avg l2-norm=0.00000)

DEBUG Segment 0 (NLMS Block 2048 (5min)):
Original[4:9]: [-62 -62 -62 -62 -58]
Recon[4:9]:    [-62 -62 -62 -62 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (NLMS Block 2048 (5min)):
Original[4:9]: [-62 -61 -63 -68 -71]
Recon[4:9]:    [-62 -61 -63 -68 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (NLMS Block 2048 (5min)):
Original[4:9]: [-83 -84 -88 -91 -86]
Recon[4:9]:    [-83 -84 -88 -91 -86]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (NLMS Block 2048 (5min)):
Original[4:9]: [-59 -70 -74 -72 -69]
Recon[4:9]:    [-59 -70 -74 -72 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (NLMS Block 2048 (5min)):
Original[4:9]: [-77 -73 -68 -68 -72]
Recon[4:9]:    [-77 -73 -68 -68 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (NLMS Block 2048 (5min)):
Original[4:9]: [-89 -87 -90 -90 -90]
Recon[4:9]:    [-89 -87 -90 -90 -90]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (NLMS Block 2048 (5min)):
Original[4:9]: [ 76   0 -47 -55 -46]
Recon[4:9]:    [ 76   0 -47 -55 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (NLMS Block 2048 (5min)):
Original[4:9]: [-13 -15 -14 -12 -16]
Recon[4:9]:    [-13 -15 -14 -12 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (NLMS Block 2048 (5min)):
Original[4:9]: [-54 -52 -51 -52 -52]
Recon[4:9]:    [-54 -52 -51 -52 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (NLMS Block 2048 (5min)):
Original[4:9]: [-11 -14 -19 -24 -24]
Recon[4:9]:    [-11 -14 -19 -24 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (NLMS Block 2048 (5min)):
Original[4:9]: [-13 -14 -12  -5  -4]
Recon[4:9]:    [-13 -14 -12  -5  -4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (NLMS Block 2048 (5min)):
Original[4:9]: [-56 -55 -52 -51 -56]
Recon[4:9]:    [-56 -55 -52 -51 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (NLMS Block 2048 (5min)):
Original[4:9]: [-61 -61 -61 -64 -68]
Recon[4:9]:    [-61 -61 -61 -64 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (NLMS Block 2048 (5min)):
Original[4:9]: [-44 -46 -49 -47 -41]
Recon[4:9]:    [-44 -46 -49 -47 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (NLMS Block 2048 (5min)):
Original[4:9]: [-43 -43 -43 -42 -41]
Recon[4:9]:    [-43 -43 -43 -42 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (NLMS Block 2048 (5min)):
Original[4:9]: [40 43 47 49 49]
Recon[4:9]:    [40 43 47 49 49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (NLMS Block 2048 (5min)):
Original[4:9]: [85 79 72 72 67]
Recon[4:9]:    [85 79 72 72 67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (NLMS Block 2048 (5min)):
Original[4:9]: [-86 -85 -80 -76 -75]
Recon[4:9]:    [-86 -85 -80 -76 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (NLMS Block 2048 (5min)):
Original[4:9]: [90 89 84 80 70]
Recon[4:9]:    [90 89 84 80 70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (NLMS Block 2048 (5min)):
Original[4:9]: [-12 -10 -11  -6  -3]
Recon[4:9]:    [-12 -10 -11  -6  -3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (NLMS Block 2048 (5min)):
Original[4:9]: [-51 -49 -47 -45 -42]
Recon[4:9]:    [-51 -49 -47 -45 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (NLMS Block 2048 (5min)):
Original[4:9]: [-62 -58 -52 -52 -51]
Recon[4:9]:    [-62 -58 -52 -52 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (NLMS Block 2048 (5min)):
Original[4:9]: [-65 -66 -68 -67 -68]
Recon[4:9]:    [-65 -66 -68 -67 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (NLMS Block 2048 (5min)):
Original[4:9]: [-10 -12 -14  -9  -6]
Recon[4:9]:    [-10 -12 -14  -9  -6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (NLMS Block 2048 (5min)):
Original[4:9]: [-19 -19 -17 -19 -21]
Recon[4:9]:    [-19 -19 -17 -19 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (NLMS Block 2048 (5min)):
Original[4:9]: [-21  14  66 132 203]
Recon[4:9]:    [-21  14  66 132 203]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (NLMS Block 2048 (5min)):
Original[4:9]: [-24 -25 -26 -24 -21]
Recon[4:9]:    [-24 -25 -26 -24 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (NLMS Block 2048 (5min)):
Original[4:9]: [-70 -68 -65 -64 -66]
Recon[4:9]:    [-70 -68 -65 -64 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (NLMS Block 2048 (5min)):
Original[4:9]: [-65 -60 -64 -66 -70]
Recon[4:9]:    [-65 -60 -64 -66 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (NLMS Block 2048 (5min)):
Original[4:9]: [-128 -132 -135 -138 -134]
Recon[4:9]:    [-128 -132 -135 -138 -134]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (NLMS Block 2048 (5min)):
Original[4:9]: [-55 -61 -62 -57 -51]
Recon[4:9]:    [-55 -61 -62 -57 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (NLMS Block 2048 (5min)):
Original[4:9]: [-18   6  42  74 102]
Recon[4:9]:    [-18   6  42  74 102]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (NLMS Block 2048 (5min)):
Original[4:9]: [-60 -61 -64 -66 -66]
Recon[4:9]:    [-60 -61 -64 -66 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (NLMS Block 2048 (5min)):
Original[4:9]: [-60 -61 -61 -62 -62]
Recon[4:9]:    [-60 -61 -61 -62 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (NLMS Block 2048 (5min)):
Original[4:9]: [296 286 259 202 109]
Recon[4:9]:    [296 286 259 202 109]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (NLMS Block 2048 (5min)):
Original[4:9]: [-56 -56 -57 -63 -63]
Recon[4:9]:    [-56 -56 -57 -63 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (NLMS Block 2048 (5min)):
Original[4:9]: [379 314 213  91 -33]
Recon[4:9]:    [379 314 213  91 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (NLMS Block 2048 (5min)):
Original[4:9]: [-44 -46 -42 -42 -43]
Recon[4:9]:    [-44 -46 -42 -42 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (NLMS Block 2048 (5min)):
Original[4:9]: [-34 -33 -32 -33 -36]
Recon[4:9]:    [-34 -33 -32 -33 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (NLMS Block 2048 (5min)):
Original[4:9]: [-42 -43 -47 -44 -42]
Recon[4:9]:    [-42 -43 -47 -44 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (NLMS Block 2048 (5min)):
Original[4:9]: [77 71 70 64 55]
Recon[4:9]:    [77 71 70 64 55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (NLMS Block 2048 (5min)):
Original[4:9]: [-48 -47 -47 -49 -47]
Recon[4:9]:    [-48 -47 -47 -49 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (NLMS Block 2048 (5min)):
Original[4:9]: [-121 -102  -95  -96  -94]
Recon[4:9]:    [-121 -102  -95  -96  -94]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (NLMS Block 2048 (5min)):
Original[4:9]: [-67 -62 -58 -58 -61]
Recon[4:9]:    [-67 -62 -58 -58 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (NLMS Block 2048 (5min)):
Original[4:9]: [-68 -67 -68 -67 -66]
Recon[4:9]:    [-68 -67 -68 -67 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (NLMS Block 2048 (5min)):
Original[4:9]: [-20 -30 -33 -37 -39]
Recon[4:9]:    [-20 -30 -33 -37 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (NLMS Block 2048 (5min)):
Original[4:9]: [-61 -58 -58 -60 -62]
Recon[4:9]:    [-61 -58 -58 -60 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (NLMS Block 2048 (5min)):
Original[4:9]: [-100  -99 -100 -101 -101]
Recon[4:9]:    [-100  -99 -100 -101 -101]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (NLMS Block 2048 (5min)):
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Recon[4:9]:    [21 21 21 29 35]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (NLMS Block 2048 (5min)):
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Recon[4:9]:    [-58 -58 -57 -53 -53]
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L2 calculation: 0.0

DEBUG Segment 50 (NLMS Block 2048 (5min)):
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Recon[4:9]:    [-21 -19 -20 -20 -24]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (NLMS Block 2048 (5min)):
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Recon[4:9]:    [-64 -63 -65 -66 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (NLMS Block 2048 (5min)):
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Recon[4:9]:    [-51 -55 -54 -46 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- NLMS Block 2048 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added NLMS results for Block 2048: CR Rice=1.889, CR Huff=2.025, mean L2=22.60244
Best params for GASS Block 2048 (10s): {'order': 4, 'mu': 1e-07, 'rho': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-62 -62 -62 -62 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 2 (GASS Block 2048 (5min)):
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DEBUG Segment 3 (GASS Block 2048 (5min)):
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DEBUG Segment 4 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-77 -73 -68 -68 -72]
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L2 calculation: 0.0

DEBUG Segment 5 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 6 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 7 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 8 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 9 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-11 -14 -19 -24 -24]
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L2 calculation: 0.0

DEBUG Segment 10 (GASS Block 2048 (5min)):
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DEBUG Segment 11 (GASS Block 2048 (5min)):
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DEBUG Segment 12 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 13 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 14 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 15 (GASS Block 2048 (5min)):
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DEBUG Segment 16 (GASS Block 2048 (5min)):
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DEBUG Segment 17 (GASS Block 2048 (5min)):
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DEBUG Segment 18 (GASS Block 2048 (5min)):
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DEBUG Segment 19 (GASS Block 2048 (5min)):
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DEBUG Segment 20 (GASS Block 2048 (5min)):
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DEBUG Segment 21 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 22 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 23 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 24 (GASS Block 2048 (5min)):
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DEBUG Segment 25 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 26 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 27 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-70 -68 -65 -64 -66]
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L2 calculation: 0.0

DEBUG Segment 28 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-65 -60 -64 -66 -70]
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L2 calculation: 0.0

DEBUG Segment 29 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-128 -132 -135 -138 -134]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-55 -61 -62 -57 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (GASS Block 2048 (5min)):
Original[4:9]: [-18   6  42  74 102]
Recon[4:9]:    [-18   6  42  74 102]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-60 -61 -64 -66 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-60 -61 -61 -62 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (GASS Block 2048 (5min)):
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Recon[4:9]:    [296 286 259 202 109]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (GASS Block 2048 (5min)):
Original[4:9]: [-56 -56 -57 -63 -63]
Recon[4:9]:    [-56 -56 -57 -63 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (GASS Block 2048 (5min)):
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Recon[4:9]:    [379 314 213  91 -33]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-44 -46 -42 -42 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-34 -33 -32 -33 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (GASS Block 2048 (5min)):
Original[4:9]: [-42 -43 -47 -44 -42]
Recon[4:9]:    [-42 -43 -47 -44 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (GASS Block 2048 (5min)):
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Recon[4:9]:    [77 71 70 64 55]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (GASS Block 2048 (5min)):
Original[4:9]: [-48 -47 -47 -49 -47]
Recon[4:9]:    [-48 -47 -47 -49 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-121 -102  -95  -96  -94]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (GASS Block 2048 (5min)):
Original[4:9]: [-67 -62 -58 -58 -61]
Recon[4:9]:    [-67 -62 -58 -58 -61]
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L2 calculation: 0.0

DEBUG Segment 44 (GASS Block 2048 (5min)):
Original[4:9]: [-68 -67 -68 -67 -66]
Recon[4:9]:    [-68 -67 -68 -67 -66]
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L2 calculation: 0.0

DEBUG Segment 45 (GASS Block 2048 (5min)):
Original[4:9]: [-20 -30 -33 -37 -39]
Recon[4:9]:    [-20 -30 -33 -37 -39]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-61 -58 -58 -60 -62]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-100  -99 -100 -101 -101]
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L2 calculation: 0.0

DEBUG Segment 48 (GASS Block 2048 (5min)):
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Recon[4:9]:    [21 21 21 29 35]
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L2 calculation: 0.0

DEBUG Segment 49 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-58 -58 -57 -53 -53]
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L2 calculation: 0.0

DEBUG Segment 50 (GASS Block 2048 (5min)):
Original[4:9]: [-21 -19 -20 -20 -24]
Recon[4:9]:    [-21 -19 -20 -20 -24]
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L2 calculation: 0.0

DEBUG Segment 51 (GASS Block 2048 (5min)):
Original[4:9]: [-64 -63 -65 -66 -62]
Recon[4:9]:    [-64 -63 -65 -66 -62]
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L2 calculation: 0.0

DEBUG Segment 52 (GASS Block 2048 (5min)):
Original[4:9]: [-51 -55 -54 -46 -46]
Recon[4:9]:    [-51 -55 -54 -46 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- GASS Block 2048 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added GASS results for Block 2048: CR Rice=2.237, CR Huff=2.337, mean L2=11.47744
Best params for LMS Elgendi Beats (10s): {'order': 4, 'mu': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-62 -62 -62 -62 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (LMS Elgendi Beats (5min)):
Original[4:9]: [-32 -31 -33 -34 -34]
Recon[4:9]:    [-32 -31 -33 -34 -34]
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L2 calculation: 0.0

DEBUG Segment 2 (LMS Elgendi Beats (5min)):
Original[4:9]: [-57 -60 -58 -58 -58]
Recon[4:9]:    [-57 -60 -58 -58 -58]
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L2 calculation: 0.0

DEBUG Segment 3 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-51 -51 -45 -43 -50]
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L2 calculation: 0.0

DEBUG Segment 4 (LMS Elgendi Beats (5min)):
Original[4:9]: [-67 -64 -58 -59 -60]
Recon[4:9]:    [-67 -64 -58 -59 -60]
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L2 calculation: 0.0

DEBUG Segment 5 (LMS Elgendi Beats (5min)):
Original[4:9]: [-52 -49 -48 -50 -51]
Recon[4:9]:    [-52 -49 -48 -50 -51]
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L2 calculation: 0.0

DEBUG Segment 6 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 7 (LMS Elgendi Beats (5min)):
Original[4:9]: [-27 -24 -23 -27 -30]
Recon[4:9]:    [-27 -24 -23 -27 -30]
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L2 calculation: 0.0

DEBUG Segment 8 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-95 -98 -99 -99 -97]
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L2 calculation: 0.0

DEBUG Segment 9 (LMS Elgendi Beats (5min)):
Original[4:9]: [-84 -84 -83 -81 -78]
Recon[4:9]:    [-84 -84 -83 -81 -78]
Raw difference: [0 0 0 0 0]
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L2 calculation: 0.0

DEBUG Segment 10 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-100  -99 -100  -99  -97]
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L2 calculation: 0.0

DEBUG Segment 11 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-76 -73 -74 -71 -74]
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L2 calculation: 0.0

DEBUG Segment 12 (LMS Elgendi Beats (5min)):
Original[4:9]: [-54 -52 -51 -49 -48]
Recon[4:9]:    [-54 -52 -51 -49 -48]
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L2 calculation: 0.0

DEBUG Segment 13 (LMS Elgendi Beats (5min)):
Original[4:9]: [-70 -64 -62 -61 -57]
Recon[4:9]:    [-70 -64 -62 -61 -57]
Raw difference: [0 0 0 0 0]
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L2 calculation: 0.0

DEBUG Segment 14 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-88 -89 -86 -82 -83]
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L2 calculation: 0.0

DEBUG Segment 15 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-55 -54 -52 -49 -47]
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L2 calculation: 0.0

DEBUG Segment 16 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-52 -53 -56 -56 -53]
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L2 calculation: 0.0

DEBUG Segment 17 (LMS Elgendi Beats (5min)):
Original[4:9]: [-55 -54 -54 -54 -53]
Recon[4:9]:    [-55 -54 -54 -54 -53]
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L2 calculation: 0.0

DEBUG Segment 18 (LMS Elgendi Beats (5min)):
Original[4:9]: [-60 -62 -68 -65 -64]
Recon[4:9]:    [-60 -62 -68 -65 -64]
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L2 calculation: 0.0

DEBUG Segment 19 (LMS Elgendi Beats (5min)):
Original[4:9]: [-56 -52 -48 -44 -47]
Recon[4:9]:    [-56 -52 -48 -44 -47]
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L2 calculation: 0.0

DEBUG Segment 20 (LMS Elgendi Beats (5min)):
Original[4:9]: [-47 -47 -43 -41 -40]
Recon[4:9]:    [-47 -47 -43 -41 -40]
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L2 calculation: 0.0

DEBUG Segment 21 (LMS Elgendi Beats (5min)):
Original[4:9]: [-36 -34 -27 -26 -28]
Recon[4:9]:    [-36 -34 -27 -26 -28]
Raw difference: [0 0 0 0 0]
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L2 calculation: 0.0

DEBUG Segment 22 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-21 -21 -27 -24 -22]
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L2 calculation: 0.0

DEBUG Segment 23 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-16 -16 -16 -21 -20]
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L2 calculation: 0.0

DEBUG Segment 24 (LMS Elgendi Beats (5min)):
Original[4:9]: [-41 -41 -39 -35 -32]
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DEBUG Segment 25 (LMS Elgendi Beats (5min)):
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DEBUG Segment 26 (LMS Elgendi Beats (5min)):
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DEBUG Segment 27 (LMS Elgendi Beats (5min)):
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DEBUG Segment 28 (LMS Elgendi Beats (5min)):
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DEBUG Segment 29 (LMS Elgendi Beats (5min)):
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DEBUG Segment 30 (LMS Elgendi Beats (5min)):
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DEBUG Segment 31 (LMS Elgendi Beats (5min)):
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DEBUG Segment 32 (LMS Elgendi Beats (5min)):
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DEBUG Segment 33 (LMS Elgendi Beats (5min)):
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DEBUG Segment 34 (LMS Elgendi Beats (5min)):
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DEBUG Segment 35 (LMS Elgendi Beats (5min)):
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DEBUG Segment 36 (LMS Elgendi Beats (5min)):
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DEBUG Segment 37 (LMS Elgendi Beats (5min)):
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DEBUG Segment 38 (LMS Elgendi Beats (5min)):
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DEBUG Segment 39 (LMS Elgendi Beats (5min)):
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DEBUG Segment 40 (LMS Elgendi Beats (5min)):
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DEBUG Segment 41 (LMS Elgendi Beats (5min)):
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DEBUG Segment 42 (LMS Elgendi Beats (5min)):
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DEBUG Segment 43 (LMS Elgendi Beats (5min)):
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DEBUG Segment 44 (LMS Elgendi Beats (5min)):
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DEBUG Segment 45 (LMS Elgendi Beats (5min)):
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DEBUG Segment 46 (LMS Elgendi Beats (5min)):
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DEBUG Segment 47 (LMS Elgendi Beats (5min)):
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DEBUG Segment 48 (LMS Elgendi Beats (5min)):
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DEBUG Segment 49 (LMS Elgendi Beats (5min)):
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DEBUG Segment 50 (LMS Elgendi Beats (5min)):
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DEBUG Segment 51 (LMS Elgendi Beats (5min)):
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DEBUG Segment 52 (LMS Elgendi Beats (5min)):
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DEBUG Segment 53 (LMS Elgendi Beats (5min)):
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DEBUG Segment 54 (LMS Elgendi Beats (5min)):
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DEBUG Segment 55 (LMS Elgendi Beats (5min)):
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DEBUG Segment 56 (LMS Elgendi Beats (5min)):
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DEBUG Segment 57 (LMS Elgendi Beats (5min)):
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DEBUG Segment 58 (LMS Elgendi Beats (5min)):
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DEBUG Segment 59 (LMS Elgendi Beats (5min)):
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DEBUG Segment 60 (LMS Elgendi Beats (5min)):
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DEBUG Segment 61 (LMS Elgendi Beats (5min)):
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DEBUG Segment 62 (LMS Elgendi Beats (5min)):
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DEBUG Segment 63 (LMS Elgendi Beats (5min)):
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DEBUG Segment 64 (LMS Elgendi Beats (5min)):
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DEBUG Segment 65 (LMS Elgendi Beats (5min)):
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DEBUG Segment 66 (LMS Elgendi Beats (5min)):
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DEBUG Segment 67 (LMS Elgendi Beats (5min)):
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DEBUG Segment 68 (LMS Elgendi Beats (5min)):
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DEBUG Segment 69 (LMS Elgendi Beats (5min)):
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DEBUG Segment 70 (LMS Elgendi Beats (5min)):
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DEBUG Segment 71 (LMS Elgendi Beats (5min)):
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DEBUG Segment 72 (LMS Elgendi Beats (5min)):
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DEBUG Segment 73 (LMS Elgendi Beats (5min)):
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DEBUG Segment 74 (LMS Elgendi Beats (5min)):
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DEBUG Segment 75 (LMS Elgendi Beats (5min)):
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DEBUG Segment 76 (LMS Elgendi Beats (5min)):
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DEBUG Segment 77 (LMS Elgendi Beats (5min)):
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DEBUG Segment 78 (LMS Elgendi Beats (5min)):
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DEBUG Segment 79 (LMS Elgendi Beats (5min)):
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DEBUG Segment 80 (LMS Elgendi Beats (5min)):
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DEBUG Segment 81 (LMS Elgendi Beats (5min)):
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DEBUG Segment 82 (LMS Elgendi Beats (5min)):
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DEBUG Segment 83 (LMS Elgendi Beats (5min)):
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DEBUG Segment 84 (LMS Elgendi Beats (5min)):
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DEBUG Segment 85 (LMS Elgendi Beats (5min)):
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DEBUG Segment 86 (LMS Elgendi Beats (5min)):
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DEBUG Segment 87 (LMS Elgendi Beats (5min)):
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DEBUG Segment 88 (LMS Elgendi Beats (5min)):
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DEBUG Segment 89 (LMS Elgendi Beats (5min)):
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DEBUG Segment 90 (LMS Elgendi Beats (5min)):
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DEBUG Segment 91 (LMS Elgendi Beats (5min)):
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DEBUG Segment 92 (LMS Elgendi Beats (5min)):
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DEBUG Segment 93 (LMS Elgendi Beats (5min)):
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DEBUG Segment 94 (LMS Elgendi Beats (5min)):
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DEBUG Segment 95 (LMS Elgendi Beats (5min)):
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DEBUG Segment 96 (LMS Elgendi Beats (5min)):
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DEBUG Segment 97 (LMS Elgendi Beats (5min)):
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DEBUG Segment 98 (LMS Elgendi Beats (5min)):
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DEBUG Segment 104 (LMS Elgendi Beats (5min)):
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DEBUG Segment 106 (LMS Elgendi Beats (5min)):
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DEBUG Segment 107 (LMS Elgendi Beats (5min)):
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DEBUG Segment 108 (LMS Elgendi Beats (5min)):
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DEBUG Segment 109 (LMS Elgendi Beats (5min)):
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DEBUG Segment 110 (LMS Elgendi Beats (5min)):
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DEBUG Segment 111 (LMS Elgendi Beats (5min)):
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DEBUG Segment 112 (LMS Elgendi Beats (5min)):
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DEBUG Segment 113 (LMS Elgendi Beats (5min)):
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DEBUG Segment 114 (LMS Elgendi Beats (5min)):
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DEBUG Segment 115 (LMS Elgendi Beats (5min)):
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DEBUG Segment 116 (LMS Elgendi Beats (5min)):
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DEBUG Segment 117 (LMS Elgendi Beats (5min)):
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DEBUG Segment 118 (LMS Elgendi Beats (5min)):
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DEBUG Segment 119 (LMS Elgendi Beats (5min)):
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DEBUG Segment 120 (LMS Elgendi Beats (5min)):
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DEBUG Segment 121 (LMS Elgendi Beats (5min)):
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DEBUG Segment 122 (LMS Elgendi Beats (5min)):
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DEBUG Segment 123 (LMS Elgendi Beats (5min)):
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DEBUG Segment 124 (LMS Elgendi Beats (5min)):
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DEBUG Segment 125 (LMS Elgendi Beats (5min)):
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DEBUG Segment 126 (LMS Elgendi Beats (5min)):
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DEBUG Segment 127 (LMS Elgendi Beats (5min)):
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DEBUG Segment 128 (LMS Elgendi Beats (5min)):
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DEBUG Segment 129 (LMS Elgendi Beats (5min)):
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DEBUG Segment 130 (LMS Elgendi Beats (5min)):
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DEBUG Segment 131 (LMS Elgendi Beats (5min)):
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DEBUG Segment 132 (LMS Elgendi Beats (5min)):
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DEBUG Segment 133 (LMS Elgendi Beats (5min)):
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DEBUG Segment 134 (LMS Elgendi Beats (5min)):
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DEBUG Segment 135 (LMS Elgendi Beats (5min)):
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DEBUG Segment 136 (LMS Elgendi Beats (5min)):
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DEBUG Segment 137 (LMS Elgendi Beats (5min)):
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DEBUG Segment 138 (LMS Elgendi Beats (5min)):
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DEBUG Segment 139 (LMS Elgendi Beats (5min)):
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DEBUG Segment 140 (LMS Elgendi Beats (5min)):
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DEBUG Segment 141 (LMS Elgendi Beats (5min)):
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DEBUG Segment 142 (LMS Elgendi Beats (5min)):
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DEBUG Segment 143 (LMS Elgendi Beats (5min)):
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DEBUG Segment 144 (LMS Elgendi Beats (5min)):
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DEBUG Segment 145 (LMS Elgendi Beats (5min)):
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DEBUG Segment 146 (LMS Elgendi Beats (5min)):
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DEBUG Segment 147 (LMS Elgendi Beats (5min)):
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DEBUG Segment 148 (LMS Elgendi Beats (5min)):
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DEBUG Segment 149 (LMS Elgendi Beats (5min)):
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DEBUG Segment 150 (LMS Elgendi Beats (5min)):
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DEBUG Segment 151 (LMS Elgendi Beats (5min)):
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DEBUG Segment 152 (LMS Elgendi Beats (5min)):
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DEBUG Segment 153 (LMS Elgendi Beats (5min)):
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DEBUG Segment 154 (LMS Elgendi Beats (5min)):
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DEBUG Segment 155 (LMS Elgendi Beats (5min)):
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DEBUG Segment 156 (LMS Elgendi Beats (5min)):
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DEBUG Segment 157 (LMS Elgendi Beats (5min)):
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DEBUG Segment 158 (LMS Elgendi Beats (5min)):
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DEBUG Segment 159 (LMS Elgendi Beats (5min)):
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DEBUG Segment 160 (LMS Elgendi Beats (5min)):
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DEBUG Segment 161 (LMS Elgendi Beats (5min)):
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DEBUG Segment 162 (LMS Elgendi Beats (5min)):
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DEBUG Segment 163 (LMS Elgendi Beats (5min)):
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DEBUG Segment 164 (LMS Elgendi Beats (5min)):
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DEBUG Segment 165 (LMS Elgendi Beats (5min)):
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DEBUG Segment 166 (LMS Elgendi Beats (5min)):
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DEBUG Segment 167 (LMS Elgendi Beats (5min)):
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DEBUG Segment 168 (LMS Elgendi Beats (5min)):
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DEBUG Segment 169 (LMS Elgendi Beats (5min)):
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DEBUG Segment 170 (LMS Elgendi Beats (5min)):
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DEBUG Segment 171 (LMS Elgendi Beats (5min)):
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DEBUG Segment 172 (LMS Elgendi Beats (5min)):
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DEBUG Segment 173 (LMS Elgendi Beats (5min)):
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DEBUG Segment 174 (LMS Elgendi Beats (5min)):
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DEBUG Segment 175 (LMS Elgendi Beats (5min)):
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DEBUG Segment 176 (LMS Elgendi Beats (5min)):
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DEBUG Segment 177 (LMS Elgendi Beats (5min)):
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DEBUG Segment 178 (LMS Elgendi Beats (5min)):
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DEBUG Segment 179 (LMS Elgendi Beats (5min)):
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DEBUG Segment 180 (LMS Elgendi Beats (5min)):
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DEBUG Segment 181 (LMS Elgendi Beats (5min)):
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DEBUG Segment 182 (LMS Elgendi Beats (5min)):
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DEBUG Segment 183 (LMS Elgendi Beats (5min)):
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DEBUG Segment 184 (LMS Elgendi Beats (5min)):
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DEBUG Segment 185 (LMS Elgendi Beats (5min)):
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DEBUG Segment 186 (LMS Elgendi Beats (5min)):
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DEBUG Segment 187 (LMS Elgendi Beats (5min)):
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DEBUG Segment 188 (LMS Elgendi Beats (5min)):
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DEBUG Segment 189 (LMS Elgendi Beats (5min)):
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DEBUG Segment 190 (LMS Elgendi Beats (5min)):
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DEBUG Segment 191 (LMS Elgendi Beats (5min)):
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DEBUG Segment 192 (LMS Elgendi Beats (5min)):
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DEBUG Segment 193 (LMS Elgendi Beats (5min)):
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DEBUG Segment 194 (LMS Elgendi Beats (5min)):
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DEBUG Segment 195 (LMS Elgendi Beats (5min)):
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DEBUG Segment 196 (LMS Elgendi Beats (5min)):
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DEBUG Segment 197 (LMS Elgendi Beats (5min)):
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DEBUG Segment 199 (LMS Elgendi Beats (5min)):
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DEBUG Segment 200 (LMS Elgendi Beats (5min)):
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DEBUG Segment 201 (LMS Elgendi Beats (5min)):
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DEBUG Segment 202 (LMS Elgendi Beats (5min)):
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DEBUG Segment 203 (LMS Elgendi Beats (5min)):
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DEBUG Segment 204 (LMS Elgendi Beats (5min)):
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DEBUG Segment 205 (LMS Elgendi Beats (5min)):
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DEBUG Segment 206 (LMS Elgendi Beats (5min)):
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DEBUG Segment 208 (LMS Elgendi Beats (5min)):
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DEBUG Segment 211 (LMS Elgendi Beats (5min)):
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DEBUG Segment 212 (LMS Elgendi Beats (5min)):
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DEBUG Segment 213 (LMS Elgendi Beats (5min)):
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DEBUG Segment 214 (LMS Elgendi Beats (5min)):
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DEBUG Segment 215 (LMS Elgendi Beats (5min)):
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DEBUG Segment 216 (LMS Elgendi Beats (5min)):
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DEBUG Segment 217 (LMS Elgendi Beats (5min)):
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DEBUG Segment 218 (LMS Elgendi Beats (5min)):
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DEBUG Segment 219 (LMS Elgendi Beats (5min)):
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DEBUG Segment 220 (LMS Elgendi Beats (5min)):
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DEBUG Segment 221 (LMS Elgendi Beats (5min)):
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DEBUG Segment 222 (LMS Elgendi Beats (5min)):
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DEBUG Segment 223 (LMS Elgendi Beats (5min)):
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DEBUG Segment 224 (LMS Elgendi Beats (5min)):
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DEBUG Segment 225 (LMS Elgendi Beats (5min)):
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DEBUG Segment 226 (LMS Elgendi Beats (5min)):
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DEBUG Segment 227 (LMS Elgendi Beats (5min)):
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DEBUG Segment 228 (LMS Elgendi Beats (5min)):
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DEBUG Segment 229 (LMS Elgendi Beats (5min)):
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DEBUG Segment 230 (LMS Elgendi Beats (5min)):
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DEBUG Segment 231 (LMS Elgendi Beats (5min)):
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DEBUG Segment 232 (LMS Elgendi Beats (5min)):
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DEBUG Segment 233 (LMS Elgendi Beats (5min)):
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DEBUG Segment 234 (LMS Elgendi Beats (5min)):
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DEBUG Segment 235 (LMS Elgendi Beats (5min)):
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DEBUG Segment 236 (LMS Elgendi Beats (5min)):
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DEBUG Segment 237 (LMS Elgendi Beats (5min)):
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DEBUG Segment 238 (LMS Elgendi Beats (5min)):
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DEBUG Segment 239 (LMS Elgendi Beats (5min)):
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DEBUG Segment 240 (LMS Elgendi Beats (5min)):
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DEBUG Segment 241 (LMS Elgendi Beats (5min)):
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DEBUG Segment 242 (LMS Elgendi Beats (5min)):
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DEBUG Segment 243 (LMS Elgendi Beats (5min)):
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DEBUG Segment 244 (LMS Elgendi Beats (5min)):
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DEBUG Segment 245 (LMS Elgendi Beats (5min)):
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DEBUG Segment 246 (LMS Elgendi Beats (5min)):
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DEBUG Segment 247 (LMS Elgendi Beats (5min)):
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DEBUG Segment 248 (LMS Elgendi Beats (5min)):
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DEBUG Segment 249 (LMS Elgendi Beats (5min)):
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DEBUG Segment 250 (LMS Elgendi Beats (5min)):
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DEBUG Segment 251 (LMS Elgendi Beats (5min)):
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DEBUG Segment 252 (LMS Elgendi Beats (5min)):
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DEBUG Segment 253 (LMS Elgendi Beats (5min)):
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DEBUG Segment 254 (LMS Elgendi Beats (5min)):
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DEBUG Segment 255 (LMS Elgendi Beats (5min)):
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DEBUG Segment 256 (LMS Elgendi Beats (5min)):
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DEBUG Segment 257 (LMS Elgendi Beats (5min)):
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DEBUG Segment 258 (LMS Elgendi Beats (5min)):
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DEBUG Segment 259 (LMS Elgendi Beats (5min)):
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DEBUG Segment 260 (LMS Elgendi Beats (5min)):
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DEBUG Segment 261 (LMS Elgendi Beats (5min)):
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DEBUG Segment 262 (LMS Elgendi Beats (5min)):
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DEBUG Segment 263 (LMS Elgendi Beats (5min)):
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DEBUG Segment 264 (LMS Elgendi Beats (5min)):
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DEBUG Segment 265 (LMS Elgendi Beats (5min)):
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DEBUG Segment 266 (LMS Elgendi Beats (5min)):
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DEBUG Segment 267 (LMS Elgendi Beats (5min)):
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DEBUG Segment 268 (LMS Elgendi Beats (5min)):
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DEBUG Segment 269 (LMS Elgendi Beats (5min)):
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DEBUG Segment 270 (LMS Elgendi Beats (5min)):
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DEBUG Segment 271 (LMS Elgendi Beats (5min)):
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DEBUG Segment 272 (LMS Elgendi Beats (5min)):
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DEBUG Segment 273 (LMS Elgendi Beats (5min)):
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DEBUG Segment 274 (LMS Elgendi Beats (5min)):
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DEBUG Segment 275 (LMS Elgendi Beats (5min)):
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DEBUG Segment 276 (LMS Elgendi Beats (5min)):
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DEBUG Segment 277 (LMS Elgendi Beats (5min)):
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DEBUG Segment 278 (LMS Elgendi Beats (5min)):
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DEBUG Segment 279 (LMS Elgendi Beats (5min)):
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DEBUG Segment 280 (LMS Elgendi Beats (5min)):
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DEBUG Segment 281 (LMS Elgendi Beats (5min)):
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DEBUG Segment 288 (LMS Elgendi Beats (5min)):
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DEBUG Segment 290 (LMS Elgendi Beats (5min)):
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DEBUG Segment 291 (LMS Elgendi Beats (5min)):
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DEBUG Segment 294 (LMS Elgendi Beats (5min)):
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DEBUG Segment 295 (LMS Elgendi Beats (5min)):
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DEBUG Segment 298 (LMS Elgendi Beats (5min)):
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DEBUG Segment 299 (LMS Elgendi Beats (5min)):
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DEBUG Segment 300 (LMS Elgendi Beats (5min)):
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DEBUG Segment 301 (LMS Elgendi Beats (5min)):
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DEBUG Segment 302 (LMS Elgendi Beats (5min)):
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DEBUG Segment 303 (LMS Elgendi Beats (5min)):
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DEBUG Segment 304 (LMS Elgendi Beats (5min)):
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DEBUG Segment 305 (LMS Elgendi Beats (5min)):
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DEBUG Segment 306 (LMS Elgendi Beats (5min)):
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DEBUG Segment 307 (LMS Elgendi Beats (5min)):
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DEBUG Segment 308 (LMS Elgendi Beats (5min)):
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DEBUG Segment 309 (LMS Elgendi Beats (5min)):
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DEBUG Segment 310 (LMS Elgendi Beats (5min)):
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DEBUG Segment 311 (LMS Elgendi Beats (5min)):
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DEBUG Segment 312 (LMS Elgendi Beats (5min)):
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DEBUG Segment 313 (LMS Elgendi Beats (5min)):
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DEBUG Segment 314 (LMS Elgendi Beats (5min)):
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DEBUG Segment 315 (LMS Elgendi Beats (5min)):
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DEBUG Segment 316 (LMS Elgendi Beats (5min)):
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DEBUG Segment 317 (LMS Elgendi Beats (5min)):
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DEBUG Segment 318 (LMS Elgendi Beats (5min)):
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DEBUG Segment 319 (LMS Elgendi Beats (5min)):
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DEBUG Segment 320 (LMS Elgendi Beats (5min)):
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DEBUG Segment 321 (LMS Elgendi Beats (5min)):
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DEBUG Segment 322 (LMS Elgendi Beats (5min)):
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DEBUG Segment 323 (LMS Elgendi Beats (5min)):
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DEBUG Segment 324 (LMS Elgendi Beats (5min)):
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DEBUG Segment 325 (LMS Elgendi Beats (5min)):
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DEBUG Segment 326 (LMS Elgendi Beats (5min)):
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DEBUG Segment 327 (LMS Elgendi Beats (5min)):
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DEBUG Segment 328 (LMS Elgendi Beats (5min)):
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DEBUG Segment 329 (LMS Elgendi Beats (5min)):
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DEBUG Segment 330 (LMS Elgendi Beats (5min)):
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---- LMS Elgendi Beats (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added LMS results for Elgendi Beats: CR Rice=1.613, CR Huff=1.684, mean L2=31.61296
Best params for NLMS Elgendi Beats (10s): {'order': 4, 'mu': 0.01} (avg l2-norm=0.00000)

DEBUG Segment 0 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 1 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 2 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 3 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 4 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 5 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 6 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 7 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 8 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 9 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 10 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 11 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 12 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 13 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 14 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 15 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 16 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 17 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 18 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 19 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 20 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 21 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 22 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 24 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 25 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 26 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 27 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 28 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 29 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 30 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 31 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 32 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 33 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 36 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 37 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 38 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 39 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 40 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 41 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 42 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 43 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 44 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 45 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 46 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 47 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 48 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 49 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 50 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 51 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 52 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 53 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 54 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 55 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 56 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 57 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 58 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 59 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 60 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 61 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 62 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 63 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 64 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 65 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 66 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 67 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 68 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 69 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 70 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 71 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 72 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 73 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 74 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 75 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 76 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 77 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 78 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 79 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 80 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 81 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 82 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 83 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 84 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 85 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 86 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 87 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 88 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 89 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 90 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 91 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 92 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 93 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 94 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 95 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 96 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 97 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 98 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 102 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 104 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 106 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 107 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 117 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 118 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 120 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 121 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 122 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 123 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 124 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 125 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 126 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 127 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 128 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 129 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 130 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 131 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 132 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 133 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 134 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 136 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 137 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 138 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 139 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 140 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 141 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 142 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 143 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 144 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 145 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 146 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 147 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 148 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 149 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 150 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 151 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 152 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 153 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 154 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 155 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 156 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 157 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 158 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 159 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 160 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 161 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 162 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 163 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 164 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 165 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 166 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 167 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 168 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 169 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 170 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 171 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 172 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 173 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 174 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 175 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 176 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 177 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 178 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 179 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 180 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 181 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 182 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 183 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 184 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 185 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 186 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 187 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 188 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 189 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 190 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 191 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 192 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 193 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 194 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 195 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 196 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 197 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 198 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 199 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 200 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 201 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 202 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 203 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 204 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 205 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 213 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 214 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 215 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 216 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 217 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 222 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 225 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 226 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 227 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 228 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 229 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 230 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 231 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 232 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 233 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 234 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 235 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 236 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 237 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 238 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 239 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 240 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 241 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 242 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 243 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 244 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 245 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 246 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 247 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 248 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 249 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 250 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 251 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 252 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 253 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 254 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 255 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 256 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 257 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 258 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 259 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 260 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 261 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 262 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 263 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 264 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 265 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 266 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 267 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 268 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 269 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 270 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 271 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 272 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 274 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 277 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 278 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 279 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 280 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 282 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 283 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 290 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 291 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 294 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 295 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 296 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 299 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 300 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 302 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 306 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 308 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 309 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 310 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 311 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 312 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 313 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 314 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 315 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 316 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 317 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 318 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 319 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 320 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 321 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 322 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 323 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 324 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 325 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 326 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 327 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 328 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 329 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 330 (NLMS Elgendi Beats (5min)):
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---- NLMS Elgendi Beats (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added NLMS results for Elgendi Beats: CR Rice=1.574, CR Huff=1.643, mean L2=36.20227
Best params for GASS Elgendi Beats (10s): {'order': 4, 'mu': 1e-07, 'rho': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (GASS Elgendi Beats (5min)):
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DEBUG Segment 1 (GASS Elgendi Beats (5min)):
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DEBUG Segment 2 (GASS Elgendi Beats (5min)):
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DEBUG Segment 3 (GASS Elgendi Beats (5min)):
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DEBUG Segment 4 (GASS Elgendi Beats (5min)):
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DEBUG Segment 5 (GASS Elgendi Beats (5min)):
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DEBUG Segment 6 (GASS Elgendi Beats (5min)):
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DEBUG Segment 7 (GASS Elgendi Beats (5min)):
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DEBUG Segment 8 (GASS Elgendi Beats (5min)):
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DEBUG Segment 9 (GASS Elgendi Beats (5min)):
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DEBUG Segment 10 (GASS Elgendi Beats (5min)):
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DEBUG Segment 11 (GASS Elgendi Beats (5min)):
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DEBUG Segment 12 (GASS Elgendi Beats (5min)):
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DEBUG Segment 13 (GASS Elgendi Beats (5min)):
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DEBUG Segment 14 (GASS Elgendi Beats (5min)):
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DEBUG Segment 15 (GASS Elgendi Beats (5min)):
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DEBUG Segment 16 (GASS Elgendi Beats (5min)):
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DEBUG Segment 17 (GASS Elgendi Beats (5min)):
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DEBUG Segment 18 (GASS Elgendi Beats (5min)):
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DEBUG Segment 20 (GASS Elgendi Beats (5min)):
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DEBUG Segment 21 (GASS Elgendi Beats (5min)):
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DEBUG Segment 22 (GASS Elgendi Beats (5min)):
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DEBUG Segment 29 (GASS Elgendi Beats (5min)):
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DEBUG Segment 30 (GASS Elgendi Beats (5min)):
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DEBUG Segment 31 (GASS Elgendi Beats (5min)):
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DEBUG Segment 32 (GASS Elgendi Beats (5min)):
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DEBUG Segment 33 (GASS Elgendi Beats (5min)):
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DEBUG Segment 34 (GASS Elgendi Beats (5min)):
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DEBUG Segment 35 (GASS Elgendi Beats (5min)):
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DEBUG Segment 36 (GASS Elgendi Beats (5min)):
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DEBUG Segment 37 (GASS Elgendi Beats (5min)):
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DEBUG Segment 38 (GASS Elgendi Beats (5min)):
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DEBUG Segment 39 (GASS Elgendi Beats (5min)):
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DEBUG Segment 40 (GASS Elgendi Beats (5min)):
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DEBUG Segment 298 (GASS Elgendi Beats (5min)):
Original[4:9]: [-45 -44 -41 -42 -38]
Recon[4:9]:    [-45 -44 -41 -42 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 299 (GASS Elgendi Beats (5min)):
Original[4:9]: [-35 -37 -38 -35 -30]
Recon[4:9]:    [-35 -37 -38 -35 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 300 (GASS Elgendi Beats (5min)):
Original[4:9]: [-60 -60 -63 -66 -65]
Recon[4:9]:    [-60 -60 -63 -66 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 301 (GASS Elgendi Beats (5min)):
Original[4:9]: [-89 -90 -91 -95 -93]
Recon[4:9]:    [-89 -90 -91 -95 -93]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 302 (GASS Elgendi Beats (5min)):
Original[4:9]: [-81 -83 -83 -82 -81]
Recon[4:9]:    [-81 -83 -83 -82 -81]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 303 (GASS Elgendi Beats (5min)):
Original[4:9]: [-72 -72 -77 -80 -77]
Recon[4:9]:    [-72 -72 -77 -80 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 304 (GASS Elgendi Beats (5min)):
Original[4:9]: [-68 -70 -68 -69 -63]
Recon[4:9]:    [-68 -70 -68 -69 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 305 (GASS Elgendi Beats (5min)):
Original[4:9]: [-58 -58 -55 -52 -54]
Recon[4:9]:    [-58 -58 -55 -52 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 306 (GASS Elgendi Beats (5min)):
Original[4:9]: [-64 -64 -68 -65 -61]
Recon[4:9]:    [-64 -64 -68 -65 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 307 (GASS Elgendi Beats (5min)):
Original[4:9]: [-76 -77 -72 -72 -71]
Recon[4:9]:    [-76 -77 -72 -72 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 308 (GASS Elgendi Beats (5min)):
Original[4:9]: [-54 -50 -52 -52 -52]
Recon[4:9]:    [-54 -50 -52 -52 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 309 (GASS Elgendi Beats (5min)):
Original[4:9]: [-35 -33 -30 -29 -29]
Recon[4:9]:    [-35 -33 -30 -29 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 310 (GASS Elgendi Beats (5min)):
Original[4:9]: [-51 -50 -46 -43 -43]
Recon[4:9]:    [-51 -50 -46 -43 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 311 (GASS Elgendi Beats (5min)):
Original[4:9]: [-64 -66 -67 -64 -60]
Recon[4:9]:    [-64 -66 -67 -64 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 312 (GASS Elgendi Beats (5min)):
Original[4:9]: [-51 -53 -56 -54 -51]
Recon[4:9]:    [-51 -53 -56 -54 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 313 (GASS Elgendi Beats (5min)):
Original[4:9]: [-19 -18 -22 -25 -23]
Recon[4:9]:    [-19 -18 -22 -25 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 314 (GASS Elgendi Beats (5min)):
Original[4:9]: [-42 -41 -44 -41 -37]
Recon[4:9]:    [-42 -41 -44 -41 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 315 (GASS Elgendi Beats (5min)):
Original[4:9]: [-49 -48 -46 -42 -42]
Recon[4:9]:    [-49 -48 -46 -42 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 316 (GASS Elgendi Beats (5min)):
Original[4:9]: [-23 -21 -19 -20 -23]
Recon[4:9]:    [-23 -21 -19 -20 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 317 (GASS Elgendi Beats (5min)):
Original[4:9]: [-37 -34 -33 -32 -34]
Recon[4:9]:    [-37 -34 -33 -32 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 318 (GASS Elgendi Beats (5min)):
Original[4:9]: [-36 -39 -41 -41 -36]
Recon[4:9]:    [-36 -39 -41 -41 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 319 (GASS Elgendi Beats (5min)):
Original[4:9]: [-27 -30 -26 -22 -24]
Recon[4:9]:    [-27 -30 -26 -22 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 320 (GASS Elgendi Beats (5min)):
Original[4:9]: [-51 -50 -53 -54 -53]
Recon[4:9]:    [-51 -50 -53 -54 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 321 (GASS Elgendi Beats (5min)):
Original[4:9]: [-53 -54 -55 -57 -57]
Recon[4:9]:    [-53 -54 -55 -57 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 322 (GASS Elgendi Beats (5min)):
Original[4:9]: [-50 -51 -52 -49 -49]
Recon[4:9]:    [-50 -51 -52 -49 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 323 (GASS Elgendi Beats (5min)):
Original[4:9]: [-44 -41 -42 -44 -49]
Recon[4:9]:    [-44 -41 -42 -44 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 324 (GASS Elgendi Beats (5min)):
Original[4:9]: [-50 -54 -55 -56 -53]
Recon[4:9]:    [-50 -54 -55 -56 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 325 (GASS Elgendi Beats (5min)):
Original[4:9]: [-52 -50 -50 -51 -51]
Recon[4:9]:    [-52 -50 -50 -51 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 326 (GASS Elgendi Beats (5min)):
Original[4:9]: [-47 -51 -48 -48 -46]
Recon[4:9]:    [-47 -51 -48 -48 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 327 (GASS Elgendi Beats (5min)):
Original[4:9]: [-40 -40 -41 -41 -36]
Recon[4:9]:    [-40 -40 -41 -41 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 328 (GASS Elgendi Beats (5min)):
Original[4:9]: [-44 -44 -42 -41 -47]
Recon[4:9]:    [-44 -44 -42 -41 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 329 (GASS Elgendi Beats (5min)):
Original[4:9]: [-48 -49 -51 -53 -56]
Recon[4:9]:    [-48 -49 -51 -53 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 330 (GASS Elgendi Beats (5min)):
Original[4:9]: [-52 -51 -53 -49 -50]
Recon[4:9]:    [-52 -51 -53 -49 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- GASS Elgendi Beats (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added GASS results for Elgendi Beats: CR Rice=1.989, CR Huff=2.125, mean L2=16.56616
Best params for LMS Hamilton Beats (10s): {'order': 4, 'mu': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (LMS Hamilton Beats (5min)):
Original[4:9]: [-62 -62 -62 -62 -58]
Recon[4:9]:    [-62 -62 -62 -62 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (LMS Hamilton Beats (5min)):
Original[4:9]: [-31 -33 -34 -34 -33]
Recon[4:9]:    [-31 -33 -34 -34 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -60 -58 -58 -58]
Recon[4:9]:    [-57 -60 -58 -58 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (LMS Hamilton Beats (5min)):
Original[4:9]: [-51 -51 -45 -43 -50]
Recon[4:9]:    [-51 -51 -45 -43 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (LMS Hamilton Beats (5min)):
Original[4:9]: [-67 -64 -58 -59 -60]
Recon[4:9]:    [-67 -64 -58 -59 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (LMS Hamilton Beats (5min)):
Original[4:9]: [-52 -49 -48 -50 -51]
Recon[4:9]:    [-52 -49 -48 -50 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -56 -60 -66 -70]
Recon[4:9]:    [-59 -56 -60 -66 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (LMS Hamilton Beats (5min)):
Original[4:9]: [-24 -23 -27 -30 -32]
Recon[4:9]:    [-24 -23 -27 -30 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (LMS Hamilton Beats (5min)):
Original[4:9]: [-95 -98 -99 -99 -97]
Recon[4:9]:    [-95 -98 -99 -99 -97]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (LMS Hamilton Beats (5min)):
Original[4:9]: [-84 -84 -83 -81 -78]
Recon[4:9]:    [-84 -84 -83 -81 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (LMS Hamilton Beats (5min)):
Original[4:9]: [-100  -99 -100  -99  -97]
Recon[4:9]:    [-100  -99 -100  -99  -97]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (LMS Hamilton Beats (5min)):
Original[4:9]: [-76 -73 -74 -71 -74]
Recon[4:9]:    [-76 -73 -74 -71 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (LMS Hamilton Beats (5min)):
Original[4:9]: [-52 -51 -49 -48 -51]
Recon[4:9]:    [-52 -51 -49 -48 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (LMS Hamilton Beats (5min)):
Original[4:9]: [-64 -62 -61 -57 -54]
Recon[4:9]:    [-64 -62 -61 -57 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (LMS Hamilton Beats (5min)):
Original[4:9]: [-88 -89 -86 -82 -83]
Recon[4:9]:    [-88 -89 -86 -82 -83]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (LMS Hamilton Beats (5min)):
Original[4:9]: [-55 -54 -52 -49 -47]
Recon[4:9]:    [-55 -54 -52 -49 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (LMS Hamilton Beats (5min)):
Original[4:9]: [-52 -53 -56 -56 -53]
Recon[4:9]:    [-52 -53 -56 -56 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (LMS Hamilton Beats (5min)):
Original[4:9]: [-54 -54 -54 -53 -49]
Recon[4:9]:    [-54 -54 -54 -53 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (LMS Hamilton Beats (5min)):
Original[4:9]: [-60 -62 -68 -65 -64]
Recon[4:9]:    [-60 -62 -68 -65 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -52 -48 -44 -47]
Recon[4:9]:    [-56 -52 -48 -44 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (LMS Hamilton Beats (5min)):
Original[4:9]: [-47 -47 -43 -41 -40]
Recon[4:9]:    [-47 -47 -43 -41 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (LMS Hamilton Beats (5min)):
Original[4:9]: [-36 -34 -27 -26 -28]
Recon[4:9]:    [-36 -34 -27 -26 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (LMS Hamilton Beats (5min)):
Original[4:9]: [-21 -27 -24 -22 -17]
Recon[4:9]:    [-21 -27 -24 -22 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (LMS Hamilton Beats (5min)):
Original[4:9]: [-16 -16 -16 -21 -20]
Recon[4:9]:    [-16 -16 -16 -21 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (LMS Hamilton Beats (5min)):
Original[4:9]: [-41 -41 -39 -35 -32]
Recon[4:9]:    [-41 -41 -39 -35 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (LMS Hamilton Beats (5min)):
Original[4:9]: [-40 -39 -35 -36 -38]
Recon[4:9]:    [-40 -39 -35 -36 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (LMS Hamilton Beats (5min)):
Original[4:9]: [-30 -31 -33 -28 -25]
Recon[4:9]:    [-30 -31 -33 -28 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (LMS Hamilton Beats (5min)):
Original[4:9]: [-70 -70 -70 -72 -70]
Recon[4:9]:    [-70 -70 -70 -72 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (LMS Hamilton Beats (5min)):
Original[4:9]: [-79 -81 -80 -81 -82]
Recon[4:9]:    [-79 -81 -80 -81 -82]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (LMS Hamilton Beats (5min)):
Original[4:9]: [-66 -71 -71 -71 -70]
Recon[4:9]:    [-66 -71 -71 -71 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (LMS Hamilton Beats (5min)):
Original[4:9]: [-75 -76 -73 -75 -72]
Recon[4:9]:    [-75 -76 -73 -75 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (LMS Hamilton Beats (5min)):
Original[4:9]: [-88 -85 -88 -87 -91]
Recon[4:9]:    [-88 -85 -88 -87 -91]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (LMS Hamilton Beats (5min)):
Original[4:9]: [-86 -83 -84 -80 -78]
Recon[4:9]:    [-86 -83 -84 -80 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (LMS Hamilton Beats (5min)):
Original[4:9]: [-66 -63 -62 -62 -64]
Recon[4:9]:    [-66 -63 -62 -62 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (LMS Hamilton Beats (5min)):
Original[4:9]: [-67 -72 -72 -70 -67]
Recon[4:9]:    [-67 -72 -72 -70 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (LMS Hamilton Beats (5min)):
Original[4:9]: [-44 -45 -47 -46 -44]
Recon[4:9]:    [-44 -45 -47 -46 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (LMS Hamilton Beats (5min)):
Original[4:9]: [-43 -46 -47 -48 -48]
Recon[4:9]:    [-43 -46 -47 -48 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (LMS Hamilton Beats (5min)):
Original[4:9]: [-35 -36 -31 -31 -31]
Recon[4:9]:    [-35 -36 -31 -31 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (LMS Hamilton Beats (5min)):
Original[4:9]: [-30 -28 -23 -27 -28]
Recon[4:9]:    [-30 -28 -23 -27 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (LMS Hamilton Beats (5min)):
Original[4:9]: [-34 -38 -40 -39 -38]
Recon[4:9]:    [-34 -38 -40 -39 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (LMS Hamilton Beats (5min)):
Original[4:9]: [-63 -60 -60 -61 -65]
Recon[4:9]:    [-63 -60 -60 -61 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (LMS Hamilton Beats (5min)):
Original[4:9]: [-36 -33 -29 -29 -27]
Recon[4:9]:    [-36 -33 -29 -29 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -57 -53 -55 -61]
Recon[4:9]:    [-59 -57 -53 -55 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (LMS Hamilton Beats (5min)):
Original[4:9]: [-51 -45 -46 -44 -44]
Recon[4:9]:    [-51 -45 -46 -44 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (LMS Hamilton Beats (5min)):
Original[4:9]: [-35 -34 -32 -29 -33]
Recon[4:9]:    [-35 -34 -32 -29 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (LMS Hamilton Beats (5min)):
Original[4:9]: [-35 -34 -34 -29 -29]
Recon[4:9]:    [-35 -34 -34 -29 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (LMS Hamilton Beats (5min)):
Original[4:9]: [-25 -24 -20 -20 -18]
Recon[4:9]:    [-25 -24 -20 -20 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (LMS Hamilton Beats (5min)):
Original[4:9]: [-39 -40 -42 -38 -36]
Recon[4:9]:    [-39 -40 -42 -38 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (LMS Hamilton Beats (5min)):
Original[4:9]: [-23 -21 -26 -23 -22]
Recon[4:9]:    [-23 -21 -26 -23 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (LMS Hamilton Beats (5min)):
Original[4:9]: [-29 -27 -29 -29 -33]
Recon[4:9]:    [-29 -27 -29 -29 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (LMS Hamilton Beats (5min)):
Original[4:9]: [-44 -42 -44 -42 -47]
Recon[4:9]:    [-44 -42 -44 -42 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (LMS Hamilton Beats (5min)):
Original[4:9]: [-44 -41 -41 -38 -40]
Recon[4:9]:    [-44 -41 -41 -38 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (LMS Hamilton Beats (5min)):
Original[4:9]: [-52 -54 -53 -52 -51]
Recon[4:9]:    [-52 -54 -53 -52 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 53 (LMS Hamilton Beats (5min)):
Original[4:9]: [-22 -18 -17 -16 -21]
Recon[4:9]:    [-22 -18 -17 -16 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 54 (LMS Hamilton Beats (5min)):
Original[4:9]: [-64 -64 -64 -68 -62]
Recon[4:9]:    [-64 -64 -64 -68 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 55 (LMS Hamilton Beats (5min)):
Original[4:9]: [-40 -42 -47 -41 -40]
Recon[4:9]:    [-40 -42 -47 -41 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 56 (LMS Hamilton Beats (5min)):
Original[4:9]: [-40 -40 -37 -38 -41]
Recon[4:9]:    [-40 -40 -37 -38 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 57 (LMS Hamilton Beats (5min)):
Original[4:9]: [-48 -50 -49 -45 -43]
Recon[4:9]:    [-48 -50 -49 -45 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 58 (LMS Hamilton Beats (5min)):
Original[4:9]: [-34 -35 -37 -41 -39]
Recon[4:9]:    [-34 -35 -37 -41 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 59 (LMS Hamilton Beats (5min)):
Original[4:9]: [-24 -20 -19 -16 -17]
Recon[4:9]:    [-24 -20 -19 -16 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 60 (LMS Hamilton Beats (5min)):
Original[4:9]: [-26 -23 -21 -21 -24]
Recon[4:9]:    [-26 -23 -21 -21 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 61 (LMS Hamilton Beats (5min)):
Original[4:9]: [-1 -3 -5 -1  3]
Recon[4:9]:    [-1 -3 -5 -1  3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 62 (LMS Hamilton Beats (5min)):
Original[4:9]: [-10  -5  -8  -9 -10]
Recon[4:9]:    [-10  -5  -8  -9 -10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 63 (LMS Hamilton Beats (5min)):
Original[4:9]: [-29 -28 -25 -22 -23]
Recon[4:9]:    [-29 -28 -25 -22 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 64 (LMS Hamilton Beats (5min)):
Original[4:9]: [-35 -31 -25 -29 -29]
Recon[4:9]:    [-35 -31 -25 -29 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 65 (LMS Hamilton Beats (5min)):
Original[4:9]: [-43 -44 -44 -42 -42]
Recon[4:9]:    [-43 -44 -44 -42 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 66 (LMS Hamilton Beats (5min)):
Original[4:9]: [-21 -19 -20 -23 -21]
Recon[4:9]:    [-21 -19 -20 -23 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 67 (LMS Hamilton Beats (5min)):
Original[4:9]: [-41 -39 -41 -44 -45]
Recon[4:9]:    [-41 -39 -41 -44 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 68 (LMS Hamilton Beats (5min)):
Original[4:9]: [-14 -17 -19 -21 -19]
Recon[4:9]:    [-14 -17 -19 -21 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 69 (LMS Hamilton Beats (5min)):
Original[4:9]: [-34 -32 -31 -32 -37]
Recon[4:9]:    [-34 -32 -31 -32 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 70 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -57 -56 -55 -52]
Recon[4:9]:    [-56 -57 -56 -55 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 71 (LMS Hamilton Beats (5min)):
Original[4:9]: [-42 -40 -36 -38 -39]
Recon[4:9]:    [-42 -40 -36 -38 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 72 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -59 -63 -63 -63]
Recon[4:9]:    [-56 -59 -63 -63 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 73 (LMS Hamilton Beats (5min)):
Original[4:9]: [-55 -51 -49 -50 -54]
Recon[4:9]:    [-55 -51 -49 -50 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 74 (LMS Hamilton Beats (5min)):
Original[4:9]: [-78 -76 -71 -67 -67]
Recon[4:9]:    [-78 -76 -71 -67 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 75 (LMS Hamilton Beats (5min)):
Original[4:9]: [-48 -53 -54 -56 -54]
Recon[4:9]:    [-48 -53 -54 -56 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 76 (LMS Hamilton Beats (5min)):
Original[4:9]: [-47 -48 -50 -52 -50]
Recon[4:9]:    [-47 -48 -50 -52 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 77 (LMS Hamilton Beats (5min)):
Original[4:9]: [-48 -50 -53 -52 -50]
Recon[4:9]:    [-48 -50 -53 -52 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 78 (LMS Hamilton Beats (5min)):
Original[4:9]: [-45 -47 -40 -40 -43]
Recon[4:9]:    [-45 -47 -40 -40 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 79 (LMS Hamilton Beats (5min)):
Original[4:9]: [-45 -41 -43 -46 -46]
Recon[4:9]:    [-45 -41 -43 -46 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 80 (LMS Hamilton Beats (5min)):
Original[4:9]: [-48 -48 -46 -48 -55]
Recon[4:9]:    [-48 -48 -46 -48 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 81 (LMS Hamilton Beats (5min)):
Original[4:9]: [-49 -49 -54 -52 -54]
Recon[4:9]:    [-49 -49 -54 -52 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 82 (LMS Hamilton Beats (5min)):
Original[4:9]: [-30 -29 -31 -36 -37]
Recon[4:9]:    [-30 -29 -31 -36 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 83 (LMS Hamilton Beats (5min)):
Original[4:9]: [-45 -42 -41 -41 -41]
Recon[4:9]:    [-45 -42 -41 -41 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 84 (LMS Hamilton Beats (5min)):
Original[4:9]: [-25 -24 -20 -18 -19]
Recon[4:9]:    [-25 -24 -20 -18 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 85 (LMS Hamilton Beats (5min)):
Original[4:9]: [-30 -29 -24 -25 -25]
Recon[4:9]:    [-30 -29 -24 -25 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 86 (LMS Hamilton Beats (5min)):
Original[4:9]: [-30 -31 -28 -29 -29]
Recon[4:9]:    [-30 -31 -28 -29 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 87 (LMS Hamilton Beats (5min)):
Original[4:9]: [-37 -34 -31 -28 -26]
Recon[4:9]:    [-37 -34 -31 -28 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 88 (LMS Hamilton Beats (5min)):
Original[4:9]: [-55 -48 -48 -49 -50]
Recon[4:9]:    [-55 -48 -48 -49 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 89 (LMS Hamilton Beats (5min)):
Original[4:9]: [-64 -64 -61 -60 -55]
Recon[4:9]:    [-64 -64 -61 -60 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 90 (LMS Hamilton Beats (5min)):
Original[4:9]: [-58 -55 -58 -64 -62]
Recon[4:9]:    [-58 -55 -58 -64 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 91 (LMS Hamilton Beats (5min)):
Original[4:9]: [-86 -85 -78 -74 -74]
Recon[4:9]:    [-86 -85 -78 -74 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 92 (LMS Hamilton Beats (5min)):
Original[4:9]: [-72 -67 -66 -62 -61]
Recon[4:9]:    [-72 -67 -66 -62 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 93 (LMS Hamilton Beats (5min)):
Original[4:9]: [-71 -75 -80 -81 -82]
Recon[4:9]:    [-71 -75 -80 -81 -82]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 94 (LMS Hamilton Beats (5min)):
Original[4:9]: [-87 -89 -87 -82 -82]
Recon[4:9]:    [-87 -89 -87 -82 -82]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 95 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -55 -56 -56 -51]
Recon[4:9]:    [-59 -55 -56 -56 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 96 (LMS Hamilton Beats (5min)):
Original[4:9]: [-76 -70 -68 -66 -66]
Recon[4:9]:    [-76 -70 -68 -66 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 97 (LMS Hamilton Beats (5min)):
Original[4:9]: [-51 -54 -55 -59 -60]
Recon[4:9]:    [-51 -54 -55 -59 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 98 (LMS Hamilton Beats (5min)):
Original[4:9]: [-93 -75 -74 -81 -95]
Recon[4:9]:    [-93 -75 -74 -81 -95]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 99 (LMS Hamilton Beats (5min)):
Original[4:9]: [-89 -73 -72 -73 -72]
Recon[4:9]:    [-89 -73 -72 -73 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 100 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -97  -98 -102 -104 -105]
Recon[4:9]:    [ -97  -98 -102 -104 -105]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 101 (LMS Hamilton Beats (5min)):
Original[4:9]: [-93 -92 -94 -90 -87]
Recon[4:9]:    [-93 -92 -94 -90 -87]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 102 (LMS Hamilton Beats (5min)):
Original[4:9]: [89 85 79 72 72]
Recon[4:9]:    [89 85 79 72 72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 103 (LMS Hamilton Beats (5min)):
Original[4:9]: [-55 -52 -53 -60 -68]
Recon[4:9]:    [-55 -52 -53 -60 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 104 (LMS Hamilton Beats (5min)):
Original[4:9]: [125 131 124 122 123]
Recon[4:9]:    [125 131 124 122 123]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 105 (LMS Hamilton Beats (5min)):
Original[4:9]: [-46 -51 -53 -53 -52]
Recon[4:9]:    [-46 -51 -53 -53 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 106 (LMS Hamilton Beats (5min)):
Original[4:9]: [-9 -8 -9 -4 -7]
Recon[4:9]:    [-9 -8 -9 -4 -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 107 (LMS Hamilton Beats (5min)):
Original[4:9]: [67 65 68 66 69]
Recon[4:9]:    [67 65 68 66 69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 108 (LMS Hamilton Beats (5min)):
Original[4:9]: [-79 -76 -74 -78 -82]
Recon[4:9]:    [-79 -76 -74 -78 -82]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 109 (LMS Hamilton Beats (5min)):
Original[4:9]: [83 80 80 77 74]
Recon[4:9]:    [83 80 80 77 74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 110 (LMS Hamilton Beats (5min)):
Original[4:9]: [-60 -64 -67 -69 -68]
Recon[4:9]:    [-60 -64 -67 -69 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 111 (LMS Hamilton Beats (5min)):
Original[4:9]: [82 82 82 84 83]
Recon[4:9]:    [82 82 82 84 83]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 112 (LMS Hamilton Beats (5min)):
Original[4:9]: [-73 -75 -79 -84 -83]
Recon[4:9]:    [-73 -75 -79 -84 -83]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 113 (LMS Hamilton Beats (5min)):
Original[4:9]: [99 97 98 99 99]
Recon[4:9]:    [99 97 98 99 99]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 114 (LMS Hamilton Beats (5min)):
Original[4:9]: [-32 -32 -33 -35 -39]
Recon[4:9]:    [-32 -32 -33 -35 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 115 (LMS Hamilton Beats (5min)):
Original[4:9]: [ 0 -1 -4 -9 -8]
Recon[4:9]:    [ 0 -1 -4 -9 -8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 116 (LMS Hamilton Beats (5min)):
Original[4:9]: [56 60 68 64 61]
Recon[4:9]:    [56 60 68 64 61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 117 (LMS Hamilton Beats (5min)):
Original[4:9]: [-64 -59 -60 -64 -72]
Recon[4:9]:    [-64 -59 -60 -64 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 118 (LMS Hamilton Beats (5min)):
Original[4:9]: [ 87  84  89  96 105]
Recon[4:9]:    [ 87  84  89  96 105]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 119 (LMS Hamilton Beats (5min)):
Original[4:9]: [-48 -39 -39 -43 -47]
Recon[4:9]:    [-48 -39 -39 -43 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 120 (LMS Hamilton Beats (5min)):
Original[4:9]: [12  8  5  4  7]
Recon[4:9]:    [12  8  5  4  7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 121 (LMS Hamilton Beats (5min)):
Original[4:9]: [46 48 53 55 53]
Recon[4:9]:    [46 48 53 55 53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 122 (LMS Hamilton Beats (5min)):
Original[4:9]: [-85 -84 -86 -85 -84]
Recon[4:9]:    [-85 -84 -86 -85 -84]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 123 (LMS Hamilton Beats (5min)):
Original[4:9]: [15 15 12 11 14]
Recon[4:9]:    [15 15 12 11 14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 124 (LMS Hamilton Beats (5min)):
Original[4:9]: [63 64 63 65 67]
Recon[4:9]:    [63 64 63 65 67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 125 (LMS Hamilton Beats (5min)):
Original[4:9]: [-76 -81 -80 -81 -80]
Recon[4:9]:    [-76 -81 -80 -81 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 126 (LMS Hamilton Beats (5min)):
Original[4:9]: [52 59 64 64 66]
Recon[4:9]:    [52 59 64 64 66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 127 (LMS Hamilton Beats (5min)):
Original[4:9]: [-84 -83 -80 -81 -80]
Recon[4:9]:    [-84 -83 -80 -81 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 128 (LMS Hamilton Beats (5min)):
Original[4:9]: [82 76 80 87 95]
Recon[4:9]:    [82 76 80 87 95]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 129 (LMS Hamilton Beats (5min)):
Original[4:9]: [128 130 137 145 152]
Recon[4:9]:    [128 130 137 145 152]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 130 (LMS Hamilton Beats (5min)):
Original[4:9]: [-55 -55 -54 -53 -51]
Recon[4:9]:    [-55 -55 -54 -53 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 131 (LMS Hamilton Beats (5min)):
Original[4:9]: [69 76 81 85 85]
Recon[4:9]:    [69 76 81 85 85]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 132 (LMS Hamilton Beats (5min)):
Original[4:9]: [-61 -65 -65 -63 -61]
Recon[4:9]:    [-61 -65 -65 -63 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 133 (LMS Hamilton Beats (5min)):
Original[4:9]: [57 53 52 55 51]
Recon[4:9]:    [57 53 52 55 51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 134 (LMS Hamilton Beats (5min)):
Original[4:9]: [-90 -94 -95 -95 -89]
Recon[4:9]:    [-90 -94 -95 -95 -89]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 135 (LMS Hamilton Beats (5min)):
Original[4:9]: [63 60 59 57 58]
Recon[4:9]:    [63 60 59 57 58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 136 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -59 -56 -54 -50]
Recon[4:9]:    [-59 -59 -56 -54 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 137 (LMS Hamilton Beats (5min)):
Original[4:9]: [46 46 52 57 59]
Recon[4:9]:    [46 46 52 57 59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 138 (LMS Hamilton Beats (5min)):
Original[4:9]: [-76 -66 -63 -63 -68]
Recon[4:9]:    [-76 -66 -63 -63 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 139 (LMS Hamilton Beats (5min)):
Original[4:9]: [ 87  90  96 107 112]
Recon[4:9]:    [ 87  90  96 107 112]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 140 (LMS Hamilton Beats (5min)):
Original[4:9]: [123 133 143 148 155]
Recon[4:9]:    [123 133 143 148 155]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 141 (LMS Hamilton Beats (5min)):
Original[4:9]: [-41 -39 -45 -49 -52]
Recon[4:9]:    [-41 -39 -45 -49 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 142 (LMS Hamilton Beats (5min)):
Original[4:9]: [72 72 69 69 70]
Recon[4:9]:    [72 72 69 69 70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 143 (LMS Hamilton Beats (5min)):
Original[4:9]: [-50 -50 -51 -56 -51]
Recon[4:9]:    [-50 -50 -51 -56 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 144 (LMS Hamilton Beats (5min)):
Original[4:9]: [88 97 98 98 99]
Recon[4:9]:    [88 97 98 98 99]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 145 (LMS Hamilton Beats (5min)):
Original[4:9]: [-49 -48 -47 -47 -45]
Recon[4:9]:    [-49 -48 -47 -47 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 146 (LMS Hamilton Beats (5min)):
Original[4:9]: [21 22 20 24 29]
Recon[4:9]:    [21 22 20 24 29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 147 (LMS Hamilton Beats (5min)):
Original[4:9]: [-63 -64 -63 -61 -64]
Recon[4:9]:    [-63 -64 -63 -61 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 148 (LMS Hamilton Beats (5min)):
Original[4:9]: [63 63 60 62 65]
Recon[4:9]:    [63 63 60 62 65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 149 (LMS Hamilton Beats (5min)):
Original[4:9]: [-68 -69 -71 -71 -72]
Recon[4:9]:    [-68 -69 -71 -71 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 150 (LMS Hamilton Beats (5min)):
Original[4:9]: [37 35 38 39 45]
Recon[4:9]:    [37 35 38 39 45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 151 (LMS Hamilton Beats (5min)):
Original[4:9]: [-100 -101 -100  -96  -95]
Recon[4:9]:    [-100 -101 -100  -96  -95]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 152 (LMS Hamilton Beats (5min)):
Original[4:9]: [44 46 39 32 29]
Recon[4:9]:    [44 46 39 32 29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 153 (LMS Hamilton Beats (5min)):
Original[4:9]: [-70 -70 -68 -67 -63]
Recon[4:9]:    [-70 -70 -68 -67 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 154 (LMS Hamilton Beats (5min)):
Original[4:9]: [70 72 76 79 77]
Recon[4:9]:    [70 72 76 79 77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 155 (LMS Hamilton Beats (5min)):
Original[4:9]: [-88 -79 -78 -78 -80]
Recon[4:9]:    [-88 -79 -78 -78 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 156 (LMS Hamilton Beats (5min)):
Original[4:9]: [54 60 53 55 54]
Recon[4:9]:    [54 60 53 55 54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 157 (LMS Hamilton Beats (5min)):
Original[4:9]: [-71 -70 -71 -70 -70]
Recon[4:9]:    [-71 -70 -71 -70 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 158 (LMS Hamilton Beats (5min)):
Original[4:9]: [57 53 53 56 57]
Recon[4:9]:    [57 53 53 56 57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 159 (LMS Hamilton Beats (5min)):
Original[4:9]: [-28 -32 -32 -33 -33]
Recon[4:9]:    [-28 -32 -32 -33 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 160 (LMS Hamilton Beats (5min)):
Original[4:9]: [-14 -14 -16 -19 -21]
Recon[4:9]:    [-14 -14 -16 -19 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 161 (LMS Hamilton Beats (5min)):
Original[4:9]: [-74 -71 -74 -74 -74]
Recon[4:9]:    [-74 -71 -74 -74 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 162 (LMS Hamilton Beats (5min)):
Original[4:9]: [43 41 36 34 34]
Recon[4:9]:    [43 41 36 34 34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 163 (LMS Hamilton Beats (5min)):
Original[4:9]: [112 115 120 118 120]
Recon[4:9]:    [112 115 120 118 120]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 164 (LMS Hamilton Beats (5min)):
Original[4:9]: [-70 -72 -68 -66 -62]
Recon[4:9]:    [-70 -72 -68 -66 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 165 (LMS Hamilton Beats (5min)):
Original[4:9]: [55 54 56 62 63]
Recon[4:9]:    [55 54 56 62 63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 166 (LMS Hamilton Beats (5min)):
Original[4:9]: [-48 -47 -43 -42 -45]
Recon[4:9]:    [-48 -47 -43 -42 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 167 (LMS Hamilton Beats (5min)):
Original[4:9]: [92 95 88 88 88]
Recon[4:9]:    [92 95 88 88 88]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 168 (LMS Hamilton Beats (5min)):
Original[4:9]: [-45 -42 -42 -40 -41]
Recon[4:9]:    [-45 -42 -42 -40 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 169 (LMS Hamilton Beats (5min)):
Original[4:9]: [-41 -41 -39 -37 -35]
Recon[4:9]:    [-41 -41 -39 -37 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 170 (LMS Hamilton Beats (5min)):
Original[4:9]: [-76 -73 -71 -70 -72]
Recon[4:9]:    [-76 -73 -71 -70 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 171 (LMS Hamilton Beats (5min)):
Original[4:9]: [-39 -34 -39 -39 -42]
Recon[4:9]:    [-39 -34 -39 -39 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 172 (LMS Hamilton Beats (5min)):
Original[4:9]: [-64 -68 -70 -71 -68]
Recon[4:9]:    [-64 -68 -70 -71 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 173 (LMS Hamilton Beats (5min)):
Original[4:9]: [34 35 33 28 26]
Recon[4:9]:    [34 35 33 28 26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 174 (LMS Hamilton Beats (5min)):
Original[4:9]: [ 97 101 102 107 107]
Recon[4:9]:    [ 97 101 102 107 107]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 175 (LMS Hamilton Beats (5min)):
Original[4:9]: [-97 -98 -96 -93 -88]
Recon[4:9]:    [-97 -98 -96 -93 -88]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 176 (LMS Hamilton Beats (5min)):
Original[4:9]: [54 55 59 64 63]
Recon[4:9]:    [54 55 59 64 63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 177 (LMS Hamilton Beats (5min)):
Original[4:9]: [-42 -42 -43 -38 -37]
Recon[4:9]:    [-42 -42 -43 -38 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 178 (LMS Hamilton Beats (5min)):
Original[4:9]: [81 80 81 83 88]
Recon[4:9]:    [81 80 81 83 88]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 179 (LMS Hamilton Beats (5min)):
Original[4:9]: [81 83 90 95 97]
Recon[4:9]:    [81 83 90 95 97]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 180 (LMS Hamilton Beats (5min)):
Original[4:9]: [-40 -40 -37 -39 -38]
Recon[4:9]:    [-40 -40 -37 -39 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 181 (LMS Hamilton Beats (5min)):
Original[4:9]: [67 65 67 69 72]
Recon[4:9]:    [67 65 67 69 72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 182 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -57 -54 -52 -55]
Recon[4:9]:    [-59 -57 -54 -52 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 183 (LMS Hamilton Beats (5min)):
Original[4:9]: [63 65 64 65 63]
Recon[4:9]:    [63 65 64 65 63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 184 (LMS Hamilton Beats (5min)):
Original[4:9]: [-55 -53 -53 -50 -53]
Recon[4:9]:    [-55 -53 -53 -50 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 185 (LMS Hamilton Beats (5min)):
Original[4:9]: [78 76 70 65 63]
Recon[4:9]:    [78 76 70 65 63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 186 (LMS Hamilton Beats (5min)):
Original[4:9]: [-62 -63 -67 -69 -68]
Recon[4:9]:    [-62 -63 -67 -69 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 187 (LMS Hamilton Beats (5min)):
Original[4:9]: [-34 -40 -39 -41 -37]
Recon[4:9]:    [-34 -40 -39 -41 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 188 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -56 -51 -53 -59]
Recon[4:9]:    [-56 -56 -51 -53 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 189 (LMS Hamilton Beats (5min)):
Original[4:9]: [-72 -75 -74 -77 -76]
Recon[4:9]:    [-72 -75 -74 -77 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 190 (LMS Hamilton Beats (5min)):
Original[4:9]: [-68 -67 -67 -65 -61]
Recon[4:9]:    [-68 -67 -67 -65 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 191 (LMS Hamilton Beats (5min)):
Original[4:9]: [-47 -45 -45 -50 -51]
Recon[4:9]:    [-47 -45 -45 -50 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 192 (LMS Hamilton Beats (5min)):
Original[4:9]: [56 57 56 50 49]
Recon[4:9]:    [56 57 56 50 49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 193 (LMS Hamilton Beats (5min)):
Original[4:9]: [69 76 73 76 76]
Recon[4:9]:    [69 76 73 76 76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 194 (LMS Hamilton Beats (5min)):
Original[4:9]: [-192 -186 -179 -173 -175]
Recon[4:9]:    [-192 -186 -179 -173 -175]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 195 (LMS Hamilton Beats (5min)):
Original[4:9]: [-87 -86 -87 -82 -79]
Recon[4:9]:    [-87 -86 -87 -82 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 196 (LMS Hamilton Beats (5min)):
Original[4:9]: [22 21 18 19 24]
Recon[4:9]:    [22 21 18 19 24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 197 (LMS Hamilton Beats (5min)):
Original[4:9]: [-78 -79 -81 -84 -84]
Recon[4:9]:    [-78 -79 -81 -84 -84]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 198 (LMS Hamilton Beats (5min)):
Original[4:9]: [-54 -56 -54 -51 -49]
Recon[4:9]:    [-54 -56 -54 -51 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 199 (LMS Hamilton Beats (5min)):
Original[4:9]: [-63 -67 -63 -62 -59]
Recon[4:9]:    [-63 -67 -63 -62 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 200 (LMS Hamilton Beats (5min)):
Original[4:9]: [-60 -57 -59 -56 -58]
Recon[4:9]:    [-60 -57 -59 -56 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 201 (LMS Hamilton Beats (5min)):
Original[4:9]: [-65 -60 -57 -58 -61]
Recon[4:9]:    [-65 -60 -57 -58 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 202 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -53 -49 -51 -51]
Recon[4:9]:    [-56 -53 -49 -51 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 203 (LMS Hamilton Beats (5min)):
Original[4:9]: [-47 -47 -45 -46 -48]
Recon[4:9]:    [-47 -47 -45 -46 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 204 (LMS Hamilton Beats (5min)):
Original[4:9]: [-50 -50 -52 -57 -63]
Recon[4:9]:    [-50 -50 -52 -57 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 205 (LMS Hamilton Beats (5min)):
Original[4:9]: [-32 -37 -43 -40 -41]
Recon[4:9]:    [-32 -37 -43 -40 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 206 (LMS Hamilton Beats (5min)):
Original[4:9]: [-49 -49 -51 -51 -53]
Recon[4:9]:    [-49 -49 -51 -51 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 207 (LMS Hamilton Beats (5min)):
Original[4:9]: [-53 -54 -52 -52 -50]
Recon[4:9]:    [-53 -54 -52 -52 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 208 (LMS Hamilton Beats (5min)):
Original[4:9]: [-24 -30 -35 -36 -39]
Recon[4:9]:    [-24 -30 -35 -36 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 209 (LMS Hamilton Beats (5min)):
Original[4:9]: [-45 -43 -42 -40 -43]
Recon[4:9]:    [-45 -43 -42 -40 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 210 (LMS Hamilton Beats (5min)):
Original[4:9]: [-69 -70 -70 -65 -66]
Recon[4:9]:    [-69 -70 -70 -65 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 211 (LMS Hamilton Beats (5min)):
Original[4:9]: [-23 -23 -26 -30 -30]
Recon[4:9]:    [-23 -23 -26 -30 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 212 (LMS Hamilton Beats (5min)):
Original[4:9]: [-20 -21 -19 -21 -24]
Recon[4:9]:    [-20 -21 -19 -21 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 213 (LMS Hamilton Beats (5min)):
Original[4:9]: [-51 -54 -51 -49 -48]
Recon[4:9]:    [-51 -54 -51 -49 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 214 (LMS Hamilton Beats (5min)):
Original[4:9]: [-43 -45 -42 -41 -42]
Recon[4:9]:    [-43 -45 -42 -41 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 215 (LMS Hamilton Beats (5min)):
Original[4:9]: [-45 -44 -48 -51 -49]
Recon[4:9]:    [-45 -44 -48 -51 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 216 (LMS Hamilton Beats (5min)):
Original[4:9]: [-27 -24 -26 -31 -30]
Recon[4:9]:    [-27 -24 -26 -31 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 217 (LMS Hamilton Beats (5min)):
Original[4:9]: [-43 -37 -34 -34 -38]
Recon[4:9]:    [-43 -37 -34 -34 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 218 (LMS Hamilton Beats (5min)):
Original[4:9]: [-35 -35 -29 -30 -31]
Recon[4:9]:    [-35 -35 -29 -30 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 219 (LMS Hamilton Beats (5min)):
Original[4:9]: [-19 -16 -21 -19 -21]
Recon[4:9]:    [-19 -16 -21 -19 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 220 (LMS Hamilton Beats (5min)):
Original[4:9]: [-32 -36 -33 -31 -29]
Recon[4:9]:    [-32 -36 -33 -31 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 221 (LMS Hamilton Beats (5min)):
Original[4:9]: [-37 -33 -32 -32 -34]
Recon[4:9]:    [-37 -33 -32 -32 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 222 (LMS Hamilton Beats (5min)):
Original[4:9]: [-46 -49 -43 -39 -36]
Recon[4:9]:    [-46 -49 -43 -39 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 223 (LMS Hamilton Beats (5min)):
Original[4:9]: [-53 -53 -49 -46 -45]
Recon[4:9]:    [-53 -53 -49 -46 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 224 (LMS Hamilton Beats (5min)):
Original[4:9]: [-38 -35 -35 -36 -41]
Recon[4:9]:    [-38 -35 -35 -36 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 225 (LMS Hamilton Beats (5min)):
Original[4:9]: [-29 -28 -27 -28 -30]
Recon[4:9]:    [-29 -28 -27 -28 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 226 (LMS Hamilton Beats (5min)):
Original[4:9]: [-27 -30 -31 -31 -27]
Recon[4:9]:    [-27 -30 -31 -31 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 227 (LMS Hamilton Beats (5min)):
Original[4:9]: [-49 -48 -49 -47 -53]
Recon[4:9]:    [-49 -48 -49 -47 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 228 (LMS Hamilton Beats (5min)):
Original[4:9]: [-38 -38 -42 -41 -38]
Recon[4:9]:    [-38 -38 -42 -41 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 229 (LMS Hamilton Beats (5min)):
Original[4:9]: [-27 -27 -28 -32 -34]
Recon[4:9]:    [-27 -27 -28 -32 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 230 (LMS Hamilton Beats (5min)):
Original[4:9]: [-35 -36 -41 -39 -34]
Recon[4:9]:    [-35 -36 -41 -39 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 231 (LMS Hamilton Beats (5min)):
Original[4:9]: [-30 -30 -34 -35 -35]
Recon[4:9]:    [-30 -30 -34 -35 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 232 (LMS Hamilton Beats (5min)):
Original[4:9]: [-55 -52 -53 -54 -57]
Recon[4:9]:    [-55 -52 -53 -54 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 233 (LMS Hamilton Beats (5min)):
Original[4:9]: [-30 -34 -35 -37 -32]
Recon[4:9]:    [-30 -34 -35 -37 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 234 (LMS Hamilton Beats (5min)):
Original[4:9]: [-78 -76 -73 -75 -77]
Recon[4:9]:    [-78 -76 -73 -75 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 235 (LMS Hamilton Beats (5min)):
Original[4:9]: [-35 -33 -29 -30 -35]
Recon[4:9]:    [-35 -33 -29 -30 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 236 (LMS Hamilton Beats (5min)):
Original[4:9]: [-19 -20 -23 -23 -26]
Recon[4:9]:    [-19 -20 -23 -23 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 237 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -56 -57 -52 -50]
Recon[4:9]:    [-56 -56 -57 -52 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 238 (LMS Hamilton Beats (5min)):
Original[4:9]: [-48 -48 -47 -48 -52]
Recon[4:9]:    [-48 -48 -47 -48 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 239 (LMS Hamilton Beats (5min)):
Original[4:9]: [-42 -40 -36 -35 -36]
Recon[4:9]:    [-42 -40 -36 -35 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 240 (LMS Hamilton Beats (5min)):
Original[4:9]: [-29 -30 -30 -28 -25]
Recon[4:9]:    [-29 -30 -30 -28 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 241 (LMS Hamilton Beats (5min)):
Original[4:9]: [-30 -31 -33 -32 -35]
Recon[4:9]:    [-30 -31 -33 -32 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 242 (LMS Hamilton Beats (5min)):
Original[4:9]: [-39 -39 -38 -37 -37]
Recon[4:9]:    [-39 -39 -38 -37 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 243 (LMS Hamilton Beats (5min)):
Original[4:9]: [-23 -24 -22 -20 -23]
Recon[4:9]:    [-23 -24 -22 -20 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 244 (LMS Hamilton Beats (5min)):
Original[4:9]: [-28 -27 -30 -29 -25]
Recon[4:9]:    [-28 -27 -30 -29 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 245 (LMS Hamilton Beats (5min)):
Original[4:9]: [-30 -32 -30 -28 -28]
Recon[4:9]:    [-30 -32 -30 -28 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 246 (LMS Hamilton Beats (5min)):
Original[4:9]: [-35 -36 -33 -29 -29]
Recon[4:9]:    [-35 -36 -33 -29 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 247 (LMS Hamilton Beats (5min)):
Original[4:9]: [-19 -23 -22 -24 -22]
Recon[4:9]:    [-19 -23 -22 -24 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 248 (LMS Hamilton Beats (5min)):
Original[4:9]: [-49 -48 -43 -40 -43]
Recon[4:9]:    [-49 -48 -43 -40 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 249 (LMS Hamilton Beats (5min)):
Original[4:9]: [-53 -54 -55 -51 -49]
Recon[4:9]:    [-53 -54 -55 -51 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 250 (LMS Hamilton Beats (5min)):
Original[4:9]: [-19 -24 -30 -33 -32]
Recon[4:9]:    [-19 -24 -30 -33 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 251 (LMS Hamilton Beats (5min)):
Original[4:9]: [-48 -45 -44 -42 -45]
Recon[4:9]:    [-48 -45 -44 -42 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 252 (LMS Hamilton Beats (5min)):
Original[4:9]: [-43 -47 -50 -52 -48]
Recon[4:9]:    [-43 -47 -50 -52 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 253 (LMS Hamilton Beats (5min)):
Original[4:9]: [-44 -48 -44 -43 -37]
Recon[4:9]:    [-44 -48 -44 -43 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 254 (LMS Hamilton Beats (5min)):
Original[4:9]: [-40 -39 -40 -39 -34]
Recon[4:9]:    [-40 -39 -40 -39 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 255 (LMS Hamilton Beats (5min)):
Original[4:9]: [-46 -47 -48 -53 -54]
Recon[4:9]:    [-46 -47 -48 -53 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 256 (LMS Hamilton Beats (5min)):
Original[4:9]: [-70 -68 -67 -66 -65]
Recon[4:9]:    [-70 -68 -67 -66 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 257 (LMS Hamilton Beats (5min)):
Original[4:9]: [-43 -43 -42 -45 -45]
Recon[4:9]:    [-43 -43 -42 -45 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 258 (LMS Hamilton Beats (5min)):
Original[4:9]: [-64 -62 -60 -62 -61]
Recon[4:9]:    [-64 -62 -60 -62 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 259 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -61 -64 -61 -60]
Recon[4:9]:    [-57 -61 -64 -61 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 260 (LMS Hamilton Beats (5min)):
Original[4:9]: [-85 -84 -85 -78 -66]
Recon[4:9]:    [-85 -84 -85 -78 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 261 (LMS Hamilton Beats (5min)):
Original[4:9]: [-80 -76 -78 -86 -85]
Recon[4:9]:    [-80 -76 -78 -86 -85]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 262 (LMS Hamilton Beats (5min)):
Original[4:9]: [-66 -70 -69 -59 -53]
Recon[4:9]:    [-66 -70 -69 -59 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 263 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -59 -60 -57 -56]
Recon[4:9]:    [-57 -59 -60 -57 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 264 (LMS Hamilton Beats (5min)):
Original[4:9]: [-68 -70 -74 -70 -67]
Recon[4:9]:    [-68 -70 -74 -70 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 265 (LMS Hamilton Beats (5min)):
Original[4:9]: [-61 -62 -63 -63 -67]
Recon[4:9]:    [-61 -62 -63 -63 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 266 (LMS Hamilton Beats (5min)):
Original[4:9]: [-72 -72 -69 -66 -66]
Recon[4:9]:    [-72 -72 -69 -66 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 267 (LMS Hamilton Beats (5min)):
Original[4:9]: [-22 -17 -18 -21 -20]
Recon[4:9]:    [-22 -17 -18 -21 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 268 (LMS Hamilton Beats (5min)):
Original[4:9]: [-38 -36 -35 -38 -41]
Recon[4:9]:    [-38 -36 -35 -38 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 269 (LMS Hamilton Beats (5min)):
Original[4:9]: [-116 -115 -114 -118 -115]
Recon[4:9]:    [-116 -115 -114 -118 -115]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 270 (LMS Hamilton Beats (5min)):
Original[4:9]: [-111 -115 -116 -116 -111]
Recon[4:9]:    [-111 -115 -116 -116 -111]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 271 (LMS Hamilton Beats (5min)):
Original[4:9]: [-87 -94 -94 -92 -89]
Recon[4:9]:    [-87 -94 -94 -92 -89]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 272 (LMS Hamilton Beats (5min)):
Original[4:9]: [-80 -80 -81 -80 -78]
Recon[4:9]:    [-80 -80 -81 -80 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 273 (LMS Hamilton Beats (5min)):
Original[4:9]: [-25 -28 -28 -24 -22]
Recon[4:9]:    [-25 -28 -28 -24 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 274 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -99 -102  -98  -94  -94]
Recon[4:9]:    [ -99 -102  -98  -94  -94]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 275 (LMS Hamilton Beats (5min)):
Original[4:9]: [-75 -65 -67 -68 -72]
Recon[4:9]:    [-75 -65 -67 -68 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 276 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -59 -59 -60 -61]
Recon[4:9]:    [-59 -59 -59 -60 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 277 (LMS Hamilton Beats (5min)):
Original[4:9]: [-97 -94 -94 -93 -97]
Recon[4:9]:    [-97 -94 -94 -93 -97]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 278 (LMS Hamilton Beats (5min)):
Original[4:9]: [-86 -89 -86 -82 -77]
Recon[4:9]:    [-86 -89 -86 -82 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 279 (LMS Hamilton Beats (5min)):
Original[4:9]: [-75 -73 -73 -73 -74]
Recon[4:9]:    [-75 -73 -73 -73 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 280 (LMS Hamilton Beats (5min)):
Original[4:9]: [-64 -62 -62 -66 -62]
Recon[4:9]:    [-64 -62 -62 -66 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 281 (LMS Hamilton Beats (5min)):
Original[4:9]: [83 86 88 84 78]
Recon[4:9]:    [83 86 88 84 78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 282 (LMS Hamilton Beats (5min)):
Original[4:9]: [-111 -115 -116 -118 -110]
Recon[4:9]:    [-111 -115 -116 -118 -110]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 283 (LMS Hamilton Beats (5min)):
Original[4:9]: [-44 -41 -42 -38 -33]
Recon[4:9]:    [-44 -41 -42 -38 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 284 (LMS Hamilton Beats (5min)):
Original[4:9]: [-37 -38 -35 -30 -27]
Recon[4:9]:    [-37 -38 -35 -30 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 285 (LMS Hamilton Beats (5min)):
Original[4:9]: [-60 -63 -66 -65 -62]
Recon[4:9]:    [-60 -63 -66 -65 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 286 (LMS Hamilton Beats (5min)):
Original[4:9]: [-89 -90 -91 -95 -93]
Recon[4:9]:    [-89 -90 -91 -95 -93]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 287 (LMS Hamilton Beats (5min)):
Original[4:9]: [-81 -83 -83 -82 -81]
Recon[4:9]:    [-81 -83 -83 -82 -81]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 288 (LMS Hamilton Beats (5min)):
Original[4:9]: [-72 -72 -77 -80 -77]
Recon[4:9]:    [-72 -72 -77 -80 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 289 (LMS Hamilton Beats (5min)):
Original[4:9]: [-68 -70 -68 -69 -63]
Recon[4:9]:    [-68 -70 -68 -69 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 290 (LMS Hamilton Beats (5min)):
Original[4:9]: [-58 -58 -55 -52 -54]
Recon[4:9]:    [-58 -58 -55 -52 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 291 (LMS Hamilton Beats (5min)):
Original[4:9]: [-64 -68 -65 -61 -58]
Recon[4:9]:    [-64 -68 -65 -61 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 292 (LMS Hamilton Beats (5min)):
Original[4:9]: [-76 -77 -72 -72 -71]
Recon[4:9]:    [-76 -77 -72 -72 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 293 (LMS Hamilton Beats (5min)):
Original[4:9]: [-54 -50 -52 -52 -52]
Recon[4:9]:    [-54 -50 -52 -52 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 294 (LMS Hamilton Beats (5min)):
Original[4:9]: [-35 -33 -30 -29 -29]
Recon[4:9]:    [-35 -33 -30 -29 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 295 (LMS Hamilton Beats (5min)):
Original[4:9]: [-51 -50 -46 -43 -43]
Recon[4:9]:    [-51 -50 -46 -43 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 296 (LMS Hamilton Beats (5min)):
Original[4:9]: [-64 -66 -67 -64 -60]
Recon[4:9]:    [-64 -66 -67 -64 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 297 (LMS Hamilton Beats (5min)):
Original[4:9]: [-51 -53 -56 -54 -51]
Recon[4:9]:    [-51 -53 -56 -54 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 298 (LMS Hamilton Beats (5min)):
Original[4:9]: [-19 -18 -22 -25 -23]
Recon[4:9]:    [-19 -18 -22 -25 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 299 (LMS Hamilton Beats (5min)):
Original[4:9]: [-42 -41 -44 -41 -37]
Recon[4:9]:    [-42 -41 -44 -41 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 300 (LMS Hamilton Beats (5min)):
Original[4:9]: [-49 -48 -46 -42 -42]
Recon[4:9]:    [-49 -48 -46 -42 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 301 (LMS Hamilton Beats (5min)):
Original[4:9]: [-23 -21 -19 -20 -23]
Recon[4:9]:    [-23 -21 -19 -20 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 302 (LMS Hamilton Beats (5min)):
Original[4:9]: [-37 -34 -33 -32 -34]
Recon[4:9]:    [-37 -34 -33 -32 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 303 (LMS Hamilton Beats (5min)):
Original[4:9]: [-36 -39 -41 -41 -36]
Recon[4:9]:    [-36 -39 -41 -41 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 304 (LMS Hamilton Beats (5min)):
Original[4:9]: [-27 -30 -26 -22 -24]
Recon[4:9]:    [-27 -30 -26 -22 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 305 (LMS Hamilton Beats (5min)):
Original[4:9]: [-51 -50 -53 -54 -53]
Recon[4:9]:    [-51 -50 -53 -54 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 306 (LMS Hamilton Beats (5min)):
Original[4:9]: [-53 -54 -55 -57 -57]
Recon[4:9]:    [-53 -54 -55 -57 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 307 (LMS Hamilton Beats (5min)):
Original[4:9]: [-50 -51 -52 -49 -49]
Recon[4:9]:    [-50 -51 -52 -49 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 308 (LMS Hamilton Beats (5min)):
Original[4:9]: [-44 -41 -42 -44 -49]
Recon[4:9]:    [-44 -41 -42 -44 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 309 (LMS Hamilton Beats (5min)):
Original[4:9]: [-54 -55 -56 -53 -52]
Recon[4:9]:    [-54 -55 -56 -53 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 310 (LMS Hamilton Beats (5min)):
Original[4:9]: [-52 -50 -50 -51 -51]
Recon[4:9]:    [-52 -50 -50 -51 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 311 (LMS Hamilton Beats (5min)):
Original[4:9]: [-47 -51 -48 -48 -46]
Recon[4:9]:    [-47 -51 -48 -48 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 312 (LMS Hamilton Beats (5min)):
Original[4:9]: [-40 -40 -41 -41 -36]
Recon[4:9]:    [-40 -40 -41 -41 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 313 (LMS Hamilton Beats (5min)):
Original[4:9]: [-44 -44 -42 -41 -47]
Recon[4:9]:    [-44 -44 -42 -41 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 314 (LMS Hamilton Beats (5min)):
Original[4:9]: [-48 -49 -51 -53 -56]
Recon[4:9]:    [-48 -49 -51 -53 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 315 (LMS Hamilton Beats (5min)):
Original[4:9]: [-51 -53 -49 -50 -53]
Recon[4:9]:    [-51 -53 -49 -50 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- LMS Hamilton Beats (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added LMS results for Hamilton Beats: CR Rice=1.616, CR Huff=1.689, mean L2=31.24613
Best params for NLMS Hamilton Beats (10s): {'order': 4, 'mu': 0.01} (avg l2-norm=0.00000)

DEBUG Segment 0 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-62 -62 -62 -62 -58]
Recon[4:9]:    [-62 -62 -62 -62 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-31 -33 -34 -34 -33]
Recon[4:9]:    [-31 -33 -34 -34 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -60 -58 -58 -58]
Recon[4:9]:    [-57 -60 -58 -58 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-51 -51 -45 -43 -50]
Recon[4:9]:    [-51 -51 -45 -43 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-67 -64 -58 -59 -60]
Recon[4:9]:    [-67 -64 -58 -59 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-52 -49 -48 -50 -51]
Recon[4:9]:    [-52 -49 -48 -50 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -56 -60 -66 -70]
Recon[4:9]:    [-59 -56 -60 -66 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-24 -23 -27 -30 -32]
Recon[4:9]:    [-24 -23 -27 -30 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-95 -98 -99 -99 -97]
Recon[4:9]:    [-95 -98 -99 -99 -97]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-84 -84 -83 -81 -78]
Recon[4:9]:    [-84 -84 -83 -81 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-100  -99 -100  -99  -97]
Recon[4:9]:    [-100  -99 -100  -99  -97]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-76 -73 -74 -71 -74]
Recon[4:9]:    [-76 -73 -74 -71 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-52 -51 -49 -48 -51]
Recon[4:9]:    [-52 -51 -49 -48 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-64 -62 -61 -57 -54]
Recon[4:9]:    [-64 -62 -61 -57 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-88 -89 -86 -82 -83]
Recon[4:9]:    [-88 -89 -86 -82 -83]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-55 -54 -52 -49 -47]
Recon[4:9]:    [-55 -54 -52 -49 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-52 -53 -56 -56 -53]
Recon[4:9]:    [-52 -53 -56 -56 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-54 -54 -54 -53 -49]
Recon[4:9]:    [-54 -54 -54 -53 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-60 -62 -68 -65 -64]
Recon[4:9]:    [-60 -62 -68 -65 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -52 -48 -44 -47]
Recon[4:9]:    [-56 -52 -48 -44 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-47 -47 -43 -41 -40]
Recon[4:9]:    [-47 -47 -43 -41 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-36 -34 -27 -26 -28]
Recon[4:9]:    [-36 -34 -27 -26 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-21 -27 -24 -22 -17]
Recon[4:9]:    [-21 -27 -24 -22 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-16 -16 -16 -21 -20]
Recon[4:9]:    [-16 -16 -16 -21 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-41 -41 -39 -35 -32]
Recon[4:9]:    [-41 -41 -39 -35 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-40 -39 -35 -36 -38]
Recon[4:9]:    [-40 -39 -35 -36 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-30 -31 -33 -28 -25]
Recon[4:9]:    [-30 -31 -33 -28 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-70 -70 -70 -72 -70]
Recon[4:9]:    [-70 -70 -70 -72 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-79 -81 -80 -81 -82]
Recon[4:9]:    [-79 -81 -80 -81 -82]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-66 -71 -71 -71 -70]
Recon[4:9]:    [-66 -71 -71 -71 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-75 -76 -73 -75 -72]
Recon[4:9]:    [-75 -76 -73 -75 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-88 -85 -88 -87 -91]
Recon[4:9]:    [-88 -85 -88 -87 -91]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-86 -83 -84 -80 -78]
Recon[4:9]:    [-86 -83 -84 -80 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-66 -63 -62 -62 -64]
Recon[4:9]:    [-66 -63 -62 -62 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-67 -72 -72 -70 -67]
Recon[4:9]:    [-67 -72 -72 -70 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-44 -45 -47 -46 -44]
Recon[4:9]:    [-44 -45 -47 -46 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-43 -46 -47 -48 -48]
Recon[4:9]:    [-43 -46 -47 -48 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-35 -36 -31 -31 -31]
Recon[4:9]:    [-35 -36 -31 -31 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-30 -28 -23 -27 -28]
Recon[4:9]:    [-30 -28 -23 -27 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-34 -38 -40 -39 -38]
Recon[4:9]:    [-34 -38 -40 -39 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-63 -60 -60 -61 -65]
Recon[4:9]:    [-63 -60 -60 -61 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-36 -33 -29 -29 -27]
Recon[4:9]:    [-36 -33 -29 -29 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -57 -53 -55 -61]
Recon[4:9]:    [-59 -57 -53 -55 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-51 -45 -46 -44 -44]
Recon[4:9]:    [-51 -45 -46 -44 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-35 -34 -32 -29 -33]
Recon[4:9]:    [-35 -34 -32 -29 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-35 -34 -34 -29 -29]
Recon[4:9]:    [-35 -34 -34 -29 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-25 -24 -20 -20 -18]
Recon[4:9]:    [-25 -24 -20 -20 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-39 -40 -42 -38 -36]
Recon[4:9]:    [-39 -40 -42 -38 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-23 -21 -26 -23 -22]
Recon[4:9]:    [-23 -21 -26 -23 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-29 -27 -29 -29 -33]
Recon[4:9]:    [-29 -27 -29 -29 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-44 -42 -44 -42 -47]
Recon[4:9]:    [-44 -42 -44 -42 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-44 -41 -41 -38 -40]
Recon[4:9]:    [-44 -41 -41 -38 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-52 -54 -53 -52 -51]
Recon[4:9]:    [-52 -54 -53 -52 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 53 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-22 -18 -17 -16 -21]
Recon[4:9]:    [-22 -18 -17 -16 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 54 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-64 -64 -64 -68 -62]
Recon[4:9]:    [-64 -64 -64 -68 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 55 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-40 -42 -47 -41 -40]
Recon[4:9]:    [-40 -42 -47 -41 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 56 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-40 -40 -37 -38 -41]
Recon[4:9]:    [-40 -40 -37 -38 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 57 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-48 -50 -49 -45 -43]
Recon[4:9]:    [-48 -50 -49 -45 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 58 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-34 -35 -37 -41 -39]
Recon[4:9]:    [-34 -35 -37 -41 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 59 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-24 -20 -19 -16 -17]
Recon[4:9]:    [-24 -20 -19 -16 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 60 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-26 -23 -21 -21 -24]
Recon[4:9]:    [-26 -23 -21 -21 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 61 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-1 -3 -5 -1  3]
Recon[4:9]:    [-1 -3 -5 -1  3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 62 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-10  -5  -8  -9 -10]
Recon[4:9]:    [-10  -5  -8  -9 -10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 63 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-29 -28 -25 -22 -23]
Recon[4:9]:    [-29 -28 -25 -22 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 64 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-35 -31 -25 -29 -29]
Recon[4:9]:    [-35 -31 -25 -29 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 65 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-43 -44 -44 -42 -42]
Recon[4:9]:    [-43 -44 -44 -42 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 66 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-21 -19 -20 -23 -21]
Recon[4:9]:    [-21 -19 -20 -23 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 67 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-41 -39 -41 -44 -45]
Recon[4:9]:    [-41 -39 -41 -44 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 68 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-14 -17 -19 -21 -19]
Recon[4:9]:    [-14 -17 -19 -21 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 69 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-34 -32 -31 -32 -37]
Recon[4:9]:    [-34 -32 -31 -32 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 70 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -57 -56 -55 -52]
Recon[4:9]:    [-56 -57 -56 -55 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 71 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-42 -40 -36 -38 -39]
Recon[4:9]:    [-42 -40 -36 -38 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 72 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -59 -63 -63 -63]
Recon[4:9]:    [-56 -59 -63 -63 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 73 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-55 -51 -49 -50 -54]
Recon[4:9]:    [-55 -51 -49 -50 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 74 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-78 -76 -71 -67 -67]
Recon[4:9]:    [-78 -76 -71 -67 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 75 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-48 -53 -54 -56 -54]
Recon[4:9]:    [-48 -53 -54 -56 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 76 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-47 -48 -50 -52 -50]
Recon[4:9]:    [-47 -48 -50 -52 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 77 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-48 -50 -53 -52 -50]
Recon[4:9]:    [-48 -50 -53 -52 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 78 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-45 -47 -40 -40 -43]
Recon[4:9]:    [-45 -47 -40 -40 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 79 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-45 -41 -43 -46 -46]
Recon[4:9]:    [-45 -41 -43 -46 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 80 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-48 -48 -46 -48 -55]
Recon[4:9]:    [-48 -48 -46 -48 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 81 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-49 -49 -54 -52 -54]
Recon[4:9]:    [-49 -49 -54 -52 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 82 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-30 -29 -31 -36 -37]
Recon[4:9]:    [-30 -29 -31 -36 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 83 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-45 -42 -41 -41 -41]
Recon[4:9]:    [-45 -42 -41 -41 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 84 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-25 -24 -20 -18 -19]
Recon[4:9]:    [-25 -24 -20 -18 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 85 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-30 -29 -24 -25 -25]
Recon[4:9]:    [-30 -29 -24 -25 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 86 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-30 -31 -28 -29 -29]
Recon[4:9]:    [-30 -31 -28 -29 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 87 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-37 -34 -31 -28 -26]
Recon[4:9]:    [-37 -34 -31 -28 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 88 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-55 -48 -48 -49 -50]
Recon[4:9]:    [-55 -48 -48 -49 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 89 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-64 -64 -61 -60 -55]
Recon[4:9]:    [-64 -64 -61 -60 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 90 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-58 -55 -58 -64 -62]
Recon[4:9]:    [-58 -55 -58 -64 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 91 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-86 -85 -78 -74 -74]
Recon[4:9]:    [-86 -85 -78 -74 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 92 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-72 -67 -66 -62 -61]
Recon[4:9]:    [-72 -67 -66 -62 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 93 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-71 -75 -80 -81 -82]
Recon[4:9]:    [-71 -75 -80 -81 -82]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 94 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-87 -89 -87 -82 -82]
Recon[4:9]:    [-87 -89 -87 -82 -82]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 95 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -55 -56 -56 -51]
Recon[4:9]:    [-59 -55 -56 -56 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 96 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-76 -70 -68 -66 -66]
Recon[4:9]:    [-76 -70 -68 -66 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 97 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-51 -54 -55 -59 -60]
Recon[4:9]:    [-51 -54 -55 -59 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 98 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-93 -75 -74 -81 -95]
Recon[4:9]:    [-93 -75 -74 -81 -95]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 99 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-89 -73 -72 -73 -72]
Recon[4:9]:    [-89 -73 -72 -73 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 100 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -97  -98 -102 -104 -105]
Recon[4:9]:    [ -97  -98 -102 -104 -105]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 101 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-93 -92 -94 -90 -87]
Recon[4:9]:    [-93 -92 -94 -90 -87]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 102 (NLMS Hamilton Beats (5min)):
Original[4:9]: [89 85 79 72 72]
Recon[4:9]:    [89 85 79 72 72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 103 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-55 -52 -53 -60 -68]
Recon[4:9]:    [-55 -52 -53 -60 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 104 (NLMS Hamilton Beats (5min)):
Original[4:9]: [125 131 124 122 123]
Recon[4:9]:    [125 131 124 122 123]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 105 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-46 -51 -53 -53 -52]
Recon[4:9]:    [-46 -51 -53 -53 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 106 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-9 -8 -9 -4 -7]
Recon[4:9]:    [-9 -8 -9 -4 -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 107 (NLMS Hamilton Beats (5min)):
Original[4:9]: [67 65 68 66 69]
Recon[4:9]:    [67 65 68 66 69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 108 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-79 -76 -74 -78 -82]
Recon[4:9]:    [-79 -76 -74 -78 -82]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 109 (NLMS Hamilton Beats (5min)):
Original[4:9]: [83 80 80 77 74]
Recon[4:9]:    [83 80 80 77 74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 110 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-60 -64 -67 -69 -68]
Recon[4:9]:    [-60 -64 -67 -69 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 111 (NLMS Hamilton Beats (5min)):
Original[4:9]: [82 82 82 84 83]
Recon[4:9]:    [82 82 82 84 83]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 112 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-73 -75 -79 -84 -83]
Recon[4:9]:    [-73 -75 -79 -84 -83]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 113 (NLMS Hamilton Beats (5min)):
Original[4:9]: [99 97 98 99 99]
Recon[4:9]:    [99 97 98 99 99]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 114 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-32 -32 -33 -35 -39]
Recon[4:9]:    [-32 -32 -33 -35 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 115 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ 0 -1 -4 -9 -8]
Recon[4:9]:    [ 0 -1 -4 -9 -8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 116 (NLMS Hamilton Beats (5min)):
Original[4:9]: [56 60 68 64 61]
Recon[4:9]:    [56 60 68 64 61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 117 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-64 -59 -60 -64 -72]
Recon[4:9]:    [-64 -59 -60 -64 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 118 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ 87  84  89  96 105]
Recon[4:9]:    [ 87  84  89  96 105]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 119 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-48 -39 -39 -43 -47]
Recon[4:9]:    [-48 -39 -39 -43 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 120 (NLMS Hamilton Beats (5min)):
Original[4:9]: [12  8  5  4  7]
Recon[4:9]:    [12  8  5  4  7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 121 (NLMS Hamilton Beats (5min)):
Original[4:9]: [46 48 53 55 53]
Recon[4:9]:    [46 48 53 55 53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 122 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-85 -84 -86 -85 -84]
Recon[4:9]:    [-85 -84 -86 -85 -84]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 123 (NLMS Hamilton Beats (5min)):
Original[4:9]: [15 15 12 11 14]
Recon[4:9]:    [15 15 12 11 14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 124 (NLMS Hamilton Beats (5min)):
Original[4:9]: [63 64 63 65 67]
Recon[4:9]:    [63 64 63 65 67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 125 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-76 -81 -80 -81 -80]
Recon[4:9]:    [-76 -81 -80 -81 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 126 (NLMS Hamilton Beats (5min)):
Original[4:9]: [52 59 64 64 66]
Recon[4:9]:    [52 59 64 64 66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 127 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-84 -83 -80 -81 -80]
Recon[4:9]:    [-84 -83 -80 -81 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 128 (NLMS Hamilton Beats (5min)):
Original[4:9]: [82 76 80 87 95]
Recon[4:9]:    [82 76 80 87 95]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 129 (NLMS Hamilton Beats (5min)):
Original[4:9]: [128 130 137 145 152]
Recon[4:9]:    [128 130 137 145 152]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 130 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-55 -55 -54 -53 -51]
Recon[4:9]:    [-55 -55 -54 -53 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 131 (NLMS Hamilton Beats (5min)):
Original[4:9]: [69 76 81 85 85]
Recon[4:9]:    [69 76 81 85 85]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 132 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-61 -65 -65 -63 -61]
Recon[4:9]:    [-61 -65 -65 -63 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 133 (NLMS Hamilton Beats (5min)):
Original[4:9]: [57 53 52 55 51]
Recon[4:9]:    [57 53 52 55 51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 134 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-90 -94 -95 -95 -89]
Recon[4:9]:    [-90 -94 -95 -95 -89]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 135 (NLMS Hamilton Beats (5min)):
Original[4:9]: [63 60 59 57 58]
Recon[4:9]:    [63 60 59 57 58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 136 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -59 -56 -54 -50]
Recon[4:9]:    [-59 -59 -56 -54 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 137 (NLMS Hamilton Beats (5min)):
Original[4:9]: [46 46 52 57 59]
Recon[4:9]:    [46 46 52 57 59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 138 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-76 -66 -63 -63 -68]
Recon[4:9]:    [-76 -66 -63 -63 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 139 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ 87  90  96 107 112]
Recon[4:9]:    [ 87  90  96 107 112]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 140 (NLMS Hamilton Beats (5min)):
Original[4:9]: [123 133 143 148 155]
Recon[4:9]:    [123 133 143 148 155]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 141 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-41 -39 -45 -49 -52]
Recon[4:9]:    [-41 -39 -45 -49 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 142 (NLMS Hamilton Beats (5min)):
Original[4:9]: [72 72 69 69 70]
Recon[4:9]:    [72 72 69 69 70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 143 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-50 -50 -51 -56 -51]
Recon[4:9]:    [-50 -50 -51 -56 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 144 (NLMS Hamilton Beats (5min)):
Original[4:9]: [88 97 98 98 99]
Recon[4:9]:    [88 97 98 98 99]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 145 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-49 -48 -47 -47 -45]
Recon[4:9]:    [-49 -48 -47 -47 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 146 (NLMS Hamilton Beats (5min)):
Original[4:9]: [21 22 20 24 29]
Recon[4:9]:    [21 22 20 24 29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 147 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-63 -64 -63 -61 -64]
Recon[4:9]:    [-63 -64 -63 -61 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 148 (NLMS Hamilton Beats (5min)):
Original[4:9]: [63 63 60 62 65]
Recon[4:9]:    [63 63 60 62 65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 149 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-68 -69 -71 -71 -72]
Recon[4:9]:    [-68 -69 -71 -71 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 150 (NLMS Hamilton Beats (5min)):
Original[4:9]: [37 35 38 39 45]
Recon[4:9]:    [37 35 38 39 45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 151 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-100 -101 -100  -96  -95]
Recon[4:9]:    [-100 -101 -100  -96  -95]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 152 (NLMS Hamilton Beats (5min)):
Original[4:9]: [44 46 39 32 29]
Recon[4:9]:    [44 46 39 32 29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 153 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-70 -70 -68 -67 -63]
Recon[4:9]:    [-70 -70 -68 -67 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 154 (NLMS Hamilton Beats (5min)):
Original[4:9]: [70 72 76 79 77]
Recon[4:9]:    [70 72 76 79 77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 155 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-88 -79 -78 -78 -80]
Recon[4:9]:    [-88 -79 -78 -78 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 156 (NLMS Hamilton Beats (5min)):
Original[4:9]: [54 60 53 55 54]
Recon[4:9]:    [54 60 53 55 54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 157 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-71 -70 -71 -70 -70]
Recon[4:9]:    [-71 -70 -71 -70 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 158 (NLMS Hamilton Beats (5min)):
Original[4:9]: [57 53 53 56 57]
Recon[4:9]:    [57 53 53 56 57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 159 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-28 -32 -32 -33 -33]
Recon[4:9]:    [-28 -32 -32 -33 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 160 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-14 -14 -16 -19 -21]
Recon[4:9]:    [-14 -14 -16 -19 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 161 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-74 -71 -74 -74 -74]
Recon[4:9]:    [-74 -71 -74 -74 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 162 (NLMS Hamilton Beats (5min)):
Original[4:9]: [43 41 36 34 34]
Recon[4:9]:    [43 41 36 34 34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 163 (NLMS Hamilton Beats (5min)):
Original[4:9]: [112 115 120 118 120]
Recon[4:9]:    [112 115 120 118 120]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 164 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-70 -72 -68 -66 -62]
Recon[4:9]:    [-70 -72 -68 -66 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 165 (NLMS Hamilton Beats (5min)):
Original[4:9]: [55 54 56 62 63]
Recon[4:9]:    [55 54 56 62 63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 166 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-48 -47 -43 -42 -45]
Recon[4:9]:    [-48 -47 -43 -42 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 167 (NLMS Hamilton Beats (5min)):
Original[4:9]: [92 95 88 88 88]
Recon[4:9]:    [92 95 88 88 88]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 168 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-45 -42 -42 -40 -41]
Recon[4:9]:    [-45 -42 -42 -40 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 169 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-41 -41 -39 -37 -35]
Recon[4:9]:    [-41 -41 -39 -37 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 170 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-76 -73 -71 -70 -72]
Recon[4:9]:    [-76 -73 -71 -70 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 171 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-39 -34 -39 -39 -42]
Recon[4:9]:    [-39 -34 -39 -39 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 172 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-64 -68 -70 -71 -68]
Recon[4:9]:    [-64 -68 -70 -71 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 173 (NLMS Hamilton Beats (5min)):
Original[4:9]: [34 35 33 28 26]
Recon[4:9]:    [34 35 33 28 26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 174 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ 97 101 102 107 107]
Recon[4:9]:    [ 97 101 102 107 107]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 175 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-97 -98 -96 -93 -88]
Recon[4:9]:    [-97 -98 -96 -93 -88]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 176 (NLMS Hamilton Beats (5min)):
Original[4:9]: [54 55 59 64 63]
Recon[4:9]:    [54 55 59 64 63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 177 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-42 -42 -43 -38 -37]
Recon[4:9]:    [-42 -42 -43 -38 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 178 (NLMS Hamilton Beats (5min)):
Original[4:9]: [81 80 81 83 88]
Recon[4:9]:    [81 80 81 83 88]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 179 (NLMS Hamilton Beats (5min)):
Original[4:9]: [81 83 90 95 97]
Recon[4:9]:    [81 83 90 95 97]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 180 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-40 -40 -37 -39 -38]
Recon[4:9]:    [-40 -40 -37 -39 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 181 (NLMS Hamilton Beats (5min)):
Original[4:9]: [67 65 67 69 72]
Recon[4:9]:    [67 65 67 69 72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 182 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -57 -54 -52 -55]
Recon[4:9]:    [-59 -57 -54 -52 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 183 (NLMS Hamilton Beats (5min)):
Original[4:9]: [63 65 64 65 63]
Recon[4:9]:    [63 65 64 65 63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 184 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-55 -53 -53 -50 -53]
Recon[4:9]:    [-55 -53 -53 -50 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 185 (NLMS Hamilton Beats (5min)):
Original[4:9]: [78 76 70 65 63]
Recon[4:9]:    [78 76 70 65 63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 186 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-62 -63 -67 -69 -68]
Recon[4:9]:    [-62 -63 -67 -69 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 187 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-34 -40 -39 -41 -37]
Recon[4:9]:    [-34 -40 -39 -41 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 188 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -56 -51 -53 -59]
Recon[4:9]:    [-56 -56 -51 -53 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 189 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-72 -75 -74 -77 -76]
Recon[4:9]:    [-72 -75 -74 -77 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 190 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-68 -67 -67 -65 -61]
Recon[4:9]:    [-68 -67 -67 -65 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 191 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-47 -45 -45 -50 -51]
Recon[4:9]:    [-47 -45 -45 -50 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 192 (NLMS Hamilton Beats (5min)):
Original[4:9]: [56 57 56 50 49]
Recon[4:9]:    [56 57 56 50 49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 193 (NLMS Hamilton Beats (5min)):
Original[4:9]: [69 76 73 76 76]
Recon[4:9]:    [69 76 73 76 76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 194 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-192 -186 -179 -173 -175]
Recon[4:9]:    [-192 -186 -179 -173 -175]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 195 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-87 -86 -87 -82 -79]
Recon[4:9]:    [-87 -86 -87 -82 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 196 (NLMS Hamilton Beats (5min)):
Original[4:9]: [22 21 18 19 24]
Recon[4:9]:    [22 21 18 19 24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 197 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-78 -79 -81 -84 -84]
Recon[4:9]:    [-78 -79 -81 -84 -84]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 198 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-54 -56 -54 -51 -49]
Recon[4:9]:    [-54 -56 -54 -51 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 199 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-63 -67 -63 -62 -59]
Recon[4:9]:    [-63 -67 -63 -62 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 200 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-60 -57 -59 -56 -58]
Recon[4:9]:    [-60 -57 -59 -56 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 201 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-65 -60 -57 -58 -61]
Recon[4:9]:    [-65 -60 -57 -58 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 202 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -53 -49 -51 -51]
Recon[4:9]:    [-56 -53 -49 -51 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 203 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-47 -47 -45 -46 -48]
Recon[4:9]:    [-47 -47 -45 -46 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 204 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-50 -50 -52 -57 -63]
Recon[4:9]:    [-50 -50 -52 -57 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 205 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-32 -37 -43 -40 -41]
Recon[4:9]:    [-32 -37 -43 -40 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 206 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-49 -49 -51 -51 -53]
Recon[4:9]:    [-49 -49 -51 -51 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 207 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-53 -54 -52 -52 -50]
Recon[4:9]:    [-53 -54 -52 -52 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 208 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-24 -30 -35 -36 -39]
Recon[4:9]:    [-24 -30 -35 -36 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 209 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-45 -43 -42 -40 -43]
Recon[4:9]:    [-45 -43 -42 -40 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 210 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-69 -70 -70 -65 -66]
Recon[4:9]:    [-69 -70 -70 -65 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 211 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-23 -23 -26 -30 -30]
Recon[4:9]:    [-23 -23 -26 -30 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 212 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-20 -21 -19 -21 -24]
Recon[4:9]:    [-20 -21 -19 -21 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 213 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-51 -54 -51 -49 -48]
Recon[4:9]:    [-51 -54 -51 -49 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 214 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-43 -45 -42 -41 -42]
Recon[4:9]:    [-43 -45 -42 -41 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 215 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-45 -44 -48 -51 -49]
Recon[4:9]:    [-45 -44 -48 -51 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 216 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-27 -24 -26 -31 -30]
Recon[4:9]:    [-27 -24 -26 -31 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 217 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-43 -37 -34 -34 -38]
Recon[4:9]:    [-43 -37 -34 -34 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 218 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-35 -35 -29 -30 -31]
Recon[4:9]:    [-35 -35 -29 -30 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 219 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-19 -16 -21 -19 -21]
Recon[4:9]:    [-19 -16 -21 -19 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 220 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-32 -36 -33 -31 -29]
Recon[4:9]:    [-32 -36 -33 -31 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 221 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-37 -33 -32 -32 -34]
Recon[4:9]:    [-37 -33 -32 -32 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 222 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-46 -49 -43 -39 -36]
Recon[4:9]:    [-46 -49 -43 -39 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 223 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-53 -53 -49 -46 -45]
Recon[4:9]:    [-53 -53 -49 -46 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 224 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-38 -35 -35 -36 -41]
Recon[4:9]:    [-38 -35 -35 -36 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 225 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-29 -28 -27 -28 -30]
Recon[4:9]:    [-29 -28 -27 -28 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 226 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-27 -30 -31 -31 -27]
Recon[4:9]:    [-27 -30 -31 -31 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 227 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-49 -48 -49 -47 -53]
Recon[4:9]:    [-49 -48 -49 -47 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 228 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-38 -38 -42 -41 -38]
Recon[4:9]:    [-38 -38 -42 -41 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 229 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-27 -27 -28 -32 -34]
Recon[4:9]:    [-27 -27 -28 -32 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 230 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-35 -36 -41 -39 -34]
Recon[4:9]:    [-35 -36 -41 -39 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 231 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-30 -30 -34 -35 -35]
Recon[4:9]:    [-30 -30 -34 -35 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 232 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-55 -52 -53 -54 -57]
Recon[4:9]:    [-55 -52 -53 -54 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 233 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-30 -34 -35 -37 -32]
Recon[4:9]:    [-30 -34 -35 -37 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 234 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-78 -76 -73 -75 -77]
Recon[4:9]:    [-78 -76 -73 -75 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 235 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-35 -33 -29 -30 -35]
Recon[4:9]:    [-35 -33 -29 -30 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 236 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-19 -20 -23 -23 -26]
Recon[4:9]:    [-19 -20 -23 -23 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 237 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -56 -57 -52 -50]
Recon[4:9]:    [-56 -56 -57 -52 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 238 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-48 -48 -47 -48 -52]
Recon[4:9]:    [-48 -48 -47 -48 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 239 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-42 -40 -36 -35 -36]
Recon[4:9]:    [-42 -40 -36 -35 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 240 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-29 -30 -30 -28 -25]
Recon[4:9]:    [-29 -30 -30 -28 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 241 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-30 -31 -33 -32 -35]
Recon[4:9]:    [-30 -31 -33 -32 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 242 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-39 -39 -38 -37 -37]
Recon[4:9]:    [-39 -39 -38 -37 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 243 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-23 -24 -22 -20 -23]
Recon[4:9]:    [-23 -24 -22 -20 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 244 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-28 -27 -30 -29 -25]
Recon[4:9]:    [-28 -27 -30 -29 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 245 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-30 -32 -30 -28 -28]
Recon[4:9]:    [-30 -32 -30 -28 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 246 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-35 -36 -33 -29 -29]
Recon[4:9]:    [-35 -36 -33 -29 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 247 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-19 -23 -22 -24 -22]
Recon[4:9]:    [-19 -23 -22 -24 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 248 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-49 -48 -43 -40 -43]
Recon[4:9]:    [-49 -48 -43 -40 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 249 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-53 -54 -55 -51 -49]
Recon[4:9]:    [-53 -54 -55 -51 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 250 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-19 -24 -30 -33 -32]
Recon[4:9]:    [-19 -24 -30 -33 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 251 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-48 -45 -44 -42 -45]
Recon[4:9]:    [-48 -45 -44 -42 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 252 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-43 -47 -50 -52 -48]
Recon[4:9]:    [-43 -47 -50 -52 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 253 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-44 -48 -44 -43 -37]
Recon[4:9]:    [-44 -48 -44 -43 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 254 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-40 -39 -40 -39 -34]
Recon[4:9]:    [-40 -39 -40 -39 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 255 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-46 -47 -48 -53 -54]
Recon[4:9]:    [-46 -47 -48 -53 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 256 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-70 -68 -67 -66 -65]
Recon[4:9]:    [-70 -68 -67 -66 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 257 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-43 -43 -42 -45 -45]
Recon[4:9]:    [-43 -43 -42 -45 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 258 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-64 -62 -60 -62 -61]
Recon[4:9]:    [-64 -62 -60 -62 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 259 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -61 -64 -61 -60]
Recon[4:9]:    [-57 -61 -64 -61 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 260 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-85 -84 -85 -78 -66]
Recon[4:9]:    [-85 -84 -85 -78 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 261 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-80 -76 -78 -86 -85]
Recon[4:9]:    [-80 -76 -78 -86 -85]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 262 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-66 -70 -69 -59 -53]
Recon[4:9]:    [-66 -70 -69 -59 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 263 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -59 -60 -57 -56]
Recon[4:9]:    [-57 -59 -60 -57 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 264 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-68 -70 -74 -70 -67]
Recon[4:9]:    [-68 -70 -74 -70 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 265 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-61 -62 -63 -63 -67]
Recon[4:9]:    [-61 -62 -63 -63 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 266 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-72 -72 -69 -66 -66]
Recon[4:9]:    [-72 -72 -69 -66 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 267 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-22 -17 -18 -21 -20]
Recon[4:9]:    [-22 -17 -18 -21 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 268 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-38 -36 -35 -38 -41]
Recon[4:9]:    [-38 -36 -35 -38 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 269 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-116 -115 -114 -118 -115]
Recon[4:9]:    [-116 -115 -114 -118 -115]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 270 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-111 -115 -116 -116 -111]
Recon[4:9]:    [-111 -115 -116 -116 -111]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 271 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-87 -94 -94 -92 -89]
Recon[4:9]:    [-87 -94 -94 -92 -89]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 272 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-80 -80 -81 -80 -78]
Recon[4:9]:    [-80 -80 -81 -80 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 273 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-25 -28 -28 -24 -22]
Recon[4:9]:    [-25 -28 -28 -24 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 274 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -99 -102  -98  -94  -94]
Recon[4:9]:    [ -99 -102  -98  -94  -94]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 275 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-75 -65 -67 -68 -72]
Recon[4:9]:    [-75 -65 -67 -68 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 276 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -59 -59 -60 -61]
Recon[4:9]:    [-59 -59 -59 -60 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 277 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-97 -94 -94 -93 -97]
Recon[4:9]:    [-97 -94 -94 -93 -97]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 278 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-86 -89 -86 -82 -77]
Recon[4:9]:    [-86 -89 -86 -82 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 279 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-75 -73 -73 -73 -74]
Recon[4:9]:    [-75 -73 -73 -73 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 280 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-64 -62 -62 -66 -62]
Recon[4:9]:    [-64 -62 -62 -66 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 281 (NLMS Hamilton Beats (5min)):
Original[4:9]: [83 86 88 84 78]
Recon[4:9]:    [83 86 88 84 78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 282 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-111 -115 -116 -118 -110]
Recon[4:9]:    [-111 -115 -116 -118 -110]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 283 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-44 -41 -42 -38 -33]
Recon[4:9]:    [-44 -41 -42 -38 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 284 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-37 -38 -35 -30 -27]
Recon[4:9]:    [-37 -38 -35 -30 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 285 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-60 -63 -66 -65 -62]
Recon[4:9]:    [-60 -63 -66 -65 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 286 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-89 -90 -91 -95 -93]
Recon[4:9]:    [-89 -90 -91 -95 -93]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 287 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-81 -83 -83 -82 -81]
Recon[4:9]:    [-81 -83 -83 -82 -81]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 288 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-72 -72 -77 -80 -77]
Recon[4:9]:    [-72 -72 -77 -80 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 289 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-68 -70 -68 -69 -63]
Recon[4:9]:    [-68 -70 -68 -69 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 290 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-58 -58 -55 -52 -54]
Recon[4:9]:    [-58 -58 -55 -52 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 291 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-64 -68 -65 -61 -58]
Recon[4:9]:    [-64 -68 -65 -61 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 292 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-76 -77 -72 -72 -71]
Recon[4:9]:    [-76 -77 -72 -72 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 293 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-54 -50 -52 -52 -52]
Recon[4:9]:    [-54 -50 -52 -52 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 294 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-35 -33 -30 -29 -29]
Recon[4:9]:    [-35 -33 -30 -29 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 295 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-51 -50 -46 -43 -43]
Recon[4:9]:    [-51 -50 -46 -43 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 296 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-64 -66 -67 -64 -60]
Recon[4:9]:    [-64 -66 -67 -64 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 297 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-51 -53 -56 -54 -51]
Recon[4:9]:    [-51 -53 -56 -54 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 298 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-19 -18 -22 -25 -23]
Recon[4:9]:    [-19 -18 -22 -25 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 299 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-42 -41 -44 -41 -37]
Recon[4:9]:    [-42 -41 -44 -41 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 300 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-49 -48 -46 -42 -42]
Recon[4:9]:    [-49 -48 -46 -42 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 301 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-23 -21 -19 -20 -23]
Recon[4:9]:    [-23 -21 -19 -20 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 302 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-37 -34 -33 -32 -34]
Recon[4:9]:    [-37 -34 -33 -32 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 303 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-36 -39 -41 -41 -36]
Recon[4:9]:    [-36 -39 -41 -41 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 304 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-27 -30 -26 -22 -24]
Recon[4:9]:    [-27 -30 -26 -22 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 305 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-51 -50 -53 -54 -53]
Recon[4:9]:    [-51 -50 -53 -54 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 306 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-53 -54 -55 -57 -57]
Recon[4:9]:    [-53 -54 -55 -57 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 307 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-50 -51 -52 -49 -49]
Recon[4:9]:    [-50 -51 -52 -49 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 308 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-44 -41 -42 -44 -49]
Recon[4:9]:    [-44 -41 -42 -44 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 309 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-54 -55 -56 -53 -52]
Recon[4:9]:    [-54 -55 -56 -53 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 310 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-52 -50 -50 -51 -51]
Recon[4:9]:    [-52 -50 -50 -51 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 311 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-47 -51 -48 -48 -46]
Recon[4:9]:    [-47 -51 -48 -48 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 312 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-40 -40 -41 -41 -36]
Recon[4:9]:    [-40 -40 -41 -41 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 313 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-44 -44 -42 -41 -47]
Recon[4:9]:    [-44 -44 -42 -41 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 314 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-48 -49 -51 -53 -56]
Recon[4:9]:    [-48 -49 -51 -53 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 315 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-51 -53 -49 -50 -53]
Recon[4:9]:    [-51 -53 -49 -50 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- NLMS Hamilton Beats (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added NLMS results for Hamilton Beats: CR Rice=1.586, CR Huff=1.653, mean L2=34.97372
Best params for GASS Hamilton Beats (10s): {'order': 4, 'mu': 1e-07, 'rho': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (GASS Hamilton Beats (5min)):
Original[4:9]: [-62 -62 -62 -62 -58]
Recon[4:9]:    [-62 -62 -62 -62 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (GASS Hamilton Beats (5min)):
Original[4:9]: [-31 -33 -34 -34 -33]
Recon[4:9]:    [-31 -33 -34 -34 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (GASS Hamilton Beats (5min)):
Original[4:9]: [-57 -60 -58 -58 -58]
Recon[4:9]:    [-57 -60 -58 -58 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (GASS Hamilton Beats (5min)):
Original[4:9]: [-51 -51 -45 -43 -50]
Recon[4:9]:    [-51 -51 -45 -43 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (GASS Hamilton Beats (5min)):
Original[4:9]: [-67 -64 -58 -59 -60]
Recon[4:9]:    [-67 -64 -58 -59 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (GASS Hamilton Beats (5min)):
Original[4:9]: [-52 -49 -48 -50 -51]
Recon[4:9]:    [-52 -49 -48 -50 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (GASS Hamilton Beats (5min)):
Original[4:9]: [-59 -56 -60 -66 -70]
Recon[4:9]:    [-59 -56 -60 -66 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (GASS Hamilton Beats (5min)):
Original[4:9]: [-24 -23 -27 -30 -32]
Recon[4:9]:    [-24 -23 -27 -30 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (GASS Hamilton Beats (5min)):
Original[4:9]: [-95 -98 -99 -99 -97]
Recon[4:9]:    [-95 -98 -99 -99 -97]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (GASS Hamilton Beats (5min)):
Original[4:9]: [-84 -84 -83 -81 -78]
Recon[4:9]:    [-84 -84 -83 -81 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (GASS Hamilton Beats (5min)):
Original[4:9]: [-100  -99 -100  -99  -97]
Recon[4:9]:    [-100  -99 -100  -99  -97]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (GASS Hamilton Beats (5min)):
Original[4:9]: [-76 -73 -74 -71 -74]
Recon[4:9]:    [-76 -73 -74 -71 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (GASS Hamilton Beats (5min)):
Original[4:9]: [-52 -51 -49 -48 -51]
Recon[4:9]:    [-52 -51 -49 -48 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (GASS Hamilton Beats (5min)):
Original[4:9]: [-64 -62 -61 -57 -54]
Recon[4:9]:    [-64 -62 -61 -57 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (GASS Hamilton Beats (5min)):
Original[4:9]: [-88 -89 -86 -82 -83]
Recon[4:9]:    [-88 -89 -86 -82 -83]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (GASS Hamilton Beats (5min)):
Original[4:9]: [-55 -54 -52 -49 -47]
Recon[4:9]:    [-55 -54 -52 -49 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (GASS Hamilton Beats (5min)):
Original[4:9]: [-52 -53 -56 -56 -53]
Recon[4:9]:    [-52 -53 -56 -56 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (GASS Hamilton Beats (5min)):
Original[4:9]: [-54 -54 -54 -53 -49]
Recon[4:9]:    [-54 -54 -54 -53 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (GASS Hamilton Beats (5min)):
Original[4:9]: [-60 -62 -68 -65 -64]
Recon[4:9]:    [-60 -62 -68 -65 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (GASS Hamilton Beats (5min)):
Original[4:9]: [-56 -52 -48 -44 -47]
Recon[4:9]:    [-56 -52 -48 -44 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (GASS Hamilton Beats (5min)):
Original[4:9]: [-47 -47 -43 -41 -40]
Recon[4:9]:    [-47 -47 -43 -41 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (GASS Hamilton Beats (5min)):
Original[4:9]: [-36 -34 -27 -26 -28]
Recon[4:9]:    [-36 -34 -27 -26 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (GASS Hamilton Beats (5min)):
Original[4:9]: [-21 -27 -24 -22 -17]
Recon[4:9]:    [-21 -27 -24 -22 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (GASS Hamilton Beats (5min)):
Original[4:9]: [-16 -16 -16 -21 -20]
Recon[4:9]:    [-16 -16 -16 -21 -20]
Raw difference: [0 0 0 0 0]
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DEBUG Segment 24 (GASS Hamilton Beats (5min)):
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DEBUG Segment 25 (GASS Hamilton Beats (5min)):
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DEBUG Segment 26 (GASS Hamilton Beats (5min)):
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DEBUG Segment 27 (GASS Hamilton Beats (5min)):
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DEBUG Segment 28 (GASS Hamilton Beats (5min)):
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DEBUG Segment 29 (GASS Hamilton Beats (5min)):
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DEBUG Segment 30 (GASS Hamilton Beats (5min)):
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DEBUG Segment 31 (GASS Hamilton Beats (5min)):
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DEBUG Segment 32 (GASS Hamilton Beats (5min)):
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DEBUG Segment 33 (GASS Hamilton Beats (5min)):
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DEBUG Segment 34 (GASS Hamilton Beats (5min)):
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DEBUG Segment 35 (GASS Hamilton Beats (5min)):
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DEBUG Segment 36 (GASS Hamilton Beats (5min)):
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DEBUG Segment 37 (GASS Hamilton Beats (5min)):
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DEBUG Segment 38 (GASS Hamilton Beats (5min)):
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DEBUG Segment 39 (GASS Hamilton Beats (5min)):
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DEBUG Segment 40 (GASS Hamilton Beats (5min)):
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DEBUG Segment 41 (GASS Hamilton Beats (5min)):
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DEBUG Segment 42 (GASS Hamilton Beats (5min)):
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DEBUG Segment 43 (GASS Hamilton Beats (5min)):
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DEBUG Segment 44 (GASS Hamilton Beats (5min)):
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DEBUG Segment 45 (GASS Hamilton Beats (5min)):
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DEBUG Segment 46 (GASS Hamilton Beats (5min)):
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DEBUG Segment 47 (GASS Hamilton Beats (5min)):
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DEBUG Segment 48 (GASS Hamilton Beats (5min)):
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DEBUG Segment 49 (GASS Hamilton Beats (5min)):
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DEBUG Segment 50 (GASS Hamilton Beats (5min)):
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DEBUG Segment 51 (GASS Hamilton Beats (5min)):
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DEBUG Segment 52 (GASS Hamilton Beats (5min)):
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DEBUG Segment 53 (GASS Hamilton Beats (5min)):
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DEBUG Segment 54 (GASS Hamilton Beats (5min)):
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DEBUG Segment 55 (GASS Hamilton Beats (5min)):
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DEBUG Segment 56 (GASS Hamilton Beats (5min)):
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DEBUG Segment 57 (GASS Hamilton Beats (5min)):
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DEBUG Segment 58 (GASS Hamilton Beats (5min)):
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DEBUG Segment 59 (GASS Hamilton Beats (5min)):
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DEBUG Segment 60 (GASS Hamilton Beats (5min)):
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DEBUG Segment 61 (GASS Hamilton Beats (5min)):
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DEBUG Segment 62 (GASS Hamilton Beats (5min)):
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DEBUG Segment 63 (GASS Hamilton Beats (5min)):
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DEBUG Segment 64 (GASS Hamilton Beats (5min)):
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DEBUG Segment 65 (GASS Hamilton Beats (5min)):
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DEBUG Segment 66 (GASS Hamilton Beats (5min)):
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DEBUG Segment 67 (GASS Hamilton Beats (5min)):
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DEBUG Segment 68 (GASS Hamilton Beats (5min)):
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DEBUG Segment 69 (GASS Hamilton Beats (5min)):
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DEBUG Segment 70 (GASS Hamilton Beats (5min)):
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DEBUG Segment 71 (GASS Hamilton Beats (5min)):
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DEBUG Segment 72 (GASS Hamilton Beats (5min)):
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DEBUG Segment 73 (GASS Hamilton Beats (5min)):
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DEBUG Segment 74 (GASS Hamilton Beats (5min)):
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DEBUG Segment 75 (GASS Hamilton Beats (5min)):
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DEBUG Segment 76 (GASS Hamilton Beats (5min)):
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DEBUG Segment 77 (GASS Hamilton Beats (5min)):
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DEBUG Segment 78 (GASS Hamilton Beats (5min)):
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DEBUG Segment 79 (GASS Hamilton Beats (5min)):
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DEBUG Segment 80 (GASS Hamilton Beats (5min)):
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DEBUG Segment 81 (GASS Hamilton Beats (5min)):
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DEBUG Segment 82 (GASS Hamilton Beats (5min)):
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DEBUG Segment 83 (GASS Hamilton Beats (5min)):
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DEBUG Segment 84 (GASS Hamilton Beats (5min)):
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DEBUG Segment 85 (GASS Hamilton Beats (5min)):
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DEBUG Segment 86 (GASS Hamilton Beats (5min)):
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DEBUG Segment 87 (GASS Hamilton Beats (5min)):
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DEBUG Segment 88 (GASS Hamilton Beats (5min)):
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DEBUG Segment 89 (GASS Hamilton Beats (5min)):
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DEBUG Segment 90 (GASS Hamilton Beats (5min)):
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DEBUG Segment 91 (GASS Hamilton Beats (5min)):
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DEBUG Segment 92 (GASS Hamilton Beats (5min)):
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DEBUG Segment 93 (GASS Hamilton Beats (5min)):
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DEBUG Segment 94 (GASS Hamilton Beats (5min)):
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DEBUG Segment 95 (GASS Hamilton Beats (5min)):
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DEBUG Segment 96 (GASS Hamilton Beats (5min)):
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DEBUG Segment 97 (GASS Hamilton Beats (5min)):
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DEBUG Segment 98 (GASS Hamilton Beats (5min)):
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DEBUG Segment 99 (GASS Hamilton Beats (5min)):
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DEBUG Segment 100 (GASS Hamilton Beats (5min)):
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DEBUG Segment 101 (GASS Hamilton Beats (5min)):
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DEBUG Segment 102 (GASS Hamilton Beats (5min)):
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DEBUG Segment 103 (GASS Hamilton Beats (5min)):
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DEBUG Segment 104 (GASS Hamilton Beats (5min)):
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DEBUG Segment 105 (GASS Hamilton Beats (5min)):
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DEBUG Segment 106 (GASS Hamilton Beats (5min)):
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DEBUG Segment 107 (GASS Hamilton Beats (5min)):
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DEBUG Segment 108 (GASS Hamilton Beats (5min)):
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DEBUG Segment 109 (GASS Hamilton Beats (5min)):
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DEBUG Segment 110 (GASS Hamilton Beats (5min)):
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DEBUG Segment 111 (GASS Hamilton Beats (5min)):
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DEBUG Segment 112 (GASS Hamilton Beats (5min)):
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DEBUG Segment 113 (GASS Hamilton Beats (5min)):
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DEBUG Segment 114 (GASS Hamilton Beats (5min)):
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DEBUG Segment 115 (GASS Hamilton Beats (5min)):
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DEBUG Segment 116 (GASS Hamilton Beats (5min)):
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DEBUG Segment 117 (GASS Hamilton Beats (5min)):
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DEBUG Segment 118 (GASS Hamilton Beats (5min)):
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DEBUG Segment 119 (GASS Hamilton Beats (5min)):
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DEBUG Segment 120 (GASS Hamilton Beats (5min)):
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DEBUG Segment 121 (GASS Hamilton Beats (5min)):
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DEBUG Segment 122 (GASS Hamilton Beats (5min)):
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DEBUG Segment 123 (GASS Hamilton Beats (5min)):
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DEBUG Segment 124 (GASS Hamilton Beats (5min)):
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DEBUG Segment 125 (GASS Hamilton Beats (5min)):
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DEBUG Segment 126 (GASS Hamilton Beats (5min)):
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DEBUG Segment 127 (GASS Hamilton Beats (5min)):
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DEBUG Segment 128 (GASS Hamilton Beats (5min)):
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DEBUG Segment 129 (GASS Hamilton Beats (5min)):
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DEBUG Segment 130 (GASS Hamilton Beats (5min)):
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DEBUG Segment 131 (GASS Hamilton Beats (5min)):
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DEBUG Segment 132 (GASS Hamilton Beats (5min)):
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DEBUG Segment 133 (GASS Hamilton Beats (5min)):
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DEBUG Segment 134 (GASS Hamilton Beats (5min)):
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DEBUG Segment 135 (GASS Hamilton Beats (5min)):
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DEBUG Segment 136 (GASS Hamilton Beats (5min)):
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DEBUG Segment 137 (GASS Hamilton Beats (5min)):
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DEBUG Segment 138 (GASS Hamilton Beats (5min)):
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DEBUG Segment 139 (GASS Hamilton Beats (5min)):
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DEBUG Segment 140 (GASS Hamilton Beats (5min)):
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DEBUG Segment 141 (GASS Hamilton Beats (5min)):
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DEBUG Segment 142 (GASS Hamilton Beats (5min)):
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DEBUG Segment 143 (GASS Hamilton Beats (5min)):
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DEBUG Segment 144 (GASS Hamilton Beats (5min)):
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DEBUG Segment 145 (GASS Hamilton Beats (5min)):
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DEBUG Segment 146 (GASS Hamilton Beats (5min)):
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DEBUG Segment 147 (GASS Hamilton Beats (5min)):
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DEBUG Segment 148 (GASS Hamilton Beats (5min)):
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DEBUG Segment 149 (GASS Hamilton Beats (5min)):
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DEBUG Segment 150 (GASS Hamilton Beats (5min)):
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DEBUG Segment 151 (GASS Hamilton Beats (5min)):
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DEBUG Segment 152 (GASS Hamilton Beats (5min)):
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DEBUG Segment 153 (GASS Hamilton Beats (5min)):
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DEBUG Segment 154 (GASS Hamilton Beats (5min)):
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DEBUG Segment 155 (GASS Hamilton Beats (5min)):
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DEBUG Segment 156 (GASS Hamilton Beats (5min)):
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DEBUG Segment 157 (GASS Hamilton Beats (5min)):
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DEBUG Segment 158 (GASS Hamilton Beats (5min)):
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DEBUG Segment 159 (GASS Hamilton Beats (5min)):
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DEBUG Segment 160 (GASS Hamilton Beats (5min)):
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DEBUG Segment 161 (GASS Hamilton Beats (5min)):
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DEBUG Segment 162 (GASS Hamilton Beats (5min)):
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DEBUG Segment 163 (GASS Hamilton Beats (5min)):
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DEBUG Segment 164 (GASS Hamilton Beats (5min)):
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DEBUG Segment 165 (GASS Hamilton Beats (5min)):
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DEBUG Segment 166 (GASS Hamilton Beats (5min)):
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DEBUG Segment 167 (GASS Hamilton Beats (5min)):
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DEBUG Segment 168 (GASS Hamilton Beats (5min)):
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DEBUG Segment 169 (GASS Hamilton Beats (5min)):
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DEBUG Segment 170 (GASS Hamilton Beats (5min)):
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DEBUG Segment 171 (GASS Hamilton Beats (5min)):
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DEBUG Segment 172 (GASS Hamilton Beats (5min)):
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DEBUG Segment 173 (GASS Hamilton Beats (5min)):
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DEBUG Segment 174 (GASS Hamilton Beats (5min)):
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DEBUG Segment 175 (GASS Hamilton Beats (5min)):
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DEBUG Segment 176 (GASS Hamilton Beats (5min)):
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DEBUG Segment 177 (GASS Hamilton Beats (5min)):
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DEBUG Segment 178 (GASS Hamilton Beats (5min)):
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DEBUG Segment 179 (GASS Hamilton Beats (5min)):
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DEBUG Segment 180 (GASS Hamilton Beats (5min)):
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DEBUG Segment 181 (GASS Hamilton Beats (5min)):
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DEBUG Segment 182 (GASS Hamilton Beats (5min)):
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DEBUG Segment 183 (GASS Hamilton Beats (5min)):
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DEBUG Segment 184 (GASS Hamilton Beats (5min)):
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DEBUG Segment 185 (GASS Hamilton Beats (5min)):
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DEBUG Segment 186 (GASS Hamilton Beats (5min)):
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DEBUG Segment 187 (GASS Hamilton Beats (5min)):
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DEBUG Segment 188 (GASS Hamilton Beats (5min)):
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DEBUG Segment 189 (GASS Hamilton Beats (5min)):
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DEBUG Segment 190 (GASS Hamilton Beats (5min)):
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DEBUG Segment 191 (GASS Hamilton Beats (5min)):
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DEBUG Segment 192 (GASS Hamilton Beats (5min)):
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DEBUG Segment 193 (GASS Hamilton Beats (5min)):
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DEBUG Segment 194 (GASS Hamilton Beats (5min)):
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DEBUG Segment 195 (GASS Hamilton Beats (5min)):
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DEBUG Segment 196 (GASS Hamilton Beats (5min)):
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DEBUG Segment 197 (GASS Hamilton Beats (5min)):
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DEBUG Segment 198 (GASS Hamilton Beats (5min)):
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DEBUG Segment 199 (GASS Hamilton Beats (5min)):
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DEBUG Segment 200 (GASS Hamilton Beats (5min)):
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DEBUG Segment 201 (GASS Hamilton Beats (5min)):
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DEBUG Segment 202 (GASS Hamilton Beats (5min)):
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DEBUG Segment 203 (GASS Hamilton Beats (5min)):
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DEBUG Segment 204 (GASS Hamilton Beats (5min)):
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DEBUG Segment 205 (GASS Hamilton Beats (5min)):
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DEBUG Segment 206 (GASS Hamilton Beats (5min)):
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DEBUG Segment 207 (GASS Hamilton Beats (5min)):
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DEBUG Segment 208 (GASS Hamilton Beats (5min)):
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DEBUG Segment 209 (GASS Hamilton Beats (5min)):
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DEBUG Segment 210 (GASS Hamilton Beats (5min)):
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DEBUG Segment 211 (GASS Hamilton Beats (5min)):
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DEBUG Segment 212 (GASS Hamilton Beats (5min)):
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DEBUG Segment 213 (GASS Hamilton Beats (5min)):
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DEBUG Segment 214 (GASS Hamilton Beats (5min)):
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DEBUG Segment 215 (GASS Hamilton Beats (5min)):
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DEBUG Segment 216 (GASS Hamilton Beats (5min)):
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DEBUG Segment 217 (GASS Hamilton Beats (5min)):
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DEBUG Segment 218 (GASS Hamilton Beats (5min)):
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DEBUG Segment 219 (GASS Hamilton Beats (5min)):
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DEBUG Segment 220 (GASS Hamilton Beats (5min)):
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DEBUG Segment 221 (GASS Hamilton Beats (5min)):
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DEBUG Segment 222 (GASS Hamilton Beats (5min)):
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DEBUG Segment 223 (GASS Hamilton Beats (5min)):
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DEBUG Segment 224 (GASS Hamilton Beats (5min)):
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DEBUG Segment 225 (GASS Hamilton Beats (5min)):
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DEBUG Segment 226 (GASS Hamilton Beats (5min)):
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DEBUG Segment 227 (GASS Hamilton Beats (5min)):
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DEBUG Segment 228 (GASS Hamilton Beats (5min)):
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DEBUG Segment 229 (GASS Hamilton Beats (5min)):
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DEBUG Segment 230 (GASS Hamilton Beats (5min)):
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DEBUG Segment 231 (GASS Hamilton Beats (5min)):
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DEBUG Segment 232 (GASS Hamilton Beats (5min)):
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DEBUG Segment 233 (GASS Hamilton Beats (5min)):
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DEBUG Segment 234 (GASS Hamilton Beats (5min)):
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DEBUG Segment 235 (GASS Hamilton Beats (5min)):
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DEBUG Segment 236 (GASS Hamilton Beats (5min)):
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DEBUG Segment 237 (GASS Hamilton Beats (5min)):
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DEBUG Segment 238 (GASS Hamilton Beats (5min)):
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DEBUG Segment 239 (GASS Hamilton Beats (5min)):
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DEBUG Segment 240 (GASS Hamilton Beats (5min)):
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DEBUG Segment 241 (GASS Hamilton Beats (5min)):
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DEBUG Segment 242 (GASS Hamilton Beats (5min)):
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DEBUG Segment 243 (GASS Hamilton Beats (5min)):
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DEBUG Segment 244 (GASS Hamilton Beats (5min)):
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DEBUG Segment 245 (GASS Hamilton Beats (5min)):
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DEBUG Segment 246 (GASS Hamilton Beats (5min)):
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DEBUG Segment 247 (GASS Hamilton Beats (5min)):
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DEBUG Segment 248 (GASS Hamilton Beats (5min)):
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DEBUG Segment 249 (GASS Hamilton Beats (5min)):
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DEBUG Segment 250 (GASS Hamilton Beats (5min)):
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DEBUG Segment 251 (GASS Hamilton Beats (5min)):
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DEBUG Segment 252 (GASS Hamilton Beats (5min)):
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DEBUG Segment 253 (GASS Hamilton Beats (5min)):
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DEBUG Segment 254 (GASS Hamilton Beats (5min)):
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DEBUG Segment 255 (GASS Hamilton Beats (5min)):
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DEBUG Segment 256 (GASS Hamilton Beats (5min)):
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DEBUG Segment 257 (GASS Hamilton Beats (5min)):
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DEBUG Segment 258 (GASS Hamilton Beats (5min)):
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DEBUG Segment 259 (GASS Hamilton Beats (5min)):
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DEBUG Segment 260 (GASS Hamilton Beats (5min)):
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DEBUG Segment 261 (GASS Hamilton Beats (5min)):
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DEBUG Segment 262 (GASS Hamilton Beats (5min)):
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DEBUG Segment 263 (GASS Hamilton Beats (5min)):
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DEBUG Segment 264 (GASS Hamilton Beats (5min)):
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DEBUG Segment 265 (GASS Hamilton Beats (5min)):
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DEBUG Segment 266 (GASS Hamilton Beats (5min)):
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DEBUG Segment 267 (GASS Hamilton Beats (5min)):
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DEBUG Segment 268 (GASS Hamilton Beats (5min)):
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DEBUG Segment 269 (GASS Hamilton Beats (5min)):
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DEBUG Segment 270 (GASS Hamilton Beats (5min)):
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DEBUG Segment 271 (GASS Hamilton Beats (5min)):
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DEBUG Segment 272 (GASS Hamilton Beats (5min)):
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DEBUG Segment 273 (GASS Hamilton Beats (5min)):
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DEBUG Segment 274 (GASS Hamilton Beats (5min)):
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DEBUG Segment 275 (GASS Hamilton Beats (5min)):
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DEBUG Segment 276 (GASS Hamilton Beats (5min)):
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DEBUG Segment 277 (GASS Hamilton Beats (5min)):
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DEBUG Segment 278 (GASS Hamilton Beats (5min)):
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DEBUG Segment 279 (GASS Hamilton Beats (5min)):
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DEBUG Segment 280 (GASS Hamilton Beats (5min)):
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DEBUG Segment 281 (GASS Hamilton Beats (5min)):
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DEBUG Segment 282 (GASS Hamilton Beats (5min)):
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DEBUG Segment 283 (GASS Hamilton Beats (5min)):
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DEBUG Segment 284 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 285 (GASS Hamilton Beats (5min)):
Original[4:9]: [-60 -63 -66 -65 -62]
Recon[4:9]:    [-60 -63 -66 -65 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 286 (GASS Hamilton Beats (5min)):
Original[4:9]: [-89 -90 -91 -95 -93]
Recon[4:9]:    [-89 -90 -91 -95 -93]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 287 (GASS Hamilton Beats (5min)):
Original[4:9]: [-81 -83 -83 -82 -81]
Recon[4:9]:    [-81 -83 -83 -82 -81]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 288 (GASS Hamilton Beats (5min)):
Original[4:9]: [-72 -72 -77 -80 -77]
Recon[4:9]:    [-72 -72 -77 -80 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 289 (GASS Hamilton Beats (5min)):
Original[4:9]: [-68 -70 -68 -69 -63]
Recon[4:9]:    [-68 -70 -68 -69 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 290 (GASS Hamilton Beats (5min)):
Original[4:9]: [-58 -58 -55 -52 -54]
Recon[4:9]:    [-58 -58 -55 -52 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 291 (GASS Hamilton Beats (5min)):
Original[4:9]: [-64 -68 -65 -61 -58]
Recon[4:9]:    [-64 -68 -65 -61 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 292 (GASS Hamilton Beats (5min)):
Original[4:9]: [-76 -77 -72 -72 -71]
Recon[4:9]:    [-76 -77 -72 -72 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 293 (GASS Hamilton Beats (5min)):
Original[4:9]: [-54 -50 -52 -52 -52]
Recon[4:9]:    [-54 -50 -52 -52 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 294 (GASS Hamilton Beats (5min)):
Original[4:9]: [-35 -33 -30 -29 -29]
Recon[4:9]:    [-35 -33 -30 -29 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 295 (GASS Hamilton Beats (5min)):
Original[4:9]: [-51 -50 -46 -43 -43]
Recon[4:9]:    [-51 -50 -46 -43 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 296 (GASS Hamilton Beats (5min)):
Original[4:9]: [-64 -66 -67 -64 -60]
Recon[4:9]:    [-64 -66 -67 -64 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 297 (GASS Hamilton Beats (5min)):
Original[4:9]: [-51 -53 -56 -54 -51]
Recon[4:9]:    [-51 -53 -56 -54 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 298 (GASS Hamilton Beats (5min)):
Original[4:9]: [-19 -18 -22 -25 -23]
Recon[4:9]:    [-19 -18 -22 -25 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 299 (GASS Hamilton Beats (5min)):
Original[4:9]: [-42 -41 -44 -41 -37]
Recon[4:9]:    [-42 -41 -44 -41 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 300 (GASS Hamilton Beats (5min)):
Original[4:9]: [-49 -48 -46 -42 -42]
Recon[4:9]:    [-49 -48 -46 -42 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 301 (GASS Hamilton Beats (5min)):
Original[4:9]: [-23 -21 -19 -20 -23]
Recon[4:9]:    [-23 -21 -19 -20 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 302 (GASS Hamilton Beats (5min)):
Original[4:9]: [-37 -34 -33 -32 -34]
Recon[4:9]:    [-37 -34 -33 -32 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 303 (GASS Hamilton Beats (5min)):
Original[4:9]: [-36 -39 -41 -41 -36]
Recon[4:9]:    [-36 -39 -41 -41 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 304 (GASS Hamilton Beats (5min)):
Original[4:9]: [-27 -30 -26 -22 -24]
Recon[4:9]:    [-27 -30 -26 -22 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 305 (GASS Hamilton Beats (5min)):
Original[4:9]: [-51 -50 -53 -54 -53]
Recon[4:9]:    [-51 -50 -53 -54 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 306 (GASS Hamilton Beats (5min)):
Original[4:9]: [-53 -54 -55 -57 -57]
Recon[4:9]:    [-53 -54 -55 -57 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 307 (GASS Hamilton Beats (5min)):
Original[4:9]: [-50 -51 -52 -49 -49]
Recon[4:9]:    [-50 -51 -52 -49 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 308 (GASS Hamilton Beats (5min)):
Original[4:9]: [-44 -41 -42 -44 -49]
Recon[4:9]:    [-44 -41 -42 -44 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 309 (GASS Hamilton Beats (5min)):
Original[4:9]: [-54 -55 -56 -53 -52]
Recon[4:9]:    [-54 -55 -56 -53 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 310 (GASS Hamilton Beats (5min)):
Original[4:9]: [-52 -50 -50 -51 -51]
Recon[4:9]:    [-52 -50 -50 -51 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 311 (GASS Hamilton Beats (5min)):
Original[4:9]: [-47 -51 -48 -48 -46]
Recon[4:9]:    [-47 -51 -48 -48 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 312 (GASS Hamilton Beats (5min)):
Original[4:9]: [-40 -40 -41 -41 -36]
Recon[4:9]:    [-40 -40 -41 -41 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 313 (GASS Hamilton Beats (5min)):
Original[4:9]: [-44 -44 -42 -41 -47]
Recon[4:9]:    [-44 -44 -42 -41 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 314 (GASS Hamilton Beats (5min)):
Original[4:9]: [-48 -49 -51 -53 -56]
Recon[4:9]:    [-48 -49 -51 -53 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 315 (GASS Hamilton Beats (5min)):
Original[4:9]: [-51 -53 -49 -50 -53]
Recon[4:9]:    [-51 -53 -49 -50 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- GASS Hamilton Beats (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added GASS results for Hamilton Beats: CR Rice=2.002, CR Huff=2.132, mean L2=16.15881

=== Record 108 ===

Loading FULL record 108 (ADC units)...
Loaded 650000 ADC samples at 360 Hz
Best params for LMS Block 512 (10s): {'order': 4, 'mu': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (LMS Block 512 (5min)):
Original[4:9]: [-25 -25 -25 -25 -27]
Recon[4:9]:    [-25 -25 -25 -25 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (LMS Block 512 (5min)):
Original[4:9]: [-27 -23 -24 -22 -23]
Recon[4:9]:    [-27 -23 -24 -22 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (LMS Block 512 (5min)):
Original[4:9]: [-68 -69 -65 -62 -62]
Recon[4:9]:    [-68 -69 -65 -62 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (LMS Block 512 (5min)):
Original[4:9]: [-41 -40 -38 -37 -36]
Recon[4:9]:    [-41 -40 -38 -37 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (LMS Block 512 (5min)):
Original[4:9]: [-72 -73 -75 -75 -71]
Recon[4:9]:    [-72 -73 -75 -75 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (LMS Block 512 (5min)):
Original[4:9]: [-43 -44 -43 -45 -43]
Recon[4:9]:    [-43 -44 -43 -45 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (LMS Block 512 (5min)):
Original[4:9]: [-80 -81 -77 -73 -75]
Recon[4:9]:    [-80 -81 -77 -73 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (LMS Block 512 (5min)):
Original[4:9]: [-172 -179 -186 -192 -196]
Recon[4:9]:    [-172 -179 -186 -192 -196]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (LMS Block 512 (5min)):
Original[4:9]: [13 26 44 51 38]
Recon[4:9]:    [13 26 44 51 38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (LMS Block 512 (5min)):
Original[4:9]: [-77 -72 -70 -61 -53]
Recon[4:9]:    [-77 -72 -70 -61 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (LMS Block 512 (5min)):
Original[4:9]: [-32 -37 -37 -37 -34]
Recon[4:9]:    [-32 -37 -37 -37 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (LMS Block 512 (5min)):
Original[4:9]: [-14 -15 -12 -13  -9]
Recon[4:9]:    [-14 -15 -12 -13  -9]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (LMS Block 512 (5min)):
Original[4:9]: [-43 -43 -37 -36 -37]
Recon[4:9]:    [-43 -43 -37 -36 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (LMS Block 512 (5min)):
Original[4:9]: [-55 -57 -64 -65 -58]
Recon[4:9]:    [-55 -57 -64 -65 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (LMS Block 512 (5min)):
Original[4:9]: [-57 -54 -51 -51 -51]
Recon[4:9]:    [-57 -54 -51 -51 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (LMS Block 512 (5min)):
Original[4:9]: [-160 -166 -168 -170 -163]
Recon[4:9]:    [-160 -166 -168 -170 -163]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (LMS Block 512 (5min)):
Original[4:9]: [-49 -48 -50 -50 -48]
Recon[4:9]:    [-49 -48 -50 -50 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (LMS Block 512 (5min)):
Original[4:9]: [-41 -35 -28 -24 -25]
Recon[4:9]:    [-41 -35 -28 -24 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (LMS Block 512 (5min)):
Original[4:9]: [-40 -37 -39 -41 -39]
Recon[4:9]:    [-40 -37 -39 -41 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (LMS Block 512 (5min)):
Original[4:9]: [-45 -50 -48 -48 -48]
Recon[4:9]:    [-45 -50 -48 -48 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (LMS Block 512 (5min)):
Original[4:9]: [19 18 16 11  3]
Recon[4:9]:    [19 18 16 11  3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (LMS Block 512 (5min)):
Original[4:9]: [-41 -35 -36 -37 -38]
Recon[4:9]:    [-41 -35 -36 -37 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (LMS Block 512 (5min)):
Original[4:9]: [-42 -43 -43 -43 -41]
Recon[4:9]:    [-42 -43 -43 -43 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (LMS Block 512 (5min)):
Original[4:9]: [-51 -50 -48 -48 -49]
Recon[4:9]:    [-51 -50 -48 -48 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (LMS Block 512 (5min)):
Original[4:9]: [-16 -16 -19 -22 -25]
Recon[4:9]:    [-16 -16 -19 -22 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (LMS Block 512 (5min)):
Original[4:9]: [-56 -56 -55 -54 -51]
Recon[4:9]:    [-56 -56 -55 -54 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (LMS Block 512 (5min)):
Original[4:9]: [-28 -24 -22 -23 -29]
Recon[4:9]:    [-28 -24 -22 -23 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (LMS Block 512 (5min)):
Original[4:9]: [-74 -73 -74 -77 -78]
Recon[4:9]:    [-74 -73 -74 -77 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (LMS Block 512 (5min)):
Original[4:9]: [-55 -55 -53 -49 -49]
Recon[4:9]:    [-55 -55 -53 -49 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (LMS Block 512 (5min)):
Original[4:9]: [-152 -141 -123 -104  -91]
Recon[4:9]:    [-152 -141 -123 -104  -91]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (LMS Block 512 (5min)):
Original[4:9]: [-35 -35 -38 -41 -39]
Recon[4:9]:    [-35 -35 -38 -41 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (LMS Block 512 (5min)):
Original[4:9]: [-48 -46 -45 -42 -44]
Recon[4:9]:    [-48 -46 -45 -42 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (LMS Block 512 (5min)):
Original[4:9]: [ -92  -98 -101 -103 -106]
Recon[4:9]:    [ -92  -98 -101 -103 -106]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (LMS Block 512 (5min)):
Original[4:9]: [-17 -21 -22 -22 -22]
Recon[4:9]:    [-17 -21 -22 -22 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (LMS Block 512 (5min)):
Original[4:9]: [-45 -44 -45 -43 -44]
Recon[4:9]:    [-45 -44 -45 -43 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (LMS Block 512 (5min)):
Original[4:9]: [-140 -145 -151 -156 -164]
Recon[4:9]:    [-140 -145 -151 -156 -164]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (LMS Block 512 (5min)):
Original[4:9]: [-29 -27 -29 -31 -29]
Recon[4:9]:    [-29 -27 -29 -31 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (LMS Block 512 (5min)):
Original[4:9]: [-64 -56 -49 -52 -62]
Recon[4:9]:    [-64 -56 -49 -52 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (LMS Block 512 (5min)):
Original[4:9]: [-119 -114 -114 -116 -112]
Recon[4:9]:    [-119 -114 -114 -116 -112]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (LMS Block 512 (5min)):
Original[4:9]: [-135 -134 -129 -124 -122]
Recon[4:9]:    [-135 -134 -129 -124 -122]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (LMS Block 512 (5min)):
Original[4:9]: [-28 -24 -22 -24 -25]
Recon[4:9]:    [-28 -24 -22 -24 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (LMS Block 512 (5min)):
Original[4:9]: [ 6 13 15 13 14]
Recon[4:9]:    [ 6 13 15 13 14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (LMS Block 512 (5min)):
Original[4:9]: [19 13  5  1 -4]
Recon[4:9]:    [19 13  5  1 -4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (LMS Block 512 (5min)):
Original[4:9]: [-38 -38 -37 -36 -33]
Recon[4:9]:    [-38 -38 -37 -36 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (LMS Block 512 (5min)):
Original[4:9]: [-34 -36 -42 -42 -42]
Recon[4:9]:    [-34 -36 -42 -42 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (LMS Block 512 (5min)):
Original[4:9]: [-56 -59 -59 -55 -50]
Recon[4:9]:    [-56 -59 -59 -55 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (LMS Block 512 (5min)):
Original[4:9]: [-64 -60 -52 -56 -58]
Recon[4:9]:    [-64 -60 -52 -56 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (LMS Block 512 (5min)):
Original[4:9]: [-37 -38 -38 -40 -39]
Recon[4:9]:    [-37 -38 -38 -40 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (LMS Block 512 (5min)):
Original[4:9]: [-38 -38 -40 -36 -36]
Recon[4:9]:    [-38 -38 -40 -36 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (LMS Block 512 (5min)):
Original[4:9]: [-35 -35 -36 -36 -37]
Recon[4:9]:    [-35 -35 -36 -36 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (LMS Block 512 (5min)):
Original[4:9]: [ -74  -78  -84  -94 -104]
Recon[4:9]:    [ -74  -78  -84  -94 -104]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (LMS Block 512 (5min)):
Original[4:9]: [-41 -38 -36 -35 -36]
Recon[4:9]:    [-41 -38 -36 -35 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (LMS Block 512 (5min)):
Original[4:9]: [-48 -47 -45 -45 -48]
Recon[4:9]:    [-48 -47 -45 -45 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 53 (LMS Block 512 (5min)):
Original[4:9]: [-70 -70 -76 -79 -77]
Recon[4:9]:    [-70 -70 -76 -79 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 54 (LMS Block 512 (5min)):
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Recon[4:9]:    [-44 -44 -41 -39 -43]
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L2 calculation: 0.0

DEBUG Segment 55 (LMS Block 512 (5min)):
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Recon[4:9]:    [-63 -63 -63 -65 -68]
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L2 calculation: 0.0

DEBUG Segment 56 (LMS Block 512 (5min)):
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Recon[4:9]:    [-64 -63 -66 -69 -69]
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L2 calculation: 0.0

DEBUG Segment 57 (LMS Block 512 (5min)):
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Recon[4:9]:    [-26 -28 -27 -25 -24]
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L2 calculation: 0.0

DEBUG Segment 58 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 59 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 60 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 61 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 62 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 63 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 64 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 65 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 66 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 67 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 68 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 69 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 70 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 71 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 72 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 73 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 74 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 75 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 76 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 77 (LMS Block 512 (5min)):
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DEBUG Segment 78 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 79 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 80 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 81 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 82 (LMS Block 512 (5min)):
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Recon[4:9]:    [-71 -72 -76 -75 -71]
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L2 calculation: 0.0

DEBUG Segment 83 (LMS Block 512 (5min)):
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Recon[4:9]:    [-81 -80 -79 -81 -82]
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L2 calculation: 0.0

DEBUG Segment 84 (LMS Block 512 (5min)):
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Recon[4:9]:    [-65 -55 -49 -53 -61]
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L2 calculation: 0.0

DEBUG Segment 85 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 86 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 87 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 88 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 89 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 90 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 91 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 92 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 93 (LMS Block 512 (5min)):
Original[4:9]: [-75 -78 -83 -84 -77]
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L2 calculation: 0.0

DEBUG Segment 94 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 95 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 96 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 97 (LMS Block 512 (5min)):
Original[4:9]: [-45 -54 -61 -61 -53]
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L2 calculation: 0.0

DEBUG Segment 98 (LMS Block 512 (5min)):
Original[4:9]: [-153 -132 -114 -106 -105]
Recon[4:9]:    [-153 -132 -114 -106 -105]
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L2 calculation: 0.0

DEBUG Segment 99 (LMS Block 512 (5min)):
Original[4:9]: [-58 -58 -53 -47 -48]
Recon[4:9]:    [-58 -58 -53 -47 -48]
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L2 calculation: 0.0

DEBUG Segment 100 (LMS Block 512 (5min)):
Original[4:9]: [-55 -61 -61 -57 -48]
Recon[4:9]:    [-55 -61 -61 -57 -48]
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L2 calculation: 0.0

DEBUG Segment 101 (LMS Block 512 (5min)):
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Recon[4:9]:    [-28 -24 -22 -26 -24]
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L2 calculation: 0.0

DEBUG Segment 102 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 103 (LMS Block 512 (5min)):
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Recon[4:9]:    [-47 -44 -41 -42 -37]
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L2 calculation: 0.0

DEBUG Segment 104 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 105 (LMS Block 512 (5min)):
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Recon[4:9]:    [-73 -82 -91 -96 -71]
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L2 calculation: 0.0

DEBUG Segment 106 (LMS Block 512 (5min)):
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Recon[4:9]:    [-26 -29 -29 -22 -21]
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L2 calculation: 0.0

DEBUG Segment 107 (LMS Block 512 (5min)):
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Recon[4:9]:    [-24 -20 -21 -18 -19]
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L2 calculation: 0.0

DEBUG Segment 108 (LMS Block 512 (5min)):
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Recon[4:9]:    [-43 -45 -49 -56 -53]
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L2 calculation: 0.0

DEBUG Segment 109 (LMS Block 512 (5min)):
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Recon[4:9]:    [-55 -56 -52 -49 -46]
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L2 calculation: 0.0

DEBUG Segment 110 (LMS Block 512 (5min)):
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Recon[4:9]:    [-65 -61 -57 -55 -52]
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L2 calculation: 0.0

DEBUG Segment 111 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 112 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 113 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 114 (LMS Block 512 (5min)):
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DEBUG Segment 115 (LMS Block 512 (5min)):
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DEBUG Segment 116 (LMS Block 512 (5min)):
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DEBUG Segment 117 (LMS Block 512 (5min)):
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Recon[4:9]:    [-72 -71 -69 -64 -67]
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DEBUG Segment 118 (LMS Block 512 (5min)):
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DEBUG Segment 119 (LMS Block 512 (5min)):
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DEBUG Segment 120 (LMS Block 512 (5min)):
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DEBUG Segment 121 (LMS Block 512 (5min)):
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DEBUG Segment 122 (LMS Block 512 (5min)):
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DEBUG Segment 123 (LMS Block 512 (5min)):
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DEBUG Segment 124 (LMS Block 512 (5min)):
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DEBUG Segment 125 (LMS Block 512 (5min)):
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DEBUG Segment 126 (LMS Block 512 (5min)):
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DEBUG Segment 127 (LMS Block 512 (5min)):
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DEBUG Segment 128 (LMS Block 512 (5min)):
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DEBUG Segment 129 (LMS Block 512 (5min)):
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DEBUG Segment 130 (LMS Block 512 (5min)):
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DEBUG Segment 131 (LMS Block 512 (5min)):
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DEBUG Segment 132 (LMS Block 512 (5min)):
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DEBUG Segment 133 (LMS Block 512 (5min)):
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DEBUG Segment 134 (LMS Block 512 (5min)):
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DEBUG Segment 135 (LMS Block 512 (5min)):
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DEBUG Segment 136 (LMS Block 512 (5min)):
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DEBUG Segment 137 (LMS Block 512 (5min)):
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DEBUG Segment 138 (LMS Block 512 (5min)):
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DEBUG Segment 139 (LMS Block 512 (5min)):
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DEBUG Segment 140 (LMS Block 512 (5min)):
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Recon[4:9]:    [-73 -75 -80 -78 -76]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 141 (LMS Block 512 (5min)):
Original[4:9]: [-65 -62 -60 -59 -61]
Recon[4:9]:    [-65 -62 -60 -59 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 142 (LMS Block 512 (5min)):
Original[4:9]: [-67 -65 -66 -68 -71]
Recon[4:9]:    [-67 -65 -66 -68 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 143 (LMS Block 512 (5min)):
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Recon[4:9]:    [71 76 81 79 71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 144 (LMS Block 512 (5min)):
Original[4:9]: [-38 -36 -37 -37 -37]
Recon[4:9]:    [-38 -36 -37 -37 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 145 (LMS Block 512 (5min)):
Original[4:9]: [-56 -56 -59 -61 -58]
Recon[4:9]:    [-56 -56 -59 -61 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 146 (LMS Block 512 (5min)):
Original[4:9]: [ 6 15 12  4  8]
Recon[4:9]:    [ 6 15 12  4  8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 147 (LMS Block 512 (5min)):
Original[4:9]: [-56 -48 -40 -40 -44]
Recon[4:9]:    [-56 -48 -40 -40 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 148 (LMS Block 512 (5min)):
Original[4:9]: [-31 -32 -35 -36 -34]
Recon[4:9]:    [-31 -32 -35 -36 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 149 (LMS Block 512 (5min)):
Original[4:9]: [-1 16 40 65 86]
Recon[4:9]:    [-1 16 40 65 86]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 150 (LMS Block 512 (5min)):
Original[4:9]: [-36 -33 -31 -27 -28]
Recon[4:9]:    [-36 -33 -31 -27 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 151 (LMS Block 512 (5min)):
Original[4:9]: [-33 -35 -35 -38 -35]
Recon[4:9]:    [-33 -35 -35 -38 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 152 (LMS Block 512 (5min)):
Original[4:9]: [-198 -201 -188 -170 -158]
Recon[4:9]:    [-198 -201 -188 -170 -158]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 153 (LMS Block 512 (5min)):
Original[4:9]: [-54 -51 -47 -47 -42]
Recon[4:9]:    [-54 -51 -47 -47 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 154 (LMS Block 512 (5min)):
Original[4:9]: [-2  4 10  8  5]
Recon[4:9]:    [-2  4 10  8  5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 155 (LMS Block 512 (5min)):
Original[4:9]: [-34 -35 -28 -28 -25]
Recon[4:9]:    [-34 -35 -28 -28 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 156 (LMS Block 512 (5min)):
Original[4:9]: [-47 -44 -47 -48 -48]
Recon[4:9]:    [-47 -44 -47 -48 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 157 (LMS Block 512 (5min)):
Original[4:9]: [-43 -38 -34 -30 -33]
Recon[4:9]:    [-43 -38 -34 -30 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 158 (LMS Block 512 (5min)):
Original[4:9]: [-82 -78 -71 -67 -72]
Recon[4:9]:    [-82 -78 -71 -67 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 159 (LMS Block 512 (5min)):
Original[4:9]: [-55 -50 -50 -51 -53]
Recon[4:9]:    [-55 -50 -50 -51 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 160 (LMS Block 512 (5min)):
Original[4:9]: [-61 -58 -59 -56 -57]
Recon[4:9]:    [-61 -58 -59 -56 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 161 (LMS Block 512 (5min)):
Original[4:9]: [-148 -146 -144 -144 -144]
Recon[4:9]:    [-148 -146 -144 -144 -144]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 162 (LMS Block 512 (5min)):
Original[4:9]: [-17 -20 -20 -23 -20]
Recon[4:9]:    [-17 -20 -20 -23 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 163 (LMS Block 512 (5min)):
Original[4:9]: [-3 -2  0  5  6]
Recon[4:9]:    [-3 -2  0  5  6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 164 (LMS Block 512 (5min)):
Original[4:9]: [-42 -49 -46 -36 -23]
Recon[4:9]:    [-42 -49 -46 -36 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 165 (LMS Block 512 (5min)):
Original[4:9]: [-66 -63 -52 -52 -65]
Recon[4:9]:    [-66 -63 -52 -52 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 166 (LMS Block 512 (5min)):
Original[4:9]: [-47 -50 -55 -54 -55]
Recon[4:9]:    [-47 -50 -55 -54 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 167 (LMS Block 512 (5min)):
Original[4:9]: [16 25 20 14 10]
Recon[4:9]:    [16 25 20 14 10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 168 (LMS Block 512 (5min)):
Original[4:9]: [-66 -74 -85 -96 -95]
Recon[4:9]:    [-66 -74 -85 -96 -95]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 169 (LMS Block 512 (5min)):
Original[4:9]: [-15 -10  -9 -15 -27]
Recon[4:9]:    [-15 -10  -9 -15 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 170 (LMS Block 512 (5min)):
Original[4:9]: [-48 -41 -31 -22 -18]
Recon[4:9]:    [-48 -41 -31 -22 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 171 (LMS Block 512 (5min)):
Original[4:9]: [-33 -30 -32 -32 -35]
Recon[4:9]:    [-33 -30 -32 -32 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 172 (LMS Block 512 (5min)):
Original[4:9]: [-82 -85 -84 -78 -72]
Recon[4:9]:    [-82 -85 -84 -78 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 173 (LMS Block 512 (5min)):
Original[4:9]: [-70 -72 -71 -72 -75]
Recon[4:9]:    [-70 -72 -71 -72 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 174 (LMS Block 512 (5min)):
Original[4:9]: [-31 -29 -32 -39 -44]
Recon[4:9]:    [-31 -29 -32 -39 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 175 (LMS Block 512 (5min)):
Original[4:9]: [-125 -130 -123 -115 -114]
Recon[4:9]:    [-125 -130 -123 -115 -114]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 176 (LMS Block 512 (5min)):
Original[4:9]: [ 1  8 11 10  7]
Recon[4:9]:    [ 1  8 11 10  7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 177 (LMS Block 512 (5min)):
Original[4:9]: [41 40 37 34 36]
Recon[4:9]:    [41 40 37 34 36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 178 (LMS Block 512 (5min)):
Original[4:9]: [-66 -76 -83 -80 -64]
Recon[4:9]:    [-66 -76 -83 -80 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 179 (LMS Block 512 (5min)):
Original[4:9]: [-32 -30 -25 -26 -25]
Recon[4:9]:    [-32 -30 -25 -26 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 180 (LMS Block 512 (5min)):
Original[4:9]: [-25 -28 -31 -34 -31]
Recon[4:9]:    [-25 -28 -31 -34 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 181 (LMS Block 512 (5min)):
Original[4:9]: [-41 -41 -38 -38 -37]
Recon[4:9]:    [-41 -41 -38 -38 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 182 (LMS Block 512 (5min)):
Original[4:9]: [-48 -51 -59 -73 -85]
Recon[4:9]:    [-48 -51 -59 -73 -85]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 183 (LMS Block 512 (5min)):
Original[4:9]: [-105 -106 -106 -111 -109]
Recon[4:9]:    [-105 -106 -106 -111 -109]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 184 (LMS Block 512 (5min)):
Original[4:9]: [-49 -49 -49 -48 -50]
Recon[4:9]:    [-49 -49 -49 -48 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 185 (LMS Block 512 (5min)):
Original[4:9]: [  -5  -39  -64  -89 -106]
Recon[4:9]:    [  -5  -39  -64  -89 -106]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 186 (LMS Block 512 (5min)):
Original[4:9]: [-27 -30 -36 -40 -38]
Recon[4:9]:    [-27 -30 -36 -40 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 187 (LMS Block 512 (5min)):
Original[4:9]: [-53 -49 -47 -49 -55]
Recon[4:9]:    [-53 -49 -47 -49 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 188 (LMS Block 512 (5min)):
Original[4:9]: [-28 -22 -21 -22 -26]
Recon[4:9]:    [-28 -22 -21 -22 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 189 (LMS Block 512 (5min)):
Original[4:9]: [-100  -89  -89  -88  -79]
Recon[4:9]:    [-100  -89  -89  -88  -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 190 (LMS Block 512 (5min)):
Original[4:9]: [-33 -30 -30 -31 -31]
Recon[4:9]:    [-33 -30 -30 -31 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 191 (LMS Block 512 (5min)):
Original[4:9]: [-82 -85 -83 -81 -70]
Recon[4:9]:    [-82 -85 -83 -81 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 192 (LMS Block 512 (5min)):
Original[4:9]: [-171 -179 -184 -187 -185]
Recon[4:9]:    [-171 -179 -184 -187 -185]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 193 (LMS Block 512 (5min)):
Original[4:9]: [-26 -27 -27 -24 -20]
Recon[4:9]:    [-26 -27 -27 -24 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 194 (LMS Block 512 (5min)):
Original[4:9]: [ 9 10 10  7  7]
Recon[4:9]:    [ 9 10 10  7  7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 195 (LMS Block 512 (5min)):
Original[4:9]: [-35 -27 -23 -19 -15]
Recon[4:9]:    [-35 -27 -23 -19 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 196 (LMS Block 512 (5min)):
Original[4:9]: [-10  -5  -2  -1  -7]
Recon[4:9]:    [-10  -5  -2  -1  -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 197 (LMS Block 512 (5min)):
Original[4:9]: [0 3 6 3 3]
Recon[4:9]:    [0 3 6 3 3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 198 (LMS Block 512 (5min)):
Original[4:9]: [-119 -119 -120 -120 -121]
Recon[4:9]:    [-119 -119 -120 -120 -121]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 199 (LMS Block 512 (5min)):
Original[4:9]: [-87 -83 -82 -80 -84]
Recon[4:9]:    [-87 -83 -82 -80 -84]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 200 (LMS Block 512 (5min)):
Original[4:9]: [120 119 113  86  49]
Recon[4:9]:    [120 119 113  86  49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 201 (LMS Block 512 (5min)):
Original[4:9]: [-27 -30 -33 -32 -32]
Recon[4:9]:    [-27 -30 -33 -32 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 202 (LMS Block 512 (5min)):
Original[4:9]: [-47 -47 -42 -41 -40]
Recon[4:9]:    [-47 -47 -42 -41 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 203 (LMS Block 512 (5min)):
Original[4:9]: [-68 -65 -68 -71 -74]
Recon[4:9]:    [-68 -65 -68 -71 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 204 (LMS Block 512 (5min)):
Original[4:9]: [ 78  83  92 101 106]
Recon[4:9]:    [ 78  83  92 101 106]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 205 (LMS Block 512 (5min)):
Original[4:9]: [-33 -31 -29 -29 -31]
Recon[4:9]:    [-33 -31 -29 -29 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 206 (LMS Block 512 (5min)):
Original[4:9]: [-34 -34 -35 -35 -37]
Recon[4:9]:    [-34 -34 -35 -35 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 207 (LMS Block 512 (5min)):
Original[4:9]: [ 78  41   9 -13 -33]
Recon[4:9]:    [ 78  41   9 -13 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 208 (LMS Block 512 (5min)):
Original[4:9]: [-44 -43 -42 -39 -40]
Recon[4:9]:    [-44 -43 -42 -39 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 209 (LMS Block 512 (5min)):
Original[4:9]: [-62 -61 -62 -62 -65]
Recon[4:9]:    [-62 -61 -62 -62 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 210 (LMS Block 512 (5min)):
Original[4:9]: [-56 -60 -55 -56 -56]
Recon[4:9]:    [-56 -60 -55 -56 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- LMS Block 512 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added LMS results for Block 512: CR Rice=1.814, CR Huff=1.871, mean L2=18.88666
Best params for NLMS Block 512 (10s): {'order': 4, 'mu': 0.01} (avg l2-norm=0.00000)

DEBUG Segment 0 (NLMS Block 512 (5min)):
Original[4:9]: [-25 -25 -25 -25 -27]
Recon[4:9]:    [-25 -25 -25 -25 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (NLMS Block 512 (5min)):
Original[4:9]: [-27 -23 -24 -22 -23]
Recon[4:9]:    [-27 -23 -24 -22 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (NLMS Block 512 (5min)):
Original[4:9]: [-68 -69 -65 -62 -62]
Recon[4:9]:    [-68 -69 -65 -62 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (NLMS Block 512 (5min)):
Original[4:9]: [-41 -40 -38 -37 -36]
Recon[4:9]:    [-41 -40 -38 -37 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (NLMS Block 512 (5min)):
Original[4:9]: [-72 -73 -75 -75 -71]
Recon[4:9]:    [-72 -73 -75 -75 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (NLMS Block 512 (5min)):
Original[4:9]: [-43 -44 -43 -45 -43]
Recon[4:9]:    [-43 -44 -43 -45 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (NLMS Block 512 (5min)):
Original[4:9]: [-80 -81 -77 -73 -75]
Recon[4:9]:    [-80 -81 -77 -73 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (NLMS Block 512 (5min)):
Original[4:9]: [-172 -179 -186 -192 -196]
Recon[4:9]:    [-172 -179 -186 -192 -196]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (NLMS Block 512 (5min)):
Original[4:9]: [13 26 44 51 38]
Recon[4:9]:    [13 26 44 51 38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (NLMS Block 512 (5min)):
Original[4:9]: [-77 -72 -70 -61 -53]
Recon[4:9]:    [-77 -72 -70 -61 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (NLMS Block 512 (5min)):
Original[4:9]: [-32 -37 -37 -37 -34]
Recon[4:9]:    [-32 -37 -37 -37 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (NLMS Block 512 (5min)):
Original[4:9]: [-14 -15 -12 -13  -9]
Recon[4:9]:    [-14 -15 -12 -13  -9]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (NLMS Block 512 (5min)):
Original[4:9]: [-43 -43 -37 -36 -37]
Recon[4:9]:    [-43 -43 -37 -36 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (NLMS Block 512 (5min)):
Original[4:9]: [-55 -57 -64 -65 -58]
Recon[4:9]:    [-55 -57 -64 -65 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (NLMS Block 512 (5min)):
Original[4:9]: [-57 -54 -51 -51 -51]
Recon[4:9]:    [-57 -54 -51 -51 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (NLMS Block 512 (5min)):
Original[4:9]: [-160 -166 -168 -170 -163]
Recon[4:9]:    [-160 -166 -168 -170 -163]
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DEBUG Segment 16 (NLMS Block 512 (5min)):
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DEBUG Segment 17 (NLMS Block 512 (5min)):
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DEBUG Segment 18 (NLMS Block 512 (5min)):
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DEBUG Segment 19 (NLMS Block 512 (5min)):
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DEBUG Segment 20 (NLMS Block 512 (5min)):
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DEBUG Segment 21 (NLMS Block 512 (5min)):
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DEBUG Segment 22 (NLMS Block 512 (5min)):
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DEBUG Segment 23 (NLMS Block 512 (5min)):
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DEBUG Segment 24 (NLMS Block 512 (5min)):
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DEBUG Segment 25 (NLMS Block 512 (5min)):
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DEBUG Segment 26 (NLMS Block 512 (5min)):
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DEBUG Segment 27 (NLMS Block 512 (5min)):
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DEBUG Segment 28 (NLMS Block 512 (5min)):
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DEBUG Segment 29 (NLMS Block 512 (5min)):
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DEBUG Segment 30 (NLMS Block 512 (5min)):
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DEBUG Segment 31 (NLMS Block 512 (5min)):
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DEBUG Segment 32 (NLMS Block 512 (5min)):
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DEBUG Segment 33 (NLMS Block 512 (5min)):
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DEBUG Segment 34 (NLMS Block 512 (5min)):
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DEBUG Segment 35 (NLMS Block 512 (5min)):
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DEBUG Segment 36 (NLMS Block 512 (5min)):
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DEBUG Segment 37 (NLMS Block 512 (5min)):
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DEBUG Segment 38 (NLMS Block 512 (5min)):
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DEBUG Segment 39 (NLMS Block 512 (5min)):
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DEBUG Segment 40 (NLMS Block 512 (5min)):
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DEBUG Segment 41 (NLMS Block 512 (5min)):
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DEBUG Segment 42 (NLMS Block 512 (5min)):
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DEBUG Segment 43 (NLMS Block 512 (5min)):
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DEBUG Segment 44 (NLMS Block 512 (5min)):
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DEBUG Segment 45 (NLMS Block 512 (5min)):
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DEBUG Segment 46 (NLMS Block 512 (5min)):
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DEBUG Segment 47 (NLMS Block 512 (5min)):
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DEBUG Segment 48 (NLMS Block 512 (5min)):
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DEBUG Segment 49 (NLMS Block 512 (5min)):
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DEBUG Segment 50 (NLMS Block 512 (5min)):
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DEBUG Segment 51 (NLMS Block 512 (5min)):
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DEBUG Segment 52 (NLMS Block 512 (5min)):
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DEBUG Segment 53 (NLMS Block 512 (5min)):
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DEBUG Segment 54 (NLMS Block 512 (5min)):
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DEBUG Segment 55 (NLMS Block 512 (5min)):
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DEBUG Segment 56 (NLMS Block 512 (5min)):
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DEBUG Segment 57 (NLMS Block 512 (5min)):
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DEBUG Segment 58 (NLMS Block 512 (5min)):
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DEBUG Segment 59 (NLMS Block 512 (5min)):
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DEBUG Segment 60 (NLMS Block 512 (5min)):
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DEBUG Segment 61 (NLMS Block 512 (5min)):
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DEBUG Segment 62 (NLMS Block 512 (5min)):
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DEBUG Segment 63 (NLMS Block 512 (5min)):
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DEBUG Segment 64 (NLMS Block 512 (5min)):
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DEBUG Segment 65 (NLMS Block 512 (5min)):
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DEBUG Segment 66 (NLMS Block 512 (5min)):
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DEBUG Segment 67 (NLMS Block 512 (5min)):
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DEBUG Segment 68 (NLMS Block 512 (5min)):
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DEBUG Segment 69 (NLMS Block 512 (5min)):
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DEBUG Segment 70 (NLMS Block 512 (5min)):
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DEBUG Segment 71 (NLMS Block 512 (5min)):
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DEBUG Segment 72 (NLMS Block 512 (5min)):
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DEBUG Segment 73 (NLMS Block 512 (5min)):
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DEBUG Segment 74 (NLMS Block 512 (5min)):
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DEBUG Segment 75 (NLMS Block 512 (5min)):
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DEBUG Segment 76 (NLMS Block 512 (5min)):
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DEBUG Segment 77 (NLMS Block 512 (5min)):
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DEBUG Segment 78 (NLMS Block 512 (5min)):
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DEBUG Segment 79 (NLMS Block 512 (5min)):
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DEBUG Segment 80 (NLMS Block 512 (5min)):
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DEBUG Segment 81 (NLMS Block 512 (5min)):
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DEBUG Segment 82 (NLMS Block 512 (5min)):
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DEBUG Segment 83 (NLMS Block 512 (5min)):
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DEBUG Segment 84 (NLMS Block 512 (5min)):
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DEBUG Segment 85 (NLMS Block 512 (5min)):
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DEBUG Segment 86 (NLMS Block 512 (5min)):
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DEBUG Segment 87 (NLMS Block 512 (5min)):
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DEBUG Segment 88 (NLMS Block 512 (5min)):
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DEBUG Segment 89 (NLMS Block 512 (5min)):
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DEBUG Segment 90 (NLMS Block 512 (5min)):
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DEBUG Segment 91 (NLMS Block 512 (5min)):
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DEBUG Segment 92 (NLMS Block 512 (5min)):
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DEBUG Segment 93 (NLMS Block 512 (5min)):
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DEBUG Segment 94 (NLMS Block 512 (5min)):
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DEBUG Segment 95 (NLMS Block 512 (5min)):
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DEBUG Segment 96 (NLMS Block 512 (5min)):
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DEBUG Segment 97 (NLMS Block 512 (5min)):
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DEBUG Segment 98 (NLMS Block 512 (5min)):
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DEBUG Segment 99 (NLMS Block 512 (5min)):
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DEBUG Segment 100 (NLMS Block 512 (5min)):
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DEBUG Segment 101 (NLMS Block 512 (5min)):
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DEBUG Segment 102 (NLMS Block 512 (5min)):
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DEBUG Segment 103 (NLMS Block 512 (5min)):
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DEBUG Segment 104 (NLMS Block 512 (5min)):
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DEBUG Segment 105 (NLMS Block 512 (5min)):
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DEBUG Segment 106 (NLMS Block 512 (5min)):
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DEBUG Segment 107 (NLMS Block 512 (5min)):
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DEBUG Segment 108 (NLMS Block 512 (5min)):
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DEBUG Segment 109 (NLMS Block 512 (5min)):
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DEBUG Segment 110 (NLMS Block 512 (5min)):
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DEBUG Segment 111 (NLMS Block 512 (5min)):
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DEBUG Segment 112 (NLMS Block 512 (5min)):
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DEBUG Segment 113 (NLMS Block 512 (5min)):
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DEBUG Segment 114 (NLMS Block 512 (5min)):
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DEBUG Segment 115 (NLMS Block 512 (5min)):
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DEBUG Segment 116 (NLMS Block 512 (5min)):
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DEBUG Segment 117 (NLMS Block 512 (5min)):
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DEBUG Segment 118 (NLMS Block 512 (5min)):
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DEBUG Segment 119 (NLMS Block 512 (5min)):
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DEBUG Segment 120 (NLMS Block 512 (5min)):
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DEBUG Segment 121 (NLMS Block 512 (5min)):
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DEBUG Segment 122 (NLMS Block 512 (5min)):
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DEBUG Segment 123 (NLMS Block 512 (5min)):
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DEBUG Segment 124 (NLMS Block 512 (5min)):
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DEBUG Segment 125 (NLMS Block 512 (5min)):
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DEBUG Segment 126 (NLMS Block 512 (5min)):
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DEBUG Segment 127 (NLMS Block 512 (5min)):
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DEBUG Segment 128 (NLMS Block 512 (5min)):
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DEBUG Segment 129 (NLMS Block 512 (5min)):
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DEBUG Segment 130 (NLMS Block 512 (5min)):
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DEBUG Segment 131 (NLMS Block 512 (5min)):
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DEBUG Segment 132 (NLMS Block 512 (5min)):
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DEBUG Segment 133 (NLMS Block 512 (5min)):
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DEBUG Segment 134 (NLMS Block 512 (5min)):
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DEBUG Segment 135 (NLMS Block 512 (5min)):
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DEBUG Segment 136 (NLMS Block 512 (5min)):
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DEBUG Segment 137 (NLMS Block 512 (5min)):
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DEBUG Segment 138 (NLMS Block 512 (5min)):
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DEBUG Segment 139 (NLMS Block 512 (5min)):
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DEBUG Segment 140 (NLMS Block 512 (5min)):
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DEBUG Segment 141 (NLMS Block 512 (5min)):
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DEBUG Segment 142 (NLMS Block 512 (5min)):
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DEBUG Segment 143 (NLMS Block 512 (5min)):
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DEBUG Segment 144 (NLMS Block 512 (5min)):
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DEBUG Segment 145 (NLMS Block 512 (5min)):
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DEBUG Segment 146 (NLMS Block 512 (5min)):
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DEBUG Segment 147 (NLMS Block 512 (5min)):
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DEBUG Segment 148 (NLMS Block 512 (5min)):
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DEBUG Segment 149 (NLMS Block 512 (5min)):
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DEBUG Segment 150 (NLMS Block 512 (5min)):
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DEBUG Segment 151 (NLMS Block 512 (5min)):
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DEBUG Segment 152 (NLMS Block 512 (5min)):
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DEBUG Segment 153 (NLMS Block 512 (5min)):
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DEBUG Segment 154 (NLMS Block 512 (5min)):
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DEBUG Segment 155 (NLMS Block 512 (5min)):
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DEBUG Segment 156 (NLMS Block 512 (5min)):
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DEBUG Segment 157 (NLMS Block 512 (5min)):
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DEBUG Segment 158 (NLMS Block 512 (5min)):
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DEBUG Segment 159 (NLMS Block 512 (5min)):
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DEBUG Segment 160 (NLMS Block 512 (5min)):
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DEBUG Segment 161 (NLMS Block 512 (5min)):
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DEBUG Segment 162 (NLMS Block 512 (5min)):
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DEBUG Segment 163 (NLMS Block 512 (5min)):
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DEBUG Segment 164 (NLMS Block 512 (5min)):
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DEBUG Segment 165 (NLMS Block 512 (5min)):
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DEBUG Segment 166 (NLMS Block 512 (5min)):
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DEBUG Segment 167 (NLMS Block 512 (5min)):
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DEBUG Segment 168 (NLMS Block 512 (5min)):
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DEBUG Segment 169 (NLMS Block 512 (5min)):
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DEBUG Segment 170 (NLMS Block 512 (5min)):
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DEBUG Segment 171 (NLMS Block 512 (5min)):
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DEBUG Segment 172 (NLMS Block 512 (5min)):
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DEBUG Segment 173 (NLMS Block 512 (5min)):
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DEBUG Segment 174 (NLMS Block 512 (5min)):
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DEBUG Segment 175 (NLMS Block 512 (5min)):
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DEBUG Segment 176 (NLMS Block 512 (5min)):
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DEBUG Segment 177 (NLMS Block 512 (5min)):
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DEBUG Segment 178 (NLMS Block 512 (5min)):
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DEBUG Segment 179 (NLMS Block 512 (5min)):
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DEBUG Segment 180 (NLMS Block 512 (5min)):
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DEBUG Segment 181 (NLMS Block 512 (5min)):
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DEBUG Segment 182 (NLMS Block 512 (5min)):
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DEBUG Segment 183 (NLMS Block 512 (5min)):
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DEBUG Segment 184 (NLMS Block 512 (5min)):
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DEBUG Segment 185 (NLMS Block 512 (5min)):
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DEBUG Segment 186 (NLMS Block 512 (5min)):
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DEBUG Segment 187 (NLMS Block 512 (5min)):
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DEBUG Segment 188 (NLMS Block 512 (5min)):
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DEBUG Segment 189 (NLMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 190 (NLMS Block 512 (5min)):
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DEBUG Segment 191 (NLMS Block 512 (5min)):
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DEBUG Segment 192 (NLMS Block 512 (5min)):
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DEBUG Segment 193 (NLMS Block 512 (5min)):
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DEBUG Segment 194 (NLMS Block 512 (5min)):
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DEBUG Segment 195 (NLMS Block 512 (5min)):
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DEBUG Segment 196 (NLMS Block 512 (5min)):
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DEBUG Segment 197 (NLMS Block 512 (5min)):
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DEBUG Segment 198 (NLMS Block 512 (5min)):
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DEBUG Segment 199 (NLMS Block 512 (5min)):
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DEBUG Segment 200 (NLMS Block 512 (5min)):
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DEBUG Segment 201 (NLMS Block 512 (5min)):
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DEBUG Segment 202 (NLMS Block 512 (5min)):
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DEBUG Segment 203 (NLMS Block 512 (5min)):
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DEBUG Segment 204 (NLMS Block 512 (5min)):
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DEBUG Segment 205 (NLMS Block 512 (5min)):
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DEBUG Segment 206 (NLMS Block 512 (5min)):
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DEBUG Segment 207 (NLMS Block 512 (5min)):
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DEBUG Segment 208 (NLMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 209 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-62 -61 -62 -62 -65]
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L2 calculation: 0.0

DEBUG Segment 210 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-56 -60 -55 -56 -56]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- NLMS Block 512 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added NLMS results for Block 512: CR Rice=1.785, CR Huff=1.854, mean L2=19.90145
Best params for GASS Block 512 (10s): {'order': 4, 'mu': 1e-07, 'rho': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 1 (GASS Block 512 (5min)):
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DEBUG Segment 2 (GASS Block 512 (5min)):
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DEBUG Segment 3 (GASS Block 512 (5min)):
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DEBUG Segment 4 (GASS Block 512 (5min)):
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DEBUG Segment 5 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 6 (GASS Block 512 (5min)):
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DEBUG Segment 7 (GASS Block 512 (5min)):
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DEBUG Segment 8 (GASS Block 512 (5min)):
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DEBUG Segment 9 (GASS Block 512 (5min)):
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DEBUG Segment 10 (GASS Block 512 (5min)):
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DEBUG Segment 11 (GASS Block 512 (5min)):
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DEBUG Segment 12 (GASS Block 512 (5min)):
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DEBUG Segment 13 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 14 (GASS Block 512 (5min)):
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DEBUG Segment 15 (GASS Block 512 (5min)):
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DEBUG Segment 16 (GASS Block 512 (5min)):
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DEBUG Segment 17 (GASS Block 512 (5min)):
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DEBUG Segment 18 (GASS Block 512 (5min)):
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DEBUG Segment 19 (GASS Block 512 (5min)):
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DEBUG Segment 20 (GASS Block 512 (5min)):
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DEBUG Segment 21 (GASS Block 512 (5min)):
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DEBUG Segment 22 (GASS Block 512 (5min)):
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DEBUG Segment 23 (GASS Block 512 (5min)):
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DEBUG Segment 24 (GASS Block 512 (5min)):
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DEBUG Segment 25 (GASS Block 512 (5min)):
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DEBUG Segment 26 (GASS Block 512 (5min)):
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DEBUG Segment 27 (GASS Block 512 (5min)):
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DEBUG Segment 28 (GASS Block 512 (5min)):
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DEBUG Segment 29 (GASS Block 512 (5min)):
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DEBUG Segment 30 (GASS Block 512 (5min)):
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DEBUG Segment 31 (GASS Block 512 (5min)):
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DEBUG Segment 32 (GASS Block 512 (5min)):
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DEBUG Segment 33 (GASS Block 512 (5min)):
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DEBUG Segment 34 (GASS Block 512 (5min)):
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DEBUG Segment 35 (GASS Block 512 (5min)):
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DEBUG Segment 36 (GASS Block 512 (5min)):
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DEBUG Segment 37 (GASS Block 512 (5min)):
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DEBUG Segment 38 (GASS Block 512 (5min)):
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DEBUG Segment 39 (GASS Block 512 (5min)):
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DEBUG Segment 40 (GASS Block 512 (5min)):
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DEBUG Segment 41 (GASS Block 512 (5min)):
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DEBUG Segment 42 (GASS Block 512 (5min)):
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DEBUG Segment 43 (GASS Block 512 (5min)):
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DEBUG Segment 44 (GASS Block 512 (5min)):
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DEBUG Segment 45 (GASS Block 512 (5min)):
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DEBUG Segment 46 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 47 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 48 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 49 (GASS Block 512 (5min)):
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DEBUG Segment 50 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 51 (GASS Block 512 (5min)):
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DEBUG Segment 52 (GASS Block 512 (5min)):
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DEBUG Segment 53 (GASS Block 512 (5min)):
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DEBUG Segment 54 (GASS Block 512 (5min)):
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DEBUG Segment 55 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 56 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 57 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 58 (GASS Block 512 (5min)):
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DEBUG Segment 59 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 60 (GASS Block 512 (5min)):
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DEBUG Segment 61 (GASS Block 512 (5min)):
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DEBUG Segment 62 (GASS Block 512 (5min)):
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DEBUG Segment 63 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 151 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 152 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 153 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 154 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 155 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 156 (GASS Block 512 (5min)):
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Recon[4:9]:    [-47 -44 -47 -48 -48]
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L2 calculation: 0.0

DEBUG Segment 157 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 158 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 159 (GASS Block 512 (5min)):
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DEBUG Segment 160 (GASS Block 512 (5min)):
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DEBUG Segment 161 (GASS Block 512 (5min)):
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DEBUG Segment 162 (GASS Block 512 (5min)):
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DEBUG Segment 163 (GASS Block 512 (5min)):
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DEBUG Segment 164 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 165 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 166 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 167 (GASS Block 512 (5min)):
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DEBUG Segment 168 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 169 (GASS Block 512 (5min)):
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DEBUG Segment 170 (GASS Block 512 (5min)):
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DEBUG Segment 171 (GASS Block 512 (5min)):
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DEBUG Segment 172 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 173 (GASS Block 512 (5min)):
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DEBUG Segment 174 (GASS Block 512 (5min)):
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DEBUG Segment 175 (GASS Block 512 (5min)):
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DEBUG Segment 176 (GASS Block 512 (5min)):
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DEBUG Segment 177 (GASS Block 512 (5min)):
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DEBUG Segment 178 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 179 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 180 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 181 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 182 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 183 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 184 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 185 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 186 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 187 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 188 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 189 (GASS Block 512 (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 190 (GASS Block 512 (5min)):
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Recon[4:9]:    [-33 -30 -30 -31 -31]
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L2 calculation: 0.0

DEBUG Segment 191 (GASS Block 512 (5min)):
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Recon[4:9]:    [-82 -85 -83 -81 -70]
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L2 calculation: 0.0

DEBUG Segment 192 (GASS Block 512 (5min)):
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Recon[4:9]:    [-171 -179 -184 -187 -185]
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L2 calculation: 0.0

DEBUG Segment 193 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 194 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 195 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 196 (GASS Block 512 (5min)):
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DEBUG Segment 197 (GASS Block 512 (5min)):
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DEBUG Segment 198 (GASS Block 512 (5min)):
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DEBUG Segment 199 (GASS Block 512 (5min)):
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DEBUG Segment 200 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 201 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 202 (GASS Block 512 (5min)):
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Recon[4:9]:    [-47 -47 -42 -41 -40]
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L2 calculation: 0.0

DEBUG Segment 203 (GASS Block 512 (5min)):
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Recon[4:9]:    [-68 -65 -68 -71 -74]
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L2 calculation: 0.0

DEBUG Segment 204 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 205 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 206 (GASS Block 512 (5min)):
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Recon[4:9]:    [-34 -34 -35 -35 -37]
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L2 calculation: 0.0

DEBUG Segment 207 (GASS Block 512 (5min)):
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Recon[4:9]:    [ 78  41   9 -13 -33]
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L2 calculation: 0.0

DEBUG Segment 208 (GASS Block 512 (5min)):
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Recon[4:9]:    [-44 -43 -42 -39 -40]
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L2 calculation: 0.0

DEBUG Segment 209 (GASS Block 512 (5min)):
Original[4:9]: [-62 -61 -62 -62 -65]
Recon[4:9]:    [-62 -61 -62 -62 -65]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 210 (GASS Block 512 (5min)):
Original[4:9]: [-56 -60 -55 -56 -56]
Recon[4:9]:    [-56 -60 -55 -56 -56]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- GASS Block 512 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added GASS results for Block 512: CR Rice=2.210, CR Huff=2.246, mean L2=10.22986
Best params for LMS Block 1024 (10s): {'order': 4, 'mu': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-25 -25 -25 -25 -27]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (LMS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 2 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-72 -73 -75 -75 -71]
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L2 calculation: 0.0

DEBUG Segment 3 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-80 -81 -77 -73 -75]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (LMS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 5 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-32 -37 -37 -37 -34]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-43 -43 -37 -36 -37]
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L2 calculation: 0.0

DEBUG Segment 7 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-57 -54 -51 -51 -51]
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L2 calculation: 0.0

DEBUG Segment 8 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-49 -48 -50 -50 -48]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-40 -37 -39 -41 -39]
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L2 calculation: 0.0

DEBUG Segment 10 (LMS Block 1024 (5min)):
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Recon[4:9]:    [19 18 16 11  3]
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L2 calculation: 0.0

DEBUG Segment 11 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-42 -43 -43 -43 -41]
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L2 calculation: 0.0

DEBUG Segment 12 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-16 -16 -19 -22 -25]
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L2 calculation: 0.0

DEBUG Segment 13 (LMS Block 1024 (5min)):
Original[4:9]: [-28 -24 -22 -23 -29]
Recon[4:9]:    [-28 -24 -22 -23 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (LMS Block 1024 (5min)):
Original[4:9]: [-55 -55 -53 -49 -49]
Recon[4:9]:    [-55 -55 -53 -49 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (LMS Block 1024 (5min)):
Original[4:9]: [-35 -35 -38 -41 -39]
Recon[4:9]:    [-35 -35 -38 -41 -39]
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L2 calculation: 0.0

DEBUG Segment 16 (LMS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 17 (LMS Block 1024 (5min)):
Original[4:9]: [-45 -44 -45 -43 -44]
Recon[4:9]:    [-45 -44 -45 -43 -44]
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L2 calculation: 0.0

DEBUG Segment 18 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-29 -27 -29 -31 -29]
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L2 calculation: 0.0

DEBUG Segment 19 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-119 -114 -114 -116 -112]
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L2 calculation: 0.0

DEBUG Segment 20 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-28 -24 -22 -24 -25]
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L2 calculation: 0.0

DEBUG Segment 21 (LMS Block 1024 (5min)):
Original[4:9]: [19 13  5  1 -4]
Recon[4:9]:    [19 13  5  1 -4]
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L2 calculation: 0.0

DEBUG Segment 22 (LMS Block 1024 (5min)):
Original[4:9]: [-34 -36 -42 -42 -42]
Recon[4:9]:    [-34 -36 -42 -42 -42]
Raw difference: [0 0 0 0 0]
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L2 calculation: 0.0

DEBUG Segment 23 (LMS Block 1024 (5min)):
Original[4:9]: [-64 -60 -52 -56 -58]
Recon[4:9]:    [-64 -60 -52 -56 -58]
Raw difference: [0 0 0 0 0]
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L2 calculation: 0.0

DEBUG Segment 24 (LMS Block 1024 (5min)):
Original[4:9]: [-38 -38 -40 -36 -36]
Recon[4:9]:    [-38 -38 -40 -36 -36]
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L2 calculation: 0.0

DEBUG Segment 25 (LMS Block 1024 (5min)):
Original[4:9]: [ -74  -78  -84  -94 -104]
Recon[4:9]:    [ -74  -78  -84  -94 -104]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (LMS Block 1024 (5min)):
Original[4:9]: [-48 -47 -45 -45 -48]
Recon[4:9]:    [-48 -47 -45 -45 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (LMS Block 1024 (5min)):
Original[4:9]: [-44 -44 -41 -39 -43]
Recon[4:9]:    [-44 -44 -41 -39 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (LMS Block 1024 (5min)):
Original[4:9]: [-64 -63 -66 -69 -69]
Recon[4:9]:    [-64 -63 -66 -69 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (LMS Block 1024 (5min)):
Original[4:9]: [-42 -40 -39 -42 -39]
Recon[4:9]:    [-42 -40 -39 -42 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (LMS Block 1024 (5min)):
Original[4:9]: [-50 -51 -49 -46 -47]
Recon[4:9]:    [-50 -51 -49 -46 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (LMS Block 1024 (5min)):
Original[4:9]: [-41 -37 -34 -32 -31]
Recon[4:9]:    [-41 -37 -34 -32 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (LMS Block 1024 (5min)):
Original[4:9]: [-27 -26 -25 -25 -25]
Recon[4:9]:    [-27 -26 -25 -25 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (LMS Block 1024 (5min)):
Original[4:9]: [-44 -45 -47 -52 -51]
Recon[4:9]:    [-44 -45 -47 -52 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (LMS Block 1024 (5min)):
Original[4:9]: [-51 -52 -53 -54 -52]
Recon[4:9]:    [-51 -52 -53 -54 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (LMS Block 1024 (5min)):
Original[4:9]: [ 2 -1 -4 -5 -6]
Recon[4:9]:    [ 2 -1 -4 -5 -6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (LMS Block 1024 (5min)):
Original[4:9]: [-48 -44 -43 -45 -47]
Recon[4:9]:    [-48 -44 -43 -45 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (LMS Block 1024 (5min)):
Original[4:9]: [25 21 19 19 21]
Recon[4:9]:    [25 21 19 19 21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (LMS Block 1024 (5min)):
Original[4:9]: [  0  -7 -16 -23 -29]
Recon[4:9]:    [  0  -7 -16 -23 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (LMS Block 1024 (5min)):
Original[4:9]: [-47 -45 -42 -44 -47]
Recon[4:9]:    [-47 -45 -42 -44 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (LMS Block 1024 (5min)):
Original[4:9]: [-35 -35 -34 -38 -37]
Recon[4:9]:    [-35 -35 -34 -38 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (LMS Block 1024 (5min)):
Original[4:9]: [-71 -72 -76 -75 -71]
Recon[4:9]:    [-71 -72 -76 -75 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (LMS Block 1024 (5min)):
Original[4:9]: [-65 -55 -49 -53 -61]
Recon[4:9]:    [-65 -55 -49 -53 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (LMS Block 1024 (5min)):
Original[4:9]: [-38 -31 -27 -29 -33]
Recon[4:9]:    [-38 -31 -27 -29 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (LMS Block 1024 (5min)):
Original[4:9]: [-27 -29 -36 -35 -29]
Recon[4:9]:    [-27 -29 -36 -35 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (LMS Block 1024 (5min)):
Original[4:9]: [-60 -57 -54 -53 -56]
Recon[4:9]:    [-60 -57 -54 -53 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (LMS Block 1024 (5min)):
Original[4:9]: [-21  -7   0  -4  -9]
Recon[4:9]:    [-21  -7   0  -4  -9]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (LMS Block 1024 (5min)):
Original[4:9]: [-42 -48 -40 -32 -33]
Recon[4:9]:    [-42 -48 -40 -32 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (LMS Block 1024 (5min)):
Original[4:9]: [-44 -48 -49 -51 -50]
Recon[4:9]:    [-44 -48 -49 -51 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (LMS Block 1024 (5min)):
Original[4:9]: [-153 -132 -114 -106 -105]
Recon[4:9]:    [-153 -132 -114 -106 -105]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (LMS Block 1024 (5min)):
Original[4:9]: [-55 -61 -61 -57 -48]
Recon[4:9]:    [-55 -61 -61 -57 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (LMS Block 1024 (5min)):
Original[4:9]: [-67 -68 -73 -73 -63]
Recon[4:9]:    [-67 -68 -73 -73 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (LMS Block 1024 (5min)):
Original[4:9]: [-4 -5  1  0 -9]
Recon[4:9]:    [-4 -5  1  0 -9]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 53 (LMS Block 1024 (5min)):
Original[4:9]: [-26 -29 -29 -22 -21]
Recon[4:9]:    [-26 -29 -29 -22 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 54 (LMS Block 1024 (5min)):
Original[4:9]: [-43 -45 -49 -56 -53]
Recon[4:9]:    [-43 -45 -49 -56 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 55 (LMS Block 1024 (5min)):
Original[4:9]: [-65 -61 -57 -55 -52]
Recon[4:9]:    [-65 -61 -57 -55 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 56 (LMS Block 1024 (5min)):
Original[4:9]: [-109 -100  -91  -80  -76]
Recon[4:9]:    [-109 -100  -91  -80  -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 57 (LMS Block 1024 (5min)):
Original[4:9]: [-39 -40 -46 -45 -43]
Recon[4:9]:    [-39 -40 -46 -45 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 58 (LMS Block 1024 (5min)):
Original[4:9]: [-130 -130 -131 -131 -136]
Recon[4:9]:    [-130 -130 -131 -131 -136]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 59 (LMS Block 1024 (5min)):
Original[4:9]: [-17 -18 -20 -22 -24]
Recon[4:9]:    [-17 -18 -20 -22 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 60 (LMS Block 1024 (5min)):
Original[4:9]: [-42 -44 -40 -36 -35]
Recon[4:9]:    [-42 -44 -40 -36 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 61 (LMS Block 1024 (5min)):
Original[4:9]: [-29 -32 -34 -36 -37]
Recon[4:9]:    [-29 -32 -34 -36 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 62 (LMS Block 1024 (5min)):
Original[4:9]: [92 95 94 86 65]
Recon[4:9]:    [92 95 94 86 65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 63 (LMS Block 1024 (5min)):
Original[4:9]: [-40 -40 -41 -36 -40]
Recon[4:9]:    [-40 -40 -41 -36 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 64 (LMS Block 1024 (5min)):
Original[4:9]: [-42 -45 -45 -47 -45]
Recon[4:9]:    [-42 -45 -45 -47 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 65 (LMS Block 1024 (5min)):
Original[4:9]: [-97 -90 -90 -89 -89]
Recon[4:9]:    [-97 -90 -90 -89 -89]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 66 (LMS Block 1024 (5min)):
Original[4:9]: [-43 -43 -41 -41 -41]
Recon[4:9]:    [-43 -43 -41 -41 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 67 (LMS Block 1024 (5min)):
Original[4:9]: [-56 -55 -59 -59 -60]
Recon[4:9]:    [-56 -55 -59 -59 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 68 (LMS Block 1024 (5min)):
Original[4:9]: [-29 -28 -27 -27 -28]
Recon[4:9]:    [-29 -28 -27 -27 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 69 (LMS Block 1024 (5min)):
Original[4:9]: [ 3  4  5  8 11]
Recon[4:9]:    [ 3  4  5  8 11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 70 (LMS Block 1024 (5min)):
Original[4:9]: [-73 -75 -80 -78 -76]
Recon[4:9]:    [-73 -75 -80 -78 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 71 (LMS Block 1024 (5min)):
Original[4:9]: [-67 -65 -66 -68 -71]
Recon[4:9]:    [-67 -65 -66 -68 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 72 (LMS Block 1024 (5min)):
Original[4:9]: [-38 -36 -37 -37 -37]
Recon[4:9]:    [-38 -36 -37 -37 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 73 (LMS Block 1024 (5min)):
Original[4:9]: [ 6 15 12  4  8]
Recon[4:9]:    [ 6 15 12  4  8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 74 (LMS Block 1024 (5min)):
Original[4:9]: [-31 -32 -35 -36 -34]
Recon[4:9]:    [-31 -32 -35 -36 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 75 (LMS Block 1024 (5min)):
Original[4:9]: [-36 -33 -31 -27 -28]
Recon[4:9]:    [-36 -33 -31 -27 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 76 (LMS Block 1024 (5min)):
Original[4:9]: [-198 -201 -188 -170 -158]
Recon[4:9]:    [-198 -201 -188 -170 -158]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 77 (LMS Block 1024 (5min)):
Original[4:9]: [-2  4 10  8  5]
Recon[4:9]:    [-2  4 10  8  5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 78 (LMS Block 1024 (5min)):
Original[4:9]: [-47 -44 -47 -48 -48]
Recon[4:9]:    [-47 -44 -47 -48 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 79 (LMS Block 1024 (5min)):
Original[4:9]: [-82 -78 -71 -67 -72]
Recon[4:9]:    [-82 -78 -71 -67 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 80 (LMS Block 1024 (5min)):
Original[4:9]: [-61 -58 -59 -56 -57]
Recon[4:9]:    [-61 -58 -59 -56 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 81 (LMS Block 1024 (5min)):
Original[4:9]: [-17 -20 -20 -23 -20]
Recon[4:9]:    [-17 -20 -20 -23 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 82 (LMS Block 1024 (5min)):
Original[4:9]: [-42 -49 -46 -36 -23]
Recon[4:9]:    [-42 -49 -46 -36 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 83 (LMS Block 1024 (5min)):
Original[4:9]: [-47 -50 -55 -54 -55]
Recon[4:9]:    [-47 -50 -55 -54 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 84 (LMS Block 1024 (5min)):
Original[4:9]: [-66 -74 -85 -96 -95]
Recon[4:9]:    [-66 -74 -85 -96 -95]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 85 (LMS Block 1024 (5min)):
Original[4:9]: [-48 -41 -31 -22 -18]
Recon[4:9]:    [-48 -41 -31 -22 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 86 (LMS Block 1024 (5min)):
Original[4:9]: [-82 -85 -84 -78 -72]
Recon[4:9]:    [-82 -85 -84 -78 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 87 (LMS Block 1024 (5min)):
Original[4:9]: [-31 -29 -32 -39 -44]
Recon[4:9]:    [-31 -29 -32 -39 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 88 (LMS Block 1024 (5min)):
Original[4:9]: [ 1  8 11 10  7]
Recon[4:9]:    [ 1  8 11 10  7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 89 (LMS Block 1024 (5min)):
Original[4:9]: [-66 -76 -83 -80 -64]
Recon[4:9]:    [-66 -76 -83 -80 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 90 (LMS Block 1024 (5min)):
Original[4:9]: [-25 -28 -31 -34 -31]
Recon[4:9]:    [-25 -28 -31 -34 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 91 (LMS Block 1024 (5min)):
Original[4:9]: [-48 -51 -59 -73 -85]
Recon[4:9]:    [-48 -51 -59 -73 -85]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 92 (LMS Block 1024 (5min)):
Original[4:9]: [-49 -49 -49 -48 -50]
Recon[4:9]:    [-49 -49 -49 -48 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 93 (LMS Block 1024 (5min)):
Original[4:9]: [-27 -30 -36 -40 -38]
Recon[4:9]:    [-27 -30 -36 -40 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 94 (LMS Block 1024 (5min)):
Original[4:9]: [-28 -22 -21 -22 -26]
Recon[4:9]:    [-28 -22 -21 -22 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 95 (LMS Block 1024 (5min)):
Original[4:9]: [-33 -30 -30 -31 -31]
Recon[4:9]:    [-33 -30 -30 -31 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 96 (LMS Block 1024 (5min)):
Original[4:9]: [-171 -179 -184 -187 -185]
Recon[4:9]:    [-171 -179 -184 -187 -185]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 97 (LMS Block 1024 (5min)):
Original[4:9]: [ 9 10 10  7  7]
Recon[4:9]:    [ 9 10 10  7  7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 98 (LMS Block 1024 (5min)):
Original[4:9]: [-10  -5  -2  -1  -7]
Recon[4:9]:    [-10  -5  -2  -1  -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 99 (LMS Block 1024 (5min)):
Original[4:9]: [-119 -119 -120 -120 -121]
Recon[4:9]:    [-119 -119 -120 -120 -121]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 100 (LMS Block 1024 (5min)):
Original[4:9]: [120 119 113  86  49]
Recon[4:9]:    [120 119 113  86  49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 101 (LMS Block 1024 (5min)):
Original[4:9]: [-47 -47 -42 -41 -40]
Recon[4:9]:    [-47 -47 -42 -41 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 102 (LMS Block 1024 (5min)):
Original[4:9]: [ 78  83  92 101 106]
Recon[4:9]:    [ 78  83  92 101 106]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 103 (LMS Block 1024 (5min)):
Original[4:9]: [-34 -34 -35 -35 -37]
Recon[4:9]:    [-34 -34 -35 -35 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 104 (LMS Block 1024 (5min)):
Original[4:9]: [-44 -43 -42 -39 -40]
Recon[4:9]:    [-44 -43 -42 -39 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 105 (LMS Block 1024 (5min)):
Original[4:9]: [-56 -60 -55 -56 -56]
Recon[4:9]:    [-56 -60 -55 -56 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- LMS Block 1024 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added LMS results for Block 1024: CR Rice=1.925, CR Huff=2.000, mean L2=15.13693
Best params for NLMS Block 1024 (10s): {'order': 4, 'mu': 0.01} (avg l2-norm=0.00000)

DEBUG Segment 0 (NLMS Block 1024 (5min)):
Original[4:9]: [-25 -25 -25 -25 -27]
Recon[4:9]:    [-25 -25 -25 -25 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (NLMS Block 1024 (5min)):
Original[4:9]: [-68 -69 -65 -62 -62]
Recon[4:9]:    [-68 -69 -65 -62 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (NLMS Block 1024 (5min)):
Original[4:9]: [-72 -73 -75 -75 -71]
Recon[4:9]:    [-72 -73 -75 -75 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (NLMS Block 1024 (5min)):
Original[4:9]: [-80 -81 -77 -73 -75]
Recon[4:9]:    [-80 -81 -77 -73 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (NLMS Block 1024 (5min)):
Original[4:9]: [13 26 44 51 38]
Recon[4:9]:    [13 26 44 51 38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (NLMS Block 1024 (5min)):
Original[4:9]: [-32 -37 -37 -37 -34]
Recon[4:9]:    [-32 -37 -37 -37 -34]
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DEBUG Segment 6 (NLMS Block 1024 (5min)):
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DEBUG Segment 7 (NLMS Block 1024 (5min)):
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DEBUG Segment 8 (NLMS Block 1024 (5min)):
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DEBUG Segment 9 (NLMS Block 1024 (5min)):
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DEBUG Segment 10 (NLMS Block 1024 (5min)):
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DEBUG Segment 11 (NLMS Block 1024 (5min)):
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DEBUG Segment 12 (NLMS Block 1024 (5min)):
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DEBUG Segment 13 (NLMS Block 1024 (5min)):
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DEBUG Segment 14 (NLMS Block 1024 (5min)):
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DEBUG Segment 15 (NLMS Block 1024 (5min)):
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DEBUG Segment 16 (NLMS Block 1024 (5min)):
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DEBUG Segment 17 (NLMS Block 1024 (5min)):
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DEBUG Segment 18 (NLMS Block 1024 (5min)):
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DEBUG Segment 19 (NLMS Block 1024 (5min)):
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DEBUG Segment 20 (NLMS Block 1024 (5min)):
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DEBUG Segment 21 (NLMS Block 1024 (5min)):
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DEBUG Segment 22 (NLMS Block 1024 (5min)):
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DEBUG Segment 23 (NLMS Block 1024 (5min)):
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DEBUG Segment 24 (NLMS Block 1024 (5min)):
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DEBUG Segment 25 (NLMS Block 1024 (5min)):
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DEBUG Segment 26 (NLMS Block 1024 (5min)):
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DEBUG Segment 27 (NLMS Block 1024 (5min)):
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DEBUG Segment 28 (NLMS Block 1024 (5min)):
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DEBUG Segment 29 (NLMS Block 1024 (5min)):
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DEBUG Segment 30 (NLMS Block 1024 (5min)):
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DEBUG Segment 31 (NLMS Block 1024 (5min)):
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DEBUG Segment 32 (NLMS Block 1024 (5min)):
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DEBUG Segment 33 (NLMS Block 1024 (5min)):
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DEBUG Segment 34 (NLMS Block 1024 (5min)):
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DEBUG Segment 35 (NLMS Block 1024 (5min)):
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DEBUG Segment 36 (NLMS Block 1024 (5min)):
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DEBUG Segment 37 (NLMS Block 1024 (5min)):
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DEBUG Segment 38 (NLMS Block 1024 (5min)):
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DEBUG Segment 39 (NLMS Block 1024 (5min)):
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DEBUG Segment 40 (NLMS Block 1024 (5min)):
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DEBUG Segment 41 (NLMS Block 1024 (5min)):
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DEBUG Segment 42 (NLMS Block 1024 (5min)):
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DEBUG Segment 43 (NLMS Block 1024 (5min)):
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DEBUG Segment 44 (NLMS Block 1024 (5min)):
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DEBUG Segment 45 (NLMS Block 1024 (5min)):
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DEBUG Segment 46 (NLMS Block 1024 (5min)):
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DEBUG Segment 47 (NLMS Block 1024 (5min)):
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DEBUG Segment 48 (NLMS Block 1024 (5min)):
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DEBUG Segment 49 (NLMS Block 1024 (5min)):
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DEBUG Segment 50 (NLMS Block 1024 (5min)):
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DEBUG Segment 51 (NLMS Block 1024 (5min)):
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DEBUG Segment 52 (NLMS Block 1024 (5min)):
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DEBUG Segment 53 (NLMS Block 1024 (5min)):
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DEBUG Segment 54 (NLMS Block 1024 (5min)):
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DEBUG Segment 55 (NLMS Block 1024 (5min)):
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DEBUG Segment 56 (NLMS Block 1024 (5min)):
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DEBUG Segment 57 (NLMS Block 1024 (5min)):
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DEBUG Segment 58 (NLMS Block 1024 (5min)):
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DEBUG Segment 59 (NLMS Block 1024 (5min)):
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DEBUG Segment 60 (NLMS Block 1024 (5min)):
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DEBUG Segment 61 (NLMS Block 1024 (5min)):
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DEBUG Segment 62 (NLMS Block 1024 (5min)):
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DEBUG Segment 63 (NLMS Block 1024 (5min)):
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DEBUG Segment 64 (NLMS Block 1024 (5min)):
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DEBUG Segment 65 (NLMS Block 1024 (5min)):
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DEBUG Segment 66 (NLMS Block 1024 (5min)):
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DEBUG Segment 67 (NLMS Block 1024 (5min)):
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DEBUG Segment 68 (NLMS Block 1024 (5min)):
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DEBUG Segment 69 (NLMS Block 1024 (5min)):
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DEBUG Segment 70 (NLMS Block 1024 (5min)):
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DEBUG Segment 71 (NLMS Block 1024 (5min)):
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DEBUG Segment 72 (NLMS Block 1024 (5min)):
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DEBUG Segment 73 (NLMS Block 1024 (5min)):
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DEBUG Segment 74 (NLMS Block 1024 (5min)):
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DEBUG Segment 75 (NLMS Block 1024 (5min)):
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DEBUG Segment 76 (NLMS Block 1024 (5min)):
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DEBUG Segment 77 (NLMS Block 1024 (5min)):
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DEBUG Segment 78 (NLMS Block 1024 (5min)):
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DEBUG Segment 79 (NLMS Block 1024 (5min)):
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DEBUG Segment 80 (NLMS Block 1024 (5min)):
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DEBUG Segment 81 (NLMS Block 1024 (5min)):
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DEBUG Segment 82 (NLMS Block 1024 (5min)):
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DEBUG Segment 83 (NLMS Block 1024 (5min)):
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DEBUG Segment 84 (NLMS Block 1024 (5min)):
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DEBUG Segment 85 (NLMS Block 1024 (5min)):
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DEBUG Segment 86 (NLMS Block 1024 (5min)):
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DEBUG Segment 87 (NLMS Block 1024 (5min)):
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DEBUG Segment 88 (NLMS Block 1024 (5min)):
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DEBUG Segment 89 (NLMS Block 1024 (5min)):
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DEBUG Segment 90 (NLMS Block 1024 (5min)):
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DEBUG Segment 91 (NLMS Block 1024 (5min)):
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DEBUG Segment 92 (NLMS Block 1024 (5min)):
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Recon[4:9]:    [-49 -49 -49 -48 -50]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 93 (NLMS Block 1024 (5min)):
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Recon[4:9]:    [-27 -30 -36 -40 -38]
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DEBUG Segment 94 (NLMS Block 1024 (5min)):
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Recon[4:9]:    [-28 -22 -21 -22 -26]
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L2 calculation: 0.0

DEBUG Segment 95 (NLMS Block 1024 (5min)):
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Recon[4:9]:    [-33 -30 -30 -31 -31]
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L2 calculation: 0.0

DEBUG Segment 96 (NLMS Block 1024 (5min)):
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Recon[4:9]:    [-171 -179 -184 -187 -185]
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L2 calculation: 0.0

DEBUG Segment 97 (NLMS Block 1024 (5min)):
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Recon[4:9]:    [ 9 10 10  7  7]
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L2 calculation: 0.0

DEBUG Segment 98 (NLMS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 99 (NLMS Block 1024 (5min)):
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Recon[4:9]:    [-119 -119 -120 -120 -121]
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L2 calculation: 0.0

DEBUG Segment 100 (NLMS Block 1024 (5min)):
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Recon[4:9]:    [120 119 113  86  49]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 101 (NLMS Block 1024 (5min)):
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Recon[4:9]:    [-47 -47 -42 -41 -40]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 102 (NLMS Block 1024 (5min)):
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Recon[4:9]:    [ 78  83  92 101 106]
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L2 calculation: 0.0

DEBUG Segment 103 (NLMS Block 1024 (5min)):
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Recon[4:9]:    [-34 -34 -35 -35 -37]
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L2 calculation: 0.0

DEBUG Segment 104 (NLMS Block 1024 (5min)):
Original[4:9]: [-44 -43 -42 -39 -40]
Recon[4:9]:    [-44 -43 -42 -39 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 105 (NLMS Block 1024 (5min)):
Original[4:9]: [-56 -60 -55 -56 -56]
Recon[4:9]:    [-56 -60 -55 -56 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- NLMS Block 1024 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added NLMS results for Block 1024: CR Rice=1.914, CR Huff=1.995, mean L2=15.62050
Best params for GASS Block 1024 (10s): {'order': 4, 'mu': 1e-07, 'rho': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-25 -25 -25 -25 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (GASS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 2 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-72 -73 -75 -75 -71]
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L2 calculation: 0.0

DEBUG Segment 3 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-80 -81 -77 -73 -75]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (GASS Block 1024 (5min)):
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Recon[4:9]:    [13 26 44 51 38]
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L2 calculation: 0.0

DEBUG Segment 5 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-32 -37 -37 -37 -34]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-43 -43 -37 -36 -37]
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L2 calculation: 0.0

DEBUG Segment 7 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-57 -54 -51 -51 -51]
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L2 calculation: 0.0

DEBUG Segment 8 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-49 -48 -50 -50 -48]
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L2 calculation: 0.0

DEBUG Segment 9 (GASS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 10 (GASS Block 1024 (5min)):
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Recon[4:9]:    [19 18 16 11  3]
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L2 calculation: 0.0

DEBUG Segment 11 (GASS Block 1024 (5min)):
Original[4:9]: [-42 -43 -43 -43 -41]
Recon[4:9]:    [-42 -43 -43 -43 -41]
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L2 calculation: 0.0

DEBUG Segment 12 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-16 -16 -19 -22 -25]
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L2 calculation: 0.0

DEBUG Segment 13 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-28 -24 -22 -23 -29]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (GASS Block 1024 (5min)):
Original[4:9]: [-55 -55 -53 -49 -49]
Recon[4:9]:    [-55 -55 -53 -49 -49]
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L2 calculation: 0.0

DEBUG Segment 15 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-35 -35 -38 -41 -39]
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L2 calculation: 0.0

DEBUG Segment 16 (GASS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 17 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-45 -44 -45 -43 -44]
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L2 calculation: 0.0

DEBUG Segment 18 (GASS Block 1024 (5min)):
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DEBUG Segment 19 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-119 -114 -114 -116 -112]
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DEBUG Segment 20 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-28 -24 -22 -24 -25]
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DEBUG Segment 21 (GASS Block 1024 (5min)):
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Recon[4:9]:    [19 13  5  1 -4]
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L2 calculation: 0.0

DEBUG Segment 22 (GASS Block 1024 (5min)):
Original[4:9]: [-34 -36 -42 -42 -42]
Recon[4:9]:    [-34 -36 -42 -42 -42]
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L2 calculation: 0.0

DEBUG Segment 23 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-64 -60 -52 -56 -58]
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L2 calculation: 0.0

DEBUG Segment 24 (GASS Block 1024 (5min)):
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DEBUG Segment 25 (GASS Block 1024 (5min)):
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DEBUG Segment 26 (GASS Block 1024 (5min)):
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DEBUG Segment 27 (GASS Block 1024 (5min)):
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DEBUG Segment 28 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-64 -63 -66 -69 -69]
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L2 calculation: 0.0

DEBUG Segment 29 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-42 -40 -39 -42 -39]
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L2 calculation: 0.0

DEBUG Segment 30 (GASS Block 1024 (5min)):
Original[4:9]: [-50 -51 -49 -46 -47]
Recon[4:9]:    [-50 -51 -49 -46 -47]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (GASS Block 1024 (5min)):
Original[4:9]: [-41 -37 -34 -32 -31]
Recon[4:9]:    [-41 -37 -34 -32 -31]
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L2 calculation: 0.0

DEBUG Segment 32 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-27 -26 -25 -25 -25]
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L2 calculation: 0.0

DEBUG Segment 33 (GASS Block 1024 (5min)):
Original[4:9]: [-44 -45 -47 -52 -51]
Recon[4:9]:    [-44 -45 -47 -52 -51]
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L2 calculation: 0.0

DEBUG Segment 34 (GASS Block 1024 (5min)):
Original[4:9]: [-51 -52 -53 -54 -52]
Recon[4:9]:    [-51 -52 -53 -54 -52]
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L2 calculation: 0.0

DEBUG Segment 35 (GASS Block 1024 (5min)):
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DEBUG Segment 36 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-48 -44 -43 -45 -47]
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DEBUG Segment 37 (GASS Block 1024 (5min)):
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DEBUG Segment 38 (GASS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 39 (GASS Block 1024 (5min)):
Original[4:9]: [-47 -45 -42 -44 -47]
Recon[4:9]:    [-47 -45 -42 -44 -47]
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L2 calculation: 0.0

DEBUG Segment 40 (GASS Block 1024 (5min)):
Original[4:9]: [-35 -35 -34 -38 -37]
Recon[4:9]:    [-35 -35 -34 -38 -37]
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L2 calculation: 0.0

DEBUG Segment 41 (GASS Block 1024 (5min)):
Original[4:9]: [-71 -72 -76 -75 -71]
Recon[4:9]:    [-71 -72 -76 -75 -71]
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DEBUG Segment 42 (GASS Block 1024 (5min)):
Original[4:9]: [-65 -55 -49 -53 -61]
Recon[4:9]:    [-65 -55 -49 -53 -61]
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L2 calculation: 0.0

DEBUG Segment 43 (GASS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 44 (GASS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 45 (GASS Block 1024 (5min)):
Original[4:9]: [-60 -57 -54 -53 -56]
Recon[4:9]:    [-60 -57 -54 -53 -56]
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L2 calculation: 0.0

DEBUG Segment 46 (GASS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 47 (GASS Block 1024 (5min)):
Original[4:9]: [-42 -48 -40 -32 -33]
Recon[4:9]:    [-42 -48 -40 -32 -33]
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L2 calculation: 0.0

DEBUG Segment 48 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-44 -48 -49 -51 -50]
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L2 calculation: 0.0

DEBUG Segment 49 (GASS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 50 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-55 -61 -61 -57 -48]
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L2 calculation: 0.0

DEBUG Segment 51 (GASS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 52 (GASS Block 1024 (5min)):
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DEBUG Segment 53 (GASS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 54 (GASS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 55 (GASS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 56 (GASS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 57 (GASS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 58 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-130 -130 -131 -131 -136]
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DEBUG Segment 59 (GASS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 60 (GASS Block 1024 (5min)):
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DEBUG Segment 61 (GASS Block 1024 (5min)):
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DEBUG Segment 62 (GASS Block 1024 (5min)):
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DEBUG Segment 63 (GASS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 64 (GASS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 65 (GASS Block 1024 (5min)):
Original[4:9]: [-97 -90 -90 -89 -89]
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L2 calculation: 0.0

DEBUG Segment 66 (GASS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 67 (GASS Block 1024 (5min)):
Original[4:9]: [-56 -55 -59 -59 -60]
Recon[4:9]:    [-56 -55 -59 -59 -60]
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L2 calculation: 0.0

DEBUG Segment 68 (GASS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 69 (GASS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 70 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-73 -75 -80 -78 -76]
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L2 calculation: 0.0

DEBUG Segment 71 (GASS Block 1024 (5min)):
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Recon[4:9]:    [-67 -65 -66 -68 -71]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 72 (GASS Block 1024 (5min)):
Original[4:9]: [-38 -36 -37 -37 -37]
Recon[4:9]:    [-38 -36 -37 -37 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 73 (GASS Block 1024 (5min)):
Original[4:9]: [ 6 15 12  4  8]
Recon[4:9]:    [ 6 15 12  4  8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 74 (GASS Block 1024 (5min)):
Original[4:9]: [-31 -32 -35 -36 -34]
Recon[4:9]:    [-31 -32 -35 -36 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 75 (GASS Block 1024 (5min)):
Original[4:9]: [-36 -33 -31 -27 -28]
Recon[4:9]:    [-36 -33 -31 -27 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 76 (GASS Block 1024 (5min)):
Original[4:9]: [-198 -201 -188 -170 -158]
Recon[4:9]:    [-198 -201 -188 -170 -158]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 77 (GASS Block 1024 (5min)):
Original[4:9]: [-2  4 10  8  5]
Recon[4:9]:    [-2  4 10  8  5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 78 (GASS Block 1024 (5min)):
Original[4:9]: [-47 -44 -47 -48 -48]
Recon[4:9]:    [-47 -44 -47 -48 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 79 (GASS Block 1024 (5min)):
Original[4:9]: [-82 -78 -71 -67 -72]
Recon[4:9]:    [-82 -78 -71 -67 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 80 (GASS Block 1024 (5min)):
Original[4:9]: [-61 -58 -59 -56 -57]
Recon[4:9]:    [-61 -58 -59 -56 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 81 (GASS Block 1024 (5min)):
Original[4:9]: [-17 -20 -20 -23 -20]
Recon[4:9]:    [-17 -20 -20 -23 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 82 (GASS Block 1024 (5min)):
Original[4:9]: [-42 -49 -46 -36 -23]
Recon[4:9]:    [-42 -49 -46 -36 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 83 (GASS Block 1024 (5min)):
Original[4:9]: [-47 -50 -55 -54 -55]
Recon[4:9]:    [-47 -50 -55 -54 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 84 (GASS Block 1024 (5min)):
Original[4:9]: [-66 -74 -85 -96 -95]
Recon[4:9]:    [-66 -74 -85 -96 -95]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 85 (GASS Block 1024 (5min)):
Original[4:9]: [-48 -41 -31 -22 -18]
Recon[4:9]:    [-48 -41 -31 -22 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 86 (GASS Block 1024 (5min)):
Original[4:9]: [-82 -85 -84 -78 -72]
Recon[4:9]:    [-82 -85 -84 -78 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 87 (GASS Block 1024 (5min)):
Original[4:9]: [-31 -29 -32 -39 -44]
Recon[4:9]:    [-31 -29 -32 -39 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 88 (GASS Block 1024 (5min)):
Original[4:9]: [ 1  8 11 10  7]
Recon[4:9]:    [ 1  8 11 10  7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 89 (GASS Block 1024 (5min)):
Original[4:9]: [-66 -76 -83 -80 -64]
Recon[4:9]:    [-66 -76 -83 -80 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 90 (GASS Block 1024 (5min)):
Original[4:9]: [-25 -28 -31 -34 -31]
Recon[4:9]:    [-25 -28 -31 -34 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 91 (GASS Block 1024 (5min)):
Original[4:9]: [-48 -51 -59 -73 -85]
Recon[4:9]:    [-48 -51 -59 -73 -85]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 92 (GASS Block 1024 (5min)):
Original[4:9]: [-49 -49 -49 -48 -50]
Recon[4:9]:    [-49 -49 -49 -48 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 93 (GASS Block 1024 (5min)):
Original[4:9]: [-27 -30 -36 -40 -38]
Recon[4:9]:    [-27 -30 -36 -40 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 94 (GASS Block 1024 (5min)):
Original[4:9]: [-28 -22 -21 -22 -26]
Recon[4:9]:    [-28 -22 -21 -22 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 95 (GASS Block 1024 (5min)):
Original[4:9]: [-33 -30 -30 -31 -31]
Recon[4:9]:    [-33 -30 -30 -31 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 96 (GASS Block 1024 (5min)):
Original[4:9]: [-171 -179 -184 -187 -185]
Recon[4:9]:    [-171 -179 -184 -187 -185]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 97 (GASS Block 1024 (5min)):
Original[4:9]: [ 9 10 10  7  7]
Recon[4:9]:    [ 9 10 10  7  7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 98 (GASS Block 1024 (5min)):
Original[4:9]: [-10  -5  -2  -1  -7]
Recon[4:9]:    [-10  -5  -2  -1  -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 99 (GASS Block 1024 (5min)):
Original[4:9]: [-119 -119 -120 -120 -121]
Recon[4:9]:    [-119 -119 -120 -120 -121]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 100 (GASS Block 1024 (5min)):
Original[4:9]: [120 119 113  86  49]
Recon[4:9]:    [120 119 113  86  49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 101 (GASS Block 1024 (5min)):
Original[4:9]: [-47 -47 -42 -41 -40]
Recon[4:9]:    [-47 -47 -42 -41 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 102 (GASS Block 1024 (5min)):
Original[4:9]: [ 78  83  92 101 106]
Recon[4:9]:    [ 78  83  92 101 106]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 103 (GASS Block 1024 (5min)):
Original[4:9]: [-34 -34 -35 -35 -37]
Recon[4:9]:    [-34 -34 -35 -35 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 104 (GASS Block 1024 (5min)):
Original[4:9]: [-44 -43 -42 -39 -40]
Recon[4:9]:    [-44 -43 -42 -39 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 105 (GASS Block 1024 (5min)):
Original[4:9]: [-56 -60 -55 -56 -56]
Recon[4:9]:    [-56 -60 -55 -56 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- GASS Block 1024 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added GASS results for Block 1024: CR Rice=2.313, CR Huff=2.352, mean L2=8.18819
Best params for LMS Block 2048 (10s): {'order': 4, 'mu': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (LMS Block 2048 (5min)):
Original[4:9]: [-25 -25 -25 -25 -27]
Recon[4:9]:    [-25 -25 -25 -25 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (LMS Block 2048 (5min)):
Original[4:9]: [-72 -73 -75 -75 -71]
Recon[4:9]:    [-72 -73 -75 -75 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (LMS Block 2048 (5min)):
Original[4:9]: [13 26 44 51 38]
Recon[4:9]:    [13 26 44 51 38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (LMS Block 2048 (5min)):
Original[4:9]: [-43 -43 -37 -36 -37]
Recon[4:9]:    [-43 -43 -37 -36 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (LMS Block 2048 (5min)):
Original[4:9]: [-49 -48 -50 -50 -48]
Recon[4:9]:    [-49 -48 -50 -50 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (LMS Block 2048 (5min)):
Original[4:9]: [19 18 16 11  3]
Recon[4:9]:    [19 18 16 11  3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (LMS Block 2048 (5min)):
Original[4:9]: [-16 -16 -19 -22 -25]
Recon[4:9]:    [-16 -16 -19 -22 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (LMS Block 2048 (5min)):
Original[4:9]: [-55 -55 -53 -49 -49]
Recon[4:9]:    [-55 -55 -53 -49 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (LMS Block 2048 (5min)):
Original[4:9]: [ -92  -98 -101 -103 -106]
Recon[4:9]:    [ -92  -98 -101 -103 -106]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (LMS Block 2048 (5min)):
Original[4:9]: [-29 -27 -29 -31 -29]
Recon[4:9]:    [-29 -27 -29 -31 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (LMS Block 2048 (5min)):
Original[4:9]: [-28 -24 -22 -24 -25]
Recon[4:9]:    [-28 -24 -22 -24 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (LMS Block 2048 (5min)):
Original[4:9]: [-34 -36 -42 -42 -42]
Recon[4:9]:    [-34 -36 -42 -42 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (LMS Block 2048 (5min)):
Original[4:9]: [-38 -38 -40 -36 -36]
Recon[4:9]:    [-38 -38 -40 -36 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (LMS Block 2048 (5min)):
Original[4:9]: [-48 -47 -45 -45 -48]
Recon[4:9]:    [-48 -47 -45 -45 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (LMS Block 2048 (5min)):
Original[4:9]: [-64 -63 -66 -69 -69]
Recon[4:9]:    [-64 -63 -66 -69 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (LMS Block 2048 (5min)):
Original[4:9]: [-50 -51 -49 -46 -47]
Recon[4:9]:    [-50 -51 -49 -46 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (LMS Block 2048 (5min)):
Original[4:9]: [-27 -26 -25 -25 -25]
Recon[4:9]:    [-27 -26 -25 -25 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (LMS Block 2048 (5min)):
Original[4:9]: [-51 -52 -53 -54 -52]
Recon[4:9]:    [-51 -52 -53 -54 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (LMS Block 2048 (5min)):
Original[4:9]: [-48 -44 -43 -45 -47]
Recon[4:9]:    [-48 -44 -43 -45 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (LMS Block 2048 (5min)):
Original[4:9]: [  0  -7 -16 -23 -29]
Recon[4:9]:    [  0  -7 -16 -23 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (LMS Block 2048 (5min)):
Original[4:9]: [-35 -35 -34 -38 -37]
Recon[4:9]:    [-35 -35 -34 -38 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (LMS Block 2048 (5min)):
Original[4:9]: [-65 -55 -49 -53 -61]
Recon[4:9]:    [-65 -55 -49 -53 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (LMS Block 2048 (5min)):
Original[4:9]: [-27 -29 -36 -35 -29]
Recon[4:9]:    [-27 -29 -36 -35 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (LMS Block 2048 (5min)):
Original[4:9]: [-21  -7   0  -4  -9]
Recon[4:9]:    [-21  -7   0  -4  -9]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (LMS Block 2048 (5min)):
Original[4:9]: [-44 -48 -49 -51 -50]
Recon[4:9]:    [-44 -48 -49 -51 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (LMS Block 2048 (5min)):
Original[4:9]: [-55 -61 -61 -57 -48]
Recon[4:9]:    [-55 -61 -61 -57 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (LMS Block 2048 (5min)):
Original[4:9]: [-4 -5  1  0 -9]
Recon[4:9]:    [-4 -5  1  0 -9]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (LMS Block 2048 (5min)):
Original[4:9]: [-43 -45 -49 -56 -53]
Recon[4:9]:    [-43 -45 -49 -56 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (LMS Block 2048 (5min)):
Original[4:9]: [-109 -100  -91  -80  -76]
Recon[4:9]:    [-109 -100  -91  -80  -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (LMS Block 2048 (5min)):
Original[4:9]: [-130 -130 -131 -131 -136]
Recon[4:9]:    [-130 -130 -131 -131 -136]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (LMS Block 2048 (5min)):
Original[4:9]: [-42 -44 -40 -36 -35]
Recon[4:9]:    [-42 -44 -40 -36 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (LMS Block 2048 (5min)):
Original[4:9]: [92 95 94 86 65]
Recon[4:9]:    [92 95 94 86 65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (LMS Block 2048 (5min)):
Original[4:9]: [-42 -45 -45 -47 -45]
Recon[4:9]:    [-42 -45 -45 -47 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (LMS Block 2048 (5min)):
Original[4:9]: [-43 -43 -41 -41 -41]
Recon[4:9]:    [-43 -43 -41 -41 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (LMS Block 2048 (5min)):
Original[4:9]: [-29 -28 -27 -27 -28]
Recon[4:9]:    [-29 -28 -27 -27 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (LMS Block 2048 (5min)):
Original[4:9]: [-73 -75 -80 -78 -76]
Recon[4:9]:    [-73 -75 -80 -78 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (LMS Block 2048 (5min)):
Original[4:9]: [-38 -36 -37 -37 -37]
Recon[4:9]:    [-38 -36 -37 -37 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (LMS Block 2048 (5min)):
Original[4:9]: [-31 -32 -35 -36 -34]
Recon[4:9]:    [-31 -32 -35 -36 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (LMS Block 2048 (5min)):
Original[4:9]: [-198 -201 -188 -170 -158]
Recon[4:9]:    [-198 -201 -188 -170 -158]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (LMS Block 2048 (5min)):
Original[4:9]: [-47 -44 -47 -48 -48]
Recon[4:9]:    [-47 -44 -47 -48 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (LMS Block 2048 (5min)):
Original[4:9]: [-61 -58 -59 -56 -57]
Recon[4:9]:    [-61 -58 -59 -56 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (LMS Block 2048 (5min)):
Original[4:9]: [-42 -49 -46 -36 -23]
Recon[4:9]:    [-42 -49 -46 -36 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (LMS Block 2048 (5min)):
Original[4:9]: [-66 -74 -85 -96 -95]
Recon[4:9]:    [-66 -74 -85 -96 -95]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (LMS Block 2048 (5min)):
Original[4:9]: [-82 -85 -84 -78 -72]
Recon[4:9]:    [-82 -85 -84 -78 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (LMS Block 2048 (5min)):
Original[4:9]: [ 1  8 11 10  7]
Recon[4:9]:    [ 1  8 11 10  7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (LMS Block 2048 (5min)):
Original[4:9]: [-25 -28 -31 -34 -31]
Recon[4:9]:    [-25 -28 -31 -34 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (LMS Block 2048 (5min)):
Original[4:9]: [-49 -49 -49 -48 -50]
Recon[4:9]:    [-49 -49 -49 -48 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (LMS Block 2048 (5min)):
Original[4:9]: [-28 -22 -21 -22 -26]
Recon[4:9]:    [-28 -22 -21 -22 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (LMS Block 2048 (5min)):
Original[4:9]: [-171 -179 -184 -187 -185]
Recon[4:9]:    [-171 -179 -184 -187 -185]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (LMS Block 2048 (5min)):
Original[4:9]: [-10  -5  -2  -1  -7]
Recon[4:9]:    [-10  -5  -2  -1  -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (LMS Block 2048 (5min)):
Original[4:9]: [120 119 113  86  49]
Recon[4:9]:    [120 119 113  86  49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (LMS Block 2048 (5min)):
Original[4:9]: [ 78  83  92 101 106]
Recon[4:9]:    [ 78  83  92 101 106]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (LMS Block 2048 (5min)):
Original[4:9]: [-44 -43 -42 -39 -40]
Recon[4:9]:    [-44 -43 -42 -39 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- LMS Block 2048 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added LMS results for Block 2048: CR Rice=2.047, CR Huff=2.100, mean L2=12.64421
Best params for NLMS Block 2048 (10s): {'order': 4, 'mu': 0.01} (avg l2-norm=0.00000)

DEBUG Segment 0 (NLMS Block 2048 (5min)):
Original[4:9]: [-25 -25 -25 -25 -27]
Recon[4:9]:    [-25 -25 -25 -25 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (NLMS Block 2048 (5min)):
Original[4:9]: [-72 -73 -75 -75 -71]
Recon[4:9]:    [-72 -73 -75 -75 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (NLMS Block 2048 (5min)):
Original[4:9]: [13 26 44 51 38]
Recon[4:9]:    [13 26 44 51 38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (NLMS Block 2048 (5min)):
Original[4:9]: [-43 -43 -37 -36 -37]
Recon[4:9]:    [-43 -43 -37 -36 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (NLMS Block 2048 (5min)):
Original[4:9]: [-49 -48 -50 -50 -48]
Recon[4:9]:    [-49 -48 -50 -50 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (NLMS Block 2048 (5min)):
Original[4:9]: [19 18 16 11  3]
Recon[4:9]:    [19 18 16 11  3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (NLMS Block 2048 (5min)):
Original[4:9]: [-16 -16 -19 -22 -25]
Recon[4:9]:    [-16 -16 -19 -22 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (NLMS Block 2048 (5min)):
Original[4:9]: [-55 -55 -53 -49 -49]
Recon[4:9]:    [-55 -55 -53 -49 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (NLMS Block 2048 (5min)):
Original[4:9]: [ -92  -98 -101 -103 -106]
Recon[4:9]:    [ -92  -98 -101 -103 -106]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (NLMS Block 2048 (5min)):
Original[4:9]: [-29 -27 -29 -31 -29]
Recon[4:9]:    [-29 -27 -29 -31 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (NLMS Block 2048 (5min)):
Original[4:9]: [-28 -24 -22 -24 -25]
Recon[4:9]:    [-28 -24 -22 -24 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (NLMS Block 2048 (5min)):
Original[4:9]: [-34 -36 -42 -42 -42]
Recon[4:9]:    [-34 -36 -42 -42 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (NLMS Block 2048 (5min)):
Original[4:9]: [-38 -38 -40 -36 -36]
Recon[4:9]:    [-38 -38 -40 -36 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (NLMS Block 2048 (5min)):
Original[4:9]: [-48 -47 -45 -45 -48]
Recon[4:9]:    [-48 -47 -45 -45 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (NLMS Block 2048 (5min)):
Original[4:9]: [-64 -63 -66 -69 -69]
Recon[4:9]:    [-64 -63 -66 -69 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (NLMS Block 2048 (5min)):
Original[4:9]: [-50 -51 -49 -46 -47]
Recon[4:9]:    [-50 -51 -49 -46 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (NLMS Block 2048 (5min)):
Original[4:9]: [-27 -26 -25 -25 -25]
Recon[4:9]:    [-27 -26 -25 -25 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (NLMS Block 2048 (5min)):
Original[4:9]: [-51 -52 -53 -54 -52]
Recon[4:9]:    [-51 -52 -53 -54 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (NLMS Block 2048 (5min)):
Original[4:9]: [-48 -44 -43 -45 -47]
Recon[4:9]:    [-48 -44 -43 -45 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (NLMS Block 2048 (5min)):
Original[4:9]: [  0  -7 -16 -23 -29]
Recon[4:9]:    [  0  -7 -16 -23 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (NLMS Block 2048 (5min)):
Original[4:9]: [-35 -35 -34 -38 -37]
Recon[4:9]:    [-35 -35 -34 -38 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (NLMS Block 2048 (5min)):
Original[4:9]: [-65 -55 -49 -53 -61]
Recon[4:9]:    [-65 -55 -49 -53 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (NLMS Block 2048 (5min)):
Original[4:9]: [-27 -29 -36 -35 -29]
Recon[4:9]:    [-27 -29 -36 -35 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (NLMS Block 2048 (5min)):
Original[4:9]: [-21  -7   0  -4  -9]
Recon[4:9]:    [-21  -7   0  -4  -9]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (NLMS Block 2048 (5min)):
Original[4:9]: [-44 -48 -49 -51 -50]
Recon[4:9]:    [-44 -48 -49 -51 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (NLMS Block 2048 (5min)):
Original[4:9]: [-55 -61 -61 -57 -48]
Recon[4:9]:    [-55 -61 -61 -57 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (NLMS Block 2048 (5min)):
Original[4:9]: [-4 -5  1  0 -9]
Recon[4:9]:    [-4 -5  1  0 -9]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (NLMS Block 2048 (5min)):
Original[4:9]: [-43 -45 -49 -56 -53]
Recon[4:9]:    [-43 -45 -49 -56 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (NLMS Block 2048 (5min)):
Original[4:9]: [-109 -100  -91  -80  -76]
Recon[4:9]:    [-109 -100  -91  -80  -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (NLMS Block 2048 (5min)):
Original[4:9]: [-130 -130 -131 -131 -136]
Recon[4:9]:    [-130 -130 -131 -131 -136]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (NLMS Block 2048 (5min)):
Original[4:9]: [-42 -44 -40 -36 -35]
Recon[4:9]:    [-42 -44 -40 -36 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (NLMS Block 2048 (5min)):
Original[4:9]: [92 95 94 86 65]
Recon[4:9]:    [92 95 94 86 65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (NLMS Block 2048 (5min)):
Original[4:9]: [-42 -45 -45 -47 -45]
Recon[4:9]:    [-42 -45 -45 -47 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (NLMS Block 2048 (5min)):
Original[4:9]: [-43 -43 -41 -41 -41]
Recon[4:9]:    [-43 -43 -41 -41 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (NLMS Block 2048 (5min)):
Original[4:9]: [-29 -28 -27 -27 -28]
Recon[4:9]:    [-29 -28 -27 -27 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (NLMS Block 2048 (5min)):
Original[4:9]: [-73 -75 -80 -78 -76]
Recon[4:9]:    [-73 -75 -80 -78 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (NLMS Block 2048 (5min)):
Original[4:9]: [-38 -36 -37 -37 -37]
Recon[4:9]:    [-38 -36 -37 -37 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (NLMS Block 2048 (5min)):
Original[4:9]: [-31 -32 -35 -36 -34]
Recon[4:9]:    [-31 -32 -35 -36 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (NLMS Block 2048 (5min)):
Original[4:9]: [-198 -201 -188 -170 -158]
Recon[4:9]:    [-198 -201 -188 -170 -158]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (NLMS Block 2048 (5min)):
Original[4:9]: [-47 -44 -47 -48 -48]
Recon[4:9]:    [-47 -44 -47 -48 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (NLMS Block 2048 (5min)):
Original[4:9]: [-61 -58 -59 -56 -57]
Recon[4:9]:    [-61 -58 -59 -56 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (NLMS Block 2048 (5min)):
Original[4:9]: [-42 -49 -46 -36 -23]
Recon[4:9]:    [-42 -49 -46 -36 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (NLMS Block 2048 (5min)):
Original[4:9]: [-66 -74 -85 -96 -95]
Recon[4:9]:    [-66 -74 -85 -96 -95]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (NLMS Block 2048 (5min)):
Original[4:9]: [-82 -85 -84 -78 -72]
Recon[4:9]:    [-82 -85 -84 -78 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (NLMS Block 2048 (5min)):
Original[4:9]: [ 1  8 11 10  7]
Recon[4:9]:    [ 1  8 11 10  7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (NLMS Block 2048 (5min)):
Original[4:9]: [-25 -28 -31 -34 -31]
Recon[4:9]:    [-25 -28 -31 -34 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (NLMS Block 2048 (5min)):
Original[4:9]: [-49 -49 -49 -48 -50]
Recon[4:9]:    [-49 -49 -49 -48 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (NLMS Block 2048 (5min)):
Original[4:9]: [-28 -22 -21 -22 -26]
Recon[4:9]:    [-28 -22 -21 -22 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (NLMS Block 2048 (5min)):
Original[4:9]: [-171 -179 -184 -187 -185]
Recon[4:9]:    [-171 -179 -184 -187 -185]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (NLMS Block 2048 (5min)):
Original[4:9]: [-10  -5  -2  -1  -7]
Recon[4:9]:    [-10  -5  -2  -1  -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (NLMS Block 2048 (5min)):
Original[4:9]: [120 119 113  86  49]
Recon[4:9]:    [120 119 113  86  49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (NLMS Block 2048 (5min)):
Original[4:9]: [ 78  83  92 101 106]
Recon[4:9]:    [ 78  83  92 101 106]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (NLMS Block 2048 (5min)):
Original[4:9]: [-44 -43 -42 -39 -40]
Recon[4:9]:    [-44 -43 -42 -39 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- NLMS Block 2048 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added NLMS results for Block 2048: CR Rice=2.061, CR Huff=2.117, mean L2=12.76101
Best params for GASS Block 2048 (10s): {'order': 4, 'mu': 1e-07, 'rho': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (GASS Block 2048 (5min)):
Original[4:9]: [-25 -25 -25 -25 -27]
Recon[4:9]:    [-25 -25 -25 -25 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (GASS Block 2048 (5min)):
Original[4:9]: [-72 -73 -75 -75 -71]
Recon[4:9]:    [-72 -73 -75 -75 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (GASS Block 2048 (5min)):
Original[4:9]: [13 26 44 51 38]
Recon[4:9]:    [13 26 44 51 38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (GASS Block 2048 (5min)):
Original[4:9]: [-43 -43 -37 -36 -37]
Recon[4:9]:    [-43 -43 -37 -36 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (GASS Block 2048 (5min)):
Original[4:9]: [-49 -48 -50 -50 -48]
Recon[4:9]:    [-49 -48 -50 -50 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (GASS Block 2048 (5min)):
Original[4:9]: [19 18 16 11  3]
Recon[4:9]:    [19 18 16 11  3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (GASS Block 2048 (5min)):
Original[4:9]: [-16 -16 -19 -22 -25]
Recon[4:9]:    [-16 -16 -19 -22 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (GASS Block 2048 (5min)):
Original[4:9]: [-55 -55 -53 -49 -49]
Recon[4:9]:    [-55 -55 -53 -49 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (GASS Block 2048 (5min)):
Original[4:9]: [ -92  -98 -101 -103 -106]
Recon[4:9]:    [ -92  -98 -101 -103 -106]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (GASS Block 2048 (5min)):
Original[4:9]: [-29 -27 -29 -31 -29]
Recon[4:9]:    [-29 -27 -29 -31 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (GASS Block 2048 (5min)):
Original[4:9]: [-28 -24 -22 -24 -25]
Recon[4:9]:    [-28 -24 -22 -24 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (GASS Block 2048 (5min)):
Original[4:9]: [-34 -36 -42 -42 -42]
Recon[4:9]:    [-34 -36 -42 -42 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (GASS Block 2048 (5min)):
Original[4:9]: [-38 -38 -40 -36 -36]
Recon[4:9]:    [-38 -38 -40 -36 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (GASS Block 2048 (5min)):
Original[4:9]: [-48 -47 -45 -45 -48]
Recon[4:9]:    [-48 -47 -45 -45 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (GASS Block 2048 (5min)):
Original[4:9]: [-64 -63 -66 -69 -69]
Recon[4:9]:    [-64 -63 -66 -69 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (GASS Block 2048 (5min)):
Original[4:9]: [-50 -51 -49 -46 -47]
Recon[4:9]:    [-50 -51 -49 -46 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (GASS Block 2048 (5min)):
Original[4:9]: [-27 -26 -25 -25 -25]
Recon[4:9]:    [-27 -26 -25 -25 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (GASS Block 2048 (5min)):
Original[4:9]: [-51 -52 -53 -54 -52]
Recon[4:9]:    [-51 -52 -53 -54 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (GASS Block 2048 (5min)):
Original[4:9]: [-48 -44 -43 -45 -47]
Recon[4:9]:    [-48 -44 -43 -45 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (GASS Block 2048 (5min)):
Original[4:9]: [  0  -7 -16 -23 -29]
Recon[4:9]:    [  0  -7 -16 -23 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (GASS Block 2048 (5min)):
Original[4:9]: [-35 -35 -34 -38 -37]
Recon[4:9]:    [-35 -35 -34 -38 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (GASS Block 2048 (5min)):
Original[4:9]: [-65 -55 -49 -53 -61]
Recon[4:9]:    [-65 -55 -49 -53 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (GASS Block 2048 (5min)):
Original[4:9]: [-27 -29 -36 -35 -29]
Recon[4:9]:    [-27 -29 -36 -35 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (GASS Block 2048 (5min)):
Original[4:9]: [-21  -7   0  -4  -9]
Recon[4:9]:    [-21  -7   0  -4  -9]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (GASS Block 2048 (5min)):
Original[4:9]: [-44 -48 -49 -51 -50]
Recon[4:9]:    [-44 -48 -49 -51 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (GASS Block 2048 (5min)):
Original[4:9]: [-55 -61 -61 -57 -48]
Recon[4:9]:    [-55 -61 -61 -57 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (GASS Block 2048 (5min)):
Original[4:9]: [-4 -5  1  0 -9]
Recon[4:9]:    [-4 -5  1  0 -9]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (GASS Block 2048 (5min)):
Original[4:9]: [-43 -45 -49 -56 -53]
Recon[4:9]:    [-43 -45 -49 -56 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (GASS Block 2048 (5min)):
Original[4:9]: [-109 -100  -91  -80  -76]
Recon[4:9]:    [-109 -100  -91  -80  -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-130 -130 -131 -131 -136]
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L2 calculation: 0.0

DEBUG Segment 30 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-42 -44 -40 -36 -35]
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L2 calculation: 0.0

DEBUG Segment 31 (GASS Block 2048 (5min)):
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Recon[4:9]:    [92 95 94 86 65]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 33 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-43 -43 -41 -41 -41]
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L2 calculation: 0.0

DEBUG Segment 34 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 35 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 36 (GASS Block 2048 (5min)):
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DEBUG Segment 37 (GASS Block 2048 (5min)):
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DEBUG Segment 38 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 39 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 40 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-61 -58 -59 -56 -57]
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L2 calculation: 0.0

DEBUG Segment 41 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 42 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 43 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 44 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 45 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 46 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 47 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 48 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-171 -179 -184 -187 -185]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 50 (GASS Block 2048 (5min)):
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Recon[4:9]:    [120 119 113  86  49]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (GASS Block 2048 (5min)):
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Recon[4:9]:    [ 78  83  92 101 106]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-44 -43 -42 -39 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- GASS Block 2048 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added GASS results for Block 2048: CR Rice=2.383, CR Huff=2.442, mean L2=6.93209
Best params for LMS Elgendi Beats (10s): {'order': 4, 'mu': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-25 -25 -25 -25 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (LMS Elgendi Beats (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-64 -63 -68 -67 -63]
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L2 calculation: 0.0

DEBUG Segment 3 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-74 -75 -71 -69 -68]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-70 -70 -67 -67 -65]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-69 -52 -50 -60 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (LMS Elgendi Beats (5min)):
Original[4:9]: [-69 -70 -73 -75 -73]
Recon[4:9]:    [-69 -70 -73 -75 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-65 -69 -73 -76 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (LMS Elgendi Beats (5min)):
Original[4:9]: [-82 -82 -81 -76 -77]
Recon[4:9]:    [-82 -82 -81 -76 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (LMS Elgendi Beats (5min)):
Original[4:9]: [-77 -81 -80 -79 -74]
Recon[4:9]:    [-77 -81 -80 -79 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-83 -83 -86 -85 -86]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-63 -68 -67 -67 -65]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (LMS Elgendi Beats (5min)):
Original[4:9]: [-26 -26 -26 -30 -31]
Recon[4:9]:    [-26 -26 -26 -30 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (LMS Elgendi Beats (5min)):
Original[4:9]: [-38 -36 -41 -40 -40]
Recon[4:9]:    [-38 -36 -41 -40 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-51 -47 -44 -44 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-47 -47 -45 -46 -50]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-55 -53 -57 -57 -57]
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L2 calculation: 0.0

DEBUG Segment 17 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-55 -41 -23 -20 -32]
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L2 calculation: 0.0

DEBUG Segment 18 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-60 -59 -62 -63 -61]
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L2 calculation: 0.0

DEBUG Segment 19 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-49 -52 -50 -54 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (LMS Elgendi Beats (5min)):
Original[4:9]: [-58 -55 -57 -59 -59]
Recon[4:9]:    [-58 -55 -57 -59 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (LMS Elgendi Beats (5min)):
Original[4:9]: [-63 -61 -57 -58 -59]
Recon[4:9]:    [-63 -61 -57 -58 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-57 -53 -54 -58 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-56 -54 -58 -58 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-46 -48 -51 -47 -47]
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L2 calculation: 0.0

DEBUG Segment 25 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-57 -55 -57 -58 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-52 -54 -57 -57 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (LMS Elgendi Beats (5min)):
Original[4:9]: [-66 -64 -62 -66 -64]
Recon[4:9]:    [-66 -64 -62 -66 -64]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-28 -51 -62 -67 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-64 -74 -72 -67 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-72 -71 -73 -74 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-27 -22 -21 -23 -29]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (LMS Elgendi Beats (5min)):
Original[4:9]: [-39 -37 -35 -36 -40]
Recon[4:9]:    [-39 -37 -35 -36 -40]
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L2 calculation: 0.0

DEBUG Segment 33 (LMS Elgendi Beats (5min)):
Original[4:9]: [-52 -54 -53 -53 -51]
Recon[4:9]:    [-52 -54 -53 -53 -51]
Raw difference: [0 0 0 0 0]
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L2 calculation: 0.0

DEBUG Segment 34 (LMS Elgendi Beats (5min)):
Original[4:9]: [-43 -48 -49 -47 -43]
Recon[4:9]:    [-43 -48 -49 -47 -43]
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L2 calculation: 0.0

DEBUG Segment 35 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-40 -37 -39 -46 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (LMS Elgendi Beats (5min)):
Original[4:9]: [-58 -57 -54 -54 -58]
Recon[4:9]:    [-58 -57 -54 -54 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (LMS Elgendi Beats (5min)):
Original[4:9]: [-69 -70 -70 -68 -64]
Recon[4:9]:    [-69 -70 -70 -68 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (LMS Elgendi Beats (5min)):
Original[4:9]: [-71 -71 -76 -80 -80]
Recon[4:9]:    [-71 -71 -76 -80 -80]
Raw difference: [0 0 0 0 0]
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L2 calculation: 0.0

DEBUG Segment 39 (LMS Elgendi Beats (5min)):
Original[4:9]: [-76 -72 -66 -62 -66]
Recon[4:9]:    [-76 -72 -66 -62 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (LMS Elgendi Beats (5min)):
Original[4:9]: [-59 -61 -57 -54 -54]
Recon[4:9]:    [-59 -61 -57 -54 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (LMS Elgendi Beats (5min)):
Original[4:9]: [-53 -47 -48 -51 -54]
Recon[4:9]:    [-53 -47 -48 -51 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (LMS Elgendi Beats (5min)):
Original[4:9]: [-53 -52 -49 -50 -55]
Recon[4:9]:    [-53 -52 -49 -50 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (LMS Elgendi Beats (5min)):
Original[4:9]: [-62 -62 -61 -57 -56]
Recon[4:9]:    [-62 -62 -61 -57 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (LMS Elgendi Beats (5min)):
Original[4:9]: [-57 -59 -61 -59 -57]
Recon[4:9]:    [-57 -59 -61 -59 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (LMS Elgendi Beats (5min)):
Original[4:9]: [-56 -48 -48 -51 -54]
Recon[4:9]:    [-56 -48 -48 -51 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (LMS Elgendi Beats (5min)):
Original[4:9]: [-43 -49 -51 -52 -53]
Recon[4:9]:    [-43 -49 -51 -52 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (LMS Elgendi Beats (5min)):
Original[4:9]: [-44 -45 -46 -45 -45]
Recon[4:9]:    [-44 -45 -46 -45 -45]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-53 -52 -53 -52 -53]
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L2 calculation: 0.0

DEBUG Segment 49 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-45 -45 -45 -49 -45]
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L2 calculation: 0.0

DEBUG Segment 50 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-52 -53 -53 -52 -57]
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L2 calculation: 0.0

DEBUG Segment 51 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-56 -45 -44 -54 -69]
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L2 calculation: 0.0

DEBUG Segment 52 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-71 -77 -72 -64 -59]
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L2 calculation: 0.0

DEBUG Segment 53 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-72 -72 -67 -63 -64]
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L2 calculation: 0.0

DEBUG Segment 54 (LMS Elgendi Beats (5min)):
Original[4:9]: [-75 -77 -81 -84 -81]
Recon[4:9]:    [-75 -77 -81 -84 -81]
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L2 calculation: 0.0

DEBUG Segment 55 (LMS Elgendi Beats (5min)):
Original[4:9]: [-122 -124 -127 -127 -127]
Recon[4:9]:    [-122 -124 -127 -127 -127]
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L2 calculation: 0.0

DEBUG Segment 56 (LMS Elgendi Beats (5min)):
Original[4:9]: [-52 -57 -60 -66 -66]
Recon[4:9]:    [-52 -57 -60 -66 -66]
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L2 calculation: 0.0

DEBUG Segment 57 (LMS Elgendi Beats (5min)):
Original[4:9]: [-11  -6  -5  -8  -6]
Recon[4:9]:    [-11  -6  -5  -8  -6]
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L2 calculation: 0.0

DEBUG Segment 58 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [ -4 -16 -18  -6   8]
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L2 calculation: 0.0

DEBUG Segment 59 (LMS Elgendi Beats (5min)):
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DEBUG Segment 60 (LMS Elgendi Beats (5min)):
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DEBUG Segment 61 (LMS Elgendi Beats (5min)):
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DEBUG Segment 62 (LMS Elgendi Beats (5min)):
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DEBUG Segment 63 (LMS Elgendi Beats (5min)):
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DEBUG Segment 64 (LMS Elgendi Beats (5min)):
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DEBUG Segment 65 (LMS Elgendi Beats (5min)):
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DEBUG Segment 66 (LMS Elgendi Beats (5min)):
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DEBUG Segment 67 (LMS Elgendi Beats (5min)):
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DEBUG Segment 68 (LMS Elgendi Beats (5min)):
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DEBUG Segment 69 (LMS Elgendi Beats (5min)):
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DEBUG Segment 70 (LMS Elgendi Beats (5min)):
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DEBUG Segment 71 (LMS Elgendi Beats (5min)):
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DEBUG Segment 72 (LMS Elgendi Beats (5min)):
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DEBUG Segment 73 (LMS Elgendi Beats (5min)):
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DEBUG Segment 74 (LMS Elgendi Beats (5min)):
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DEBUG Segment 75 (LMS Elgendi Beats (5min)):
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DEBUG Segment 76 (LMS Elgendi Beats (5min)):
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DEBUG Segment 77 (LMS Elgendi Beats (5min)):
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DEBUG Segment 78 (LMS Elgendi Beats (5min)):
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DEBUG Segment 79 (LMS Elgendi Beats (5min)):
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DEBUG Segment 80 (LMS Elgendi Beats (5min)):
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DEBUG Segment 81 (LMS Elgendi Beats (5min)):
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DEBUG Segment 82 (LMS Elgendi Beats (5min)):
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DEBUG Segment 83 (LMS Elgendi Beats (5min)):
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DEBUG Segment 84 (LMS Elgendi Beats (5min)):
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DEBUG Segment 85 (LMS Elgendi Beats (5min)):
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DEBUG Segment 86 (LMS Elgendi Beats (5min)):
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DEBUG Segment 87 (LMS Elgendi Beats (5min)):
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DEBUG Segment 88 (LMS Elgendi Beats (5min)):
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DEBUG Segment 89 (LMS Elgendi Beats (5min)):
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DEBUG Segment 90 (LMS Elgendi Beats (5min)):
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DEBUG Segment 91 (LMS Elgendi Beats (5min)):
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DEBUG Segment 92 (LMS Elgendi Beats (5min)):
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DEBUG Segment 93 (LMS Elgendi Beats (5min)):
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DEBUG Segment 94 (LMS Elgendi Beats (5min)):
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DEBUG Segment 95 (LMS Elgendi Beats (5min)):
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DEBUG Segment 96 (LMS Elgendi Beats (5min)):
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DEBUG Segment 97 (LMS Elgendi Beats (5min)):
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DEBUG Segment 98 (LMS Elgendi Beats (5min)):
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DEBUG Segment 99 (LMS Elgendi Beats (5min)):
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DEBUG Segment 100 (LMS Elgendi Beats (5min)):
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DEBUG Segment 101 (LMS Elgendi Beats (5min)):
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DEBUG Segment 102 (LMS Elgendi Beats (5min)):
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DEBUG Segment 103 (LMS Elgendi Beats (5min)):
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DEBUG Segment 104 (LMS Elgendi Beats (5min)):
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DEBUG Segment 105 (LMS Elgendi Beats (5min)):
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DEBUG Segment 106 (LMS Elgendi Beats (5min)):
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DEBUG Segment 107 (LMS Elgendi Beats (5min)):
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DEBUG Segment 108 (LMS Elgendi Beats (5min)):
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DEBUG Segment 109 (LMS Elgendi Beats (5min)):
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DEBUG Segment 110 (LMS Elgendi Beats (5min)):
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DEBUG Segment 111 (LMS Elgendi Beats (5min)):
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DEBUG Segment 112 (LMS Elgendi Beats (5min)):
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DEBUG Segment 113 (LMS Elgendi Beats (5min)):
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DEBUG Segment 114 (LMS Elgendi Beats (5min)):
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DEBUG Segment 115 (LMS Elgendi Beats (5min)):
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DEBUG Segment 116 (LMS Elgendi Beats (5min)):
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DEBUG Segment 117 (LMS Elgendi Beats (5min)):
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DEBUG Segment 118 (LMS Elgendi Beats (5min)):
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DEBUG Segment 119 (LMS Elgendi Beats (5min)):
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DEBUG Segment 120 (LMS Elgendi Beats (5min)):
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DEBUG Segment 121 (LMS Elgendi Beats (5min)):
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DEBUG Segment 122 (LMS Elgendi Beats (5min)):
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DEBUG Segment 123 (LMS Elgendi Beats (5min)):
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DEBUG Segment 124 (LMS Elgendi Beats (5min)):
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DEBUG Segment 125 (LMS Elgendi Beats (5min)):
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DEBUG Segment 126 (LMS Elgendi Beats (5min)):
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DEBUG Segment 127 (LMS Elgendi Beats (5min)):
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DEBUG Segment 128 (LMS Elgendi Beats (5min)):
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DEBUG Segment 129 (LMS Elgendi Beats (5min)):
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DEBUG Segment 130 (LMS Elgendi Beats (5min)):
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DEBUG Segment 131 (LMS Elgendi Beats (5min)):
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DEBUG Segment 132 (LMS Elgendi Beats (5min)):
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DEBUG Segment 133 (LMS Elgendi Beats (5min)):
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DEBUG Segment 134 (LMS Elgendi Beats (5min)):
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DEBUG Segment 135 (LMS Elgendi Beats (5min)):
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DEBUG Segment 136 (LMS Elgendi Beats (5min)):
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DEBUG Segment 137 (LMS Elgendi Beats (5min)):
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DEBUG Segment 138 (LMS Elgendi Beats (5min)):
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DEBUG Segment 139 (LMS Elgendi Beats (5min)):
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DEBUG Segment 140 (LMS Elgendi Beats (5min)):
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DEBUG Segment 141 (LMS Elgendi Beats (5min)):
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DEBUG Segment 142 (LMS Elgendi Beats (5min)):
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DEBUG Segment 143 (LMS Elgendi Beats (5min)):
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DEBUG Segment 149 (LMS Elgendi Beats (5min)):
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DEBUG Segment 150 (LMS Elgendi Beats (5min)):
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DEBUG Segment 151 (LMS Elgendi Beats (5min)):
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DEBUG Segment 153 (LMS Elgendi Beats (5min)):
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DEBUG Segment 155 (LMS Elgendi Beats (5min)):
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DEBUG Segment 157 (LMS Elgendi Beats (5min)):
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DEBUG Segment 158 (LMS Elgendi Beats (5min)):
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DEBUG Segment 159 (LMS Elgendi Beats (5min)):
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DEBUG Segment 160 (LMS Elgendi Beats (5min)):
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DEBUG Segment 162 (LMS Elgendi Beats (5min)):
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DEBUG Segment 163 (LMS Elgendi Beats (5min)):
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DEBUG Segment 164 (LMS Elgendi Beats (5min)):
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DEBUG Segment 165 (LMS Elgendi Beats (5min)):
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DEBUG Segment 166 (LMS Elgendi Beats (5min)):
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DEBUG Segment 167 (LMS Elgendi Beats (5min)):
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DEBUG Segment 168 (LMS Elgendi Beats (5min)):
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DEBUG Segment 169 (LMS Elgendi Beats (5min)):
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DEBUG Segment 170 (LMS Elgendi Beats (5min)):
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DEBUG Segment 171 (LMS Elgendi Beats (5min)):
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DEBUG Segment 172 (LMS Elgendi Beats (5min)):
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DEBUG Segment 173 (LMS Elgendi Beats (5min)):
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DEBUG Segment 174 (LMS Elgendi Beats (5min)):
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DEBUG Segment 175 (LMS Elgendi Beats (5min)):
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DEBUG Segment 176 (LMS Elgendi Beats (5min)):
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DEBUG Segment 177 (LMS Elgendi Beats (5min)):
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DEBUG Segment 178 (LMS Elgendi Beats (5min)):
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DEBUG Segment 179 (LMS Elgendi Beats (5min)):
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DEBUG Segment 180 (LMS Elgendi Beats (5min)):
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DEBUG Segment 181 (LMS Elgendi Beats (5min)):
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DEBUG Segment 182 (LMS Elgendi Beats (5min)):
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DEBUG Segment 183 (LMS Elgendi Beats (5min)):
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DEBUG Segment 184 (LMS Elgendi Beats (5min)):
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DEBUG Segment 185 (LMS Elgendi Beats (5min)):
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DEBUG Segment 186 (LMS Elgendi Beats (5min)):
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DEBUG Segment 187 (LMS Elgendi Beats (5min)):
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DEBUG Segment 188 (LMS Elgendi Beats (5min)):
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DEBUG Segment 189 (LMS Elgendi Beats (5min)):
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DEBUG Segment 190 (LMS Elgendi Beats (5min)):
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DEBUG Segment 191 (LMS Elgendi Beats (5min)):
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DEBUG Segment 192 (LMS Elgendi Beats (5min)):
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DEBUG Segment 193 (LMS Elgendi Beats (5min)):
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DEBUG Segment 194 (LMS Elgendi Beats (5min)):
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DEBUG Segment 195 (LMS Elgendi Beats (5min)):
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DEBUG Segment 196 (LMS Elgendi Beats (5min)):
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DEBUG Segment 197 (LMS Elgendi Beats (5min)):
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DEBUG Segment 198 (LMS Elgendi Beats (5min)):
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DEBUG Segment 199 (LMS Elgendi Beats (5min)):
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DEBUG Segment 200 (LMS Elgendi Beats (5min)):
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DEBUG Segment 201 (LMS Elgendi Beats (5min)):
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DEBUG Segment 202 (LMS Elgendi Beats (5min)):
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DEBUG Segment 203 (LMS Elgendi Beats (5min)):
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DEBUG Segment 204 (LMS Elgendi Beats (5min)):
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DEBUG Segment 205 (LMS Elgendi Beats (5min)):
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DEBUG Segment 206 (LMS Elgendi Beats (5min)):
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DEBUG Segment 207 (LMS Elgendi Beats (5min)):
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DEBUG Segment 208 (LMS Elgendi Beats (5min)):
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DEBUG Segment 209 (LMS Elgendi Beats (5min)):
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DEBUG Segment 210 (LMS Elgendi Beats (5min)):
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DEBUG Segment 211 (LMS Elgendi Beats (5min)):
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DEBUG Segment 212 (LMS Elgendi Beats (5min)):
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DEBUG Segment 213 (LMS Elgendi Beats (5min)):
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DEBUG Segment 214 (LMS Elgendi Beats (5min)):
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DEBUG Segment 215 (LMS Elgendi Beats (5min)):
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DEBUG Segment 216 (LMS Elgendi Beats (5min)):
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DEBUG Segment 217 (LMS Elgendi Beats (5min)):
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DEBUG Segment 218 (LMS Elgendi Beats (5min)):
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DEBUG Segment 219 (LMS Elgendi Beats (5min)):
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DEBUG Segment 220 (LMS Elgendi Beats (5min)):
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DEBUG Segment 221 (LMS Elgendi Beats (5min)):
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DEBUG Segment 226 (LMS Elgendi Beats (5min)):
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DEBUG Segment 227 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-61 -55 -63 -74 -82]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 228 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-54 -48 -36 -29 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 229 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-28 -27 -35 -45 -46]
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L2 calculation: 0.0

DEBUG Segment 230 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 231 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-57 -60 -61 -61 -63]
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L2 calculation: 0.0

DEBUG Segment 232 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 233 (LMS Elgendi Beats (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 234 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-55 -58 -58 -54 -51]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 235 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-71 -68 -61 -58 -61]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 236 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 237 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 238 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 239 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 240 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 241 (LMS Elgendi Beats (5min)):
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DEBUG Segment 242 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 243 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 244 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 245 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 246 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 247 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 248 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 249 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 250 (LMS Elgendi Beats (5min)):
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DEBUG Segment 251 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-96 -95 -92 -89 -87]
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L2 calculation: 0.0

DEBUG Segment 252 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-53 -54 -54 -51 -49]
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L2 calculation: 0.0

DEBUG Segment 253 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 254 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 255 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 256 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 257 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 258 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 259 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-49 -54 -55 -53 -54]
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L2 calculation: 0.0

DEBUG Segment 260 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-35 -30 -30 -27 -23]
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L2 calculation: 0.0

DEBUG Segment 261 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-82 -82 -79 -75 -77]
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L2 calculation: 0.0

DEBUG Segment 262 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-163 -160 -156 -156 -159]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 263 (LMS Elgendi Beats (5min)):
Original[4:9]: [-128 -130 -129 -125 -127]
Recon[4:9]:    [-128 -130 -129 -125 -127]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 264 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-21 -22 -26 -25 -22]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 265 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 266 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-6 -3 -5 -8 -7]
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L2 calculation: 0.0

DEBUG Segment 267 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [8 8 4 5 8]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 268 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-31 -30 -28 -26 -25]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 269 (LMS Elgendi Beats (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 270 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-37 -34 -31 -30 -32]
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L2 calculation: 0.0

DEBUG Segment 271 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-99 -98 -97 -98 -98]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 272 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-92 -91 -92 -93 -99]
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L2 calculation: 0.0

DEBUG Segment 273 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-61 -66 -62 -63 -59]
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L2 calculation: 0.0

DEBUG Segment 274 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-63 -63 -60 -57 -58]
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L2 calculation: 0.0

DEBUG Segment 275 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-41 -39 -39 -37 -36]
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L2 calculation: 0.0

DEBUG Segment 276 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-39 -48 -48 -42 -41]
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L2 calculation: 0.0

DEBUG Segment 277 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-62 -62 -60 -61 -66]
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L2 calculation: 0.0

DEBUG Segment 278 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-38 -35 -33 -33 -34]
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L2 calculation: 0.0

DEBUG Segment 279 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-55 -58 -59 -57 -52]
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L2 calculation: 0.0

DEBUG Segment 280 (LMS Elgendi Beats (5min)):
Original[4:9]: [-40 -40 -39 -36 -35]
Recon[4:9]:    [-40 -40 -39 -36 -35]
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L2 calculation: 0.0

DEBUG Segment 281 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-49 -46 -43 -41 -43]
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L2 calculation: 0.0

DEBUG Segment 282 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-43 -42 -39 -41 -41]
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L2 calculation: 0.0

DEBUG Segment 283 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-73 -69 -67 -70 -71]
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L2 calculation: 0.0

DEBUG Segment 284 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-46 -49 -45 -41 -44]
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L2 calculation: 0.0

DEBUG Segment 285 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-68 -66 -63 -63 -63]
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DEBUG Segment 286 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-67 -66 -67 -70 -69]
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L2 calculation: 0.0

DEBUG Segment 287 (LMS Elgendi Beats (5min)):
Original[4:9]: [-54 -50 -46 -46 -44]
Recon[4:9]:    [-54 -50 -46 -46 -44]
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L2 calculation: 0.0

DEBUG Segment 288 (LMS Elgendi Beats (5min)):
Original[4:9]: [-70 -72 -70 -70 -68]
Recon[4:9]:    [-70 -72 -70 -70 -68]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- LMS Elgendi Beats (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added LMS results for Elgendi Beats: CR Rice=1.730, CR Huff=1.812, mean L2=21.30316
Best params for NLMS Elgendi Beats (10s): {'order': 4, 'mu': 0.01} (avg l2-norm=0.00000)

DEBUG Segment 0 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-25 -25 -25 -25 -27]
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L2 calculation: 0.0

DEBUG Segment 1 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 2 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-64 -63 -68 -67 -63]
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L2 calculation: 0.0

DEBUG Segment 3 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-74 -75 -71 -69 -68]
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L2 calculation: 0.0

DEBUG Segment 4 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-70 -70 -67 -67 -65]
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L2 calculation: 0.0

DEBUG Segment 5 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-69 -52 -50 -60 -60]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-69 -70 -73 -75 -73]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-65 -69 -73 -76 -77]
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L2 calculation: 0.0

DEBUG Segment 8 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-82 -82 -81 -76 -77]
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L2 calculation: 0.0

DEBUG Segment 9 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-77 -81 -80 -79 -74]
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L2 calculation: 0.0

DEBUG Segment 10 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-83 -83 -86 -85 -86]
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L2 calculation: 0.0

DEBUG Segment 11 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-63 -68 -67 -67 -65]
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L2 calculation: 0.0

DEBUG Segment 12 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-26 -26 -26 -30 -31]
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L2 calculation: 0.0

DEBUG Segment 13 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-38 -36 -41 -40 -40]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-51 -47 -44 -44 -43]
Raw difference: [0 0 0 0 0]
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L2 calculation: 0.0

DEBUG Segment 15 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-47 -47 -45 -46 -50]
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L2 calculation: 0.0

DEBUG Segment 16 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-55 -53 -57 -57 -57]
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L2 calculation: 0.0

DEBUG Segment 17 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-55 -41 -23 -20 -32]
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L2 calculation: 0.0

DEBUG Segment 18 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-60 -59 -62 -63 -61]
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L2 calculation: 0.0

DEBUG Segment 19 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-49 -52 -50 -54 -57]
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L2 calculation: 0.0

DEBUG Segment 20 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-58 -55 -57 -59 -59]
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DEBUG Segment 21 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 40 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 42 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 43 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 44 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 47 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 48 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 50 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 51 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 52 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 53 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 56 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 59 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 60 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 61 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 62 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 63 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 64 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 65 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 66 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 67 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 68 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 69 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 70 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 71 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 72 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 73 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 74 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 75 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 76 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 77 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 78 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 79 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 80 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 81 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 82 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 87 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 89 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 90 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 93 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 94 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 105 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 106 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 107 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 108 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 109 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 110 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 111 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 114 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 115 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 116 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 117 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 118 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 119 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 120 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 121 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 122 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 123 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 124 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 125 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 126 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 127 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 128 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 129 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 130 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 131 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 132 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 133 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 134 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 135 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 136 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 137 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 138 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 139 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 140 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 141 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 142 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 143 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 144 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 145 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 146 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 147 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 148 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 149 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 150 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 151 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 152 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 153 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 154 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 155 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 156 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 157 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 158 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 159 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 160 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 161 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 162 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 163 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 164 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 165 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 166 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 167 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 168 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 169 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 170 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 171 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 172 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 173 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 174 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 175 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 176 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 177 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 178 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 179 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 180 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 181 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 182 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 183 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 184 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 185 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 186 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 187 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 188 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 189 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 190 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 192 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 194 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 199 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 203 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 204 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 205 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 206 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 207 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 208 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 209 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 210 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 211 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 212 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 213 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 214 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 215 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 216 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 217 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 218 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 219 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 220 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 221 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 222 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 223 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 224 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 225 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 226 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 227 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 228 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 229 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 230 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 231 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 232 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 233 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 234 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 235 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 236 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 237 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 238 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 239 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 240 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 241 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 242 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 243 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 244 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 245 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 246 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 247 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 248 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 249 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 250 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 251 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 252 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 253 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 254 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 255 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 256 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 257 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 258 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 259 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 260 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 264 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 268 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 270 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 272 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 273 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 274 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 275 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 276 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 277 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 278 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 279 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 280 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 281 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 282 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 283 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 284 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 285 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 286 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 287 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 288 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0
---- NLMS Elgendi Beats (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added NLMS results for Elgendi Beats: CR Rice=1.711, CR Huff=1.812, mean L2=21.74634
Best params for GASS Elgendi Beats (10s): {'order': 4, 'mu': 1e-07, 'rho': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (GASS Elgendi Beats (5min)):
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DEBUG Segment 1 (GASS Elgendi Beats (5min)):
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DEBUG Segment 2 (GASS Elgendi Beats (5min)):
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DEBUG Segment 3 (GASS Elgendi Beats (5min)):
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DEBUG Segment 4 (GASS Elgendi Beats (5min)):
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DEBUG Segment 5 (GASS Elgendi Beats (5min)):
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DEBUG Segment 6 (GASS Elgendi Beats (5min)):
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DEBUG Segment 7 (GASS Elgendi Beats (5min)):
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DEBUG Segment 8 (GASS Elgendi Beats (5min)):
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DEBUG Segment 9 (GASS Elgendi Beats (5min)):
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DEBUG Segment 10 (GASS Elgendi Beats (5min)):
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DEBUG Segment 11 (GASS Elgendi Beats (5min)):
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DEBUG Segment 12 (GASS Elgendi Beats (5min)):
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DEBUG Segment 13 (GASS Elgendi Beats (5min)):
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DEBUG Segment 14 (GASS Elgendi Beats (5min)):
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DEBUG Segment 15 (GASS Elgendi Beats (5min)):
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DEBUG Segment 16 (GASS Elgendi Beats (5min)):
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DEBUG Segment 17 (GASS Elgendi Beats (5min)):
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DEBUG Segment 18 (GASS Elgendi Beats (5min)):
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DEBUG Segment 19 (GASS Elgendi Beats (5min)):
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DEBUG Segment 20 (GASS Elgendi Beats (5min)):
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DEBUG Segment 21 (GASS Elgendi Beats (5min)):
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DEBUG Segment 22 (GASS Elgendi Beats (5min)):
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DEBUG Segment 24 (GASS Elgendi Beats (5min)):
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DEBUG Segment 25 (GASS Elgendi Beats (5min)):
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DEBUG Segment 26 (GASS Elgendi Beats (5min)):
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DEBUG Segment 27 (GASS Elgendi Beats (5min)):
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DEBUG Segment 28 (GASS Elgendi Beats (5min)):
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DEBUG Segment 29 (GASS Elgendi Beats (5min)):
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DEBUG Segment 30 (GASS Elgendi Beats (5min)):
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DEBUG Segment 31 (GASS Elgendi Beats (5min)):
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DEBUG Segment 32 (GASS Elgendi Beats (5min)):
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DEBUG Segment 33 (GASS Elgendi Beats (5min)):
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DEBUG Segment 34 (GASS Elgendi Beats (5min)):
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DEBUG Segment 35 (GASS Elgendi Beats (5min)):
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DEBUG Segment 36 (GASS Elgendi Beats (5min)):
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DEBUG Segment 37 (GASS Elgendi Beats (5min)):
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DEBUG Segment 38 (GASS Elgendi Beats (5min)):
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DEBUG Segment 39 (GASS Elgendi Beats (5min)):
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DEBUG Segment 40 (GASS Elgendi Beats (5min)):
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DEBUG Segment 41 (GASS Elgendi Beats (5min)):
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DEBUG Segment 42 (GASS Elgendi Beats (5min)):
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DEBUG Segment 43 (GASS Elgendi Beats (5min)):
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DEBUG Segment 44 (GASS Elgendi Beats (5min)):
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DEBUG Segment 45 (GASS Elgendi Beats (5min)):
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DEBUG Segment 46 (GASS Elgendi Beats (5min)):
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DEBUG Segment 47 (GASS Elgendi Beats (5min)):
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DEBUG Segment 48 (GASS Elgendi Beats (5min)):
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DEBUG Segment 49 (GASS Elgendi Beats (5min)):
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DEBUG Segment 50 (GASS Elgendi Beats (5min)):
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DEBUG Segment 51 (GASS Elgendi Beats (5min)):
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DEBUG Segment 52 (GASS Elgendi Beats (5min)):
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DEBUG Segment 53 (GASS Elgendi Beats (5min)):
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DEBUG Segment 56 (GASS Elgendi Beats (5min)):
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DEBUG Segment 60 (GASS Elgendi Beats (5min)):
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DEBUG Segment 61 (GASS Elgendi Beats (5min)):
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DEBUG Segment 62 (GASS Elgendi Beats (5min)):
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DEBUG Segment 63 (GASS Elgendi Beats (5min)):
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DEBUG Segment 64 (GASS Elgendi Beats (5min)):
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DEBUG Segment 65 (GASS Elgendi Beats (5min)):
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DEBUG Segment 66 (GASS Elgendi Beats (5min)):
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DEBUG Segment 235 (GASS Elgendi Beats (5min)):
Original[4:9]: [-71 -68 -61 -58 -61]
Recon[4:9]:    [-71 -68 -61 -58 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 236 (GASS Elgendi Beats (5min)):
Original[4:9]: [-87 -88 -83 -81 -82]
Recon[4:9]:    [-87 -88 -83 -81 -82]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 237 (GASS Elgendi Beats (5min)):
Original[4:9]: [-88 -90 -85 -79 -77]
Recon[4:9]:    [-88 -90 -85 -79 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 238 (GASS Elgendi Beats (5min)):
Original[4:9]: [-82 -78 -75 -76 -79]
Recon[4:9]:    [-82 -78 -75 -76 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 239 (GASS Elgendi Beats (5min)):
Original[4:9]: [-118 -127 -127 -122 -118]
Recon[4:9]:    [-118 -127 -127 -122 -118]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 240 (GASS Elgendi Beats (5min)):
Original[4:9]: [-113 -119 -118 -116 -116]
Recon[4:9]:    [-113 -119 -118 -116 -116]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 241 (GASS Elgendi Beats (5min)):
Original[4:9]: [-60 -57 -58 -58 -56]
Recon[4:9]:    [-60 -57 -58 -58 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 242 (GASS Elgendi Beats (5min)):
Original[4:9]: [-1 -6 -5 -1  7]
Recon[4:9]:    [-1 -6 -5 -1  7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 243 (GASS Elgendi Beats (5min)):
Original[4:9]: [ 7  5  5 -1  3]
Recon[4:9]:    [ 7  5  5 -1  3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 244 (GASS Elgendi Beats (5min)):
Original[4:9]: [-71 -66 -62 -60 -58]
Recon[4:9]:    [-71 -66 -62 -60 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 245 (GASS Elgendi Beats (5min)):
Original[4:9]: [-52 -50 -42 -41 -45]
Recon[4:9]:    [-52 -50 -42 -41 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 246 (GASS Elgendi Beats (5min)):
Original[4:9]: [-25 -31 -34 -36 -35]
Recon[4:9]:    [-25 -31 -34 -36 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 247 (GASS Elgendi Beats (5min)):
Original[4:9]: [-45 -40 -37 -40 -43]
Recon[4:9]:    [-45 -40 -37 -40 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 248 (GASS Elgendi Beats (5min)):
Original[4:9]: [-34 -35 -38 -38 -37]
Recon[4:9]:    [-34 -35 -38 -38 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 249 (GASS Elgendi Beats (5min)):
Original[4:9]: [-75 -74 -72 -69 -64]
Recon[4:9]:    [-75 -74 -72 -69 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 250 (GASS Elgendi Beats (5min)):
Original[4:9]: [-95 -94 -95 -99 -98]
Recon[4:9]:    [-95 -94 -95 -99 -98]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 251 (GASS Elgendi Beats (5min)):
Original[4:9]: [-96 -95 -92 -89 -87]
Recon[4:9]:    [-96 -95 -92 -89 -87]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 252 (GASS Elgendi Beats (5min)):
Original[4:9]: [-53 -54 -54 -51 -49]
Recon[4:9]:    [-53 -54 -54 -51 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 253 (GASS Elgendi Beats (5min)):
Original[4:9]: [-56 -54 -47 -45 -46]
Recon[4:9]:    [-56 -54 -47 -45 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 254 (GASS Elgendi Beats (5min)):
Original[4:9]: [-23 -25 -29 -27 -29]
Recon[4:9]:    [-23 -25 -29 -27 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 255 (GASS Elgendi Beats (5min)):
Original[4:9]: [-34 -37 -37 -32 -28]
Recon[4:9]:    [-34 -37 -37 -32 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 256 (GASS Elgendi Beats (5min)):
Original[4:9]: [-61 -52 -45 -43 -48]
Recon[4:9]:    [-61 -52 -45 -43 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 257 (GASS Elgendi Beats (5min)):
Original[4:9]: [-47 -50 -53 -53 -50]
Recon[4:9]:    [-47 -50 -53 -53 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 258 (GASS Elgendi Beats (5min)):
Original[4:9]: [-36 -36 -34 -36 -36]
Recon[4:9]:    [-36 -36 -34 -36 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 259 (GASS Elgendi Beats (5min)):
Original[4:9]: [-49 -54 -55 -53 -54]
Recon[4:9]:    [-49 -54 -55 -53 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 260 (GASS Elgendi Beats (5min)):
Original[4:9]: [-35 -30 -30 -27 -23]
Recon[4:9]:    [-35 -30 -30 -27 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 261 (GASS Elgendi Beats (5min)):
Original[4:9]: [-82 -82 -79 -75 -77]
Recon[4:9]:    [-82 -82 -79 -75 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 262 (GASS Elgendi Beats (5min)):
Original[4:9]: [-163 -160 -156 -156 -159]
Recon[4:9]:    [-163 -160 -156 -156 -159]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 263 (GASS Elgendi Beats (5min)):
Original[4:9]: [-128 -130 -129 -125 -127]
Recon[4:9]:    [-128 -130 -129 -125 -127]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 264 (GASS Elgendi Beats (5min)):
Original[4:9]: [-21 -22 -26 -25 -22]
Recon[4:9]:    [-21 -22 -26 -25 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 265 (GASS Elgendi Beats (5min)):
Original[4:9]: [-6 -2 -4 -3 -3]
Recon[4:9]:    [-6 -2 -4 -3 -3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 266 (GASS Elgendi Beats (5min)):
Original[4:9]: [-6 -3 -5 -8 -7]
Recon[4:9]:    [-6 -3 -5 -8 -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 267 (GASS Elgendi Beats (5min)):
Original[4:9]: [8 8 4 5 8]
Recon[4:9]:    [8 8 4 5 8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 268 (GASS Elgendi Beats (5min)):
Original[4:9]: [-31 -30 -28 -26 -25]
Recon[4:9]:    [-31 -30 -28 -26 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 269 (GASS Elgendi Beats (5min)):
Original[4:9]: [-2 -6 -6 -3  0]
Recon[4:9]:    [-2 -6 -6 -3  0]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 270 (GASS Elgendi Beats (5min)):
Original[4:9]: [-37 -34 -31 -30 -32]
Recon[4:9]:    [-37 -34 -31 -30 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 271 (GASS Elgendi Beats (5min)):
Original[4:9]: [-99 -98 -97 -98 -98]
Recon[4:9]:    [-99 -98 -97 -98 -98]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 272 (GASS Elgendi Beats (5min)):
Original[4:9]: [-92 -91 -92 -93 -99]
Recon[4:9]:    [-92 -91 -92 -93 -99]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 273 (GASS Elgendi Beats (5min)):
Original[4:9]: [-61 -66 -62 -63 -59]
Recon[4:9]:    [-61 -66 -62 -63 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 274 (GASS Elgendi Beats (5min)):
Original[4:9]: [-63 -63 -60 -57 -58]
Recon[4:9]:    [-63 -63 -60 -57 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 275 (GASS Elgendi Beats (5min)):
Original[4:9]: [-41 -39 -39 -37 -36]
Recon[4:9]:    [-41 -39 -39 -37 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 276 (GASS Elgendi Beats (5min)):
Original[4:9]: [-39 -48 -48 -42 -41]
Recon[4:9]:    [-39 -48 -48 -42 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 277 (GASS Elgendi Beats (5min)):
Original[4:9]: [-62 -62 -60 -61 -66]
Recon[4:9]:    [-62 -62 -60 -61 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 278 (GASS Elgendi Beats (5min)):
Original[4:9]: [-38 -35 -33 -33 -34]
Recon[4:9]:    [-38 -35 -33 -33 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 279 (GASS Elgendi Beats (5min)):
Original[4:9]: [-55 -58 -59 -57 -52]
Recon[4:9]:    [-55 -58 -59 -57 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 280 (GASS Elgendi Beats (5min)):
Original[4:9]: [-40 -40 -39 -36 -35]
Recon[4:9]:    [-40 -40 -39 -36 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 281 (GASS Elgendi Beats (5min)):
Original[4:9]: [-49 -46 -43 -41 -43]
Recon[4:9]:    [-49 -46 -43 -41 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 282 (GASS Elgendi Beats (5min)):
Original[4:9]: [-43 -42 -39 -41 -41]
Recon[4:9]:    [-43 -42 -39 -41 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 283 (GASS Elgendi Beats (5min)):
Original[4:9]: [-73 -69 -67 -70 -71]
Recon[4:9]:    [-73 -69 -67 -70 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 284 (GASS Elgendi Beats (5min)):
Original[4:9]: [-46 -49 -45 -41 -44]
Recon[4:9]:    [-46 -49 -45 -41 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 285 (GASS Elgendi Beats (5min)):
Original[4:9]: [-68 -66 -63 -63 -63]
Recon[4:9]:    [-68 -66 -63 -63 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 286 (GASS Elgendi Beats (5min)):
Original[4:9]: [-67 -66 -67 -70 -69]
Recon[4:9]:    [-67 -66 -67 -70 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 287 (GASS Elgendi Beats (5min)):
Original[4:9]: [-54 -50 -46 -46 -44]
Recon[4:9]:    [-54 -50 -46 -46 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 288 (GASS Elgendi Beats (5min)):
Original[4:9]: [-70 -72 -70 -70 -68]
Recon[4:9]:    [-70 -72 -70 -70 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- GASS Elgendi Beats (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added GASS results for Elgendi Beats: CR Rice=2.142, CR Huff=2.192, mean L2=11.46722
Best params for LMS Hamilton Beats (10s): {'order': 4, 'mu': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (LMS Hamilton Beats (5min)):
Original[4:9]: [-25 -25 -25 -25 -27]
Recon[4:9]:    [-25 -25 -25 -25 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (LMS Hamilton Beats (5min)):
Original[4:9]: [-72 -76 -75 -71 -69]
Recon[4:9]:    [-72 -76 -75 -71 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (LMS Hamilton Beats (5min)):
Original[4:9]: [-68 -66 -66 -62 -63]
Recon[4:9]:    [-68 -66 -66 -62 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (LMS Hamilton Beats (5min)):
Original[4:9]: [-71 -74 -74 -75 -71]
Recon[4:9]:    [-71 -74 -74 -75 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (LMS Hamilton Beats (5min)):
Original[4:9]: [-182 -174 -169 -164 -153]
Recon[4:9]:    [-182 -174 -169 -164 -153]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (LMS Hamilton Beats (5min)):
Original[4:9]: [-69 -62 -61 -64 -67]
Recon[4:9]:    [-69 -62 -61 -64 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (LMS Hamilton Beats (5min)):
Original[4:9]: [-45 -48 -48 -46 -45]
Recon[4:9]:    [-45 -48 -48 -46 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (LMS Hamilton Beats (5min)):
Original[4:9]: [-66 -64 -66 -72 -74]
Recon[4:9]:    [-66 -64 -66 -72 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (LMS Hamilton Beats (5min)):
Original[4:9]: [-55 -59 -62 -65 -61]
Recon[4:9]:    [-55 -59 -62 -65 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (LMS Hamilton Beats (5min)):
Original[4:9]: [-76 -80 -84 -85 -83]
Recon[4:9]:    [-76 -80 -84 -85 -83]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (LMS Hamilton Beats (5min)):
Original[4:9]: [-68 -71 -70 -66 -62]
Recon[4:9]:    [-68 -71 -70 -66 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (LMS Hamilton Beats (5min)):
Original[4:9]: [-90 -88 -83 -79 -75]
Recon[4:9]:    [-90 -88 -83 -79 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (LMS Hamilton Beats (5min)):
Original[4:9]: [-76 -73 -73 -77 -79]
Recon[4:9]:    [-76 -73 -73 -77 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (LMS Hamilton Beats (5min)):
Original[4:9]: [-84 -85 -84 -86 -85]
Recon[4:9]:    [-84 -85 -84 -86 -85]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (LMS Hamilton Beats (5min)):
Original[4:9]: [-61 -60 -62 -65 -65]
Recon[4:9]:    [-61 -60 -62 -65 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (LMS Hamilton Beats (5min)):
Original[4:9]: [-35 -36 -36 -37 -36]
Recon[4:9]:    [-35 -36 -36 -37 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (LMS Hamilton Beats (5min)):
Original[4:9]: [-36 -31 -31 -35 -37]
Recon[4:9]:    [-36 -31 -31 -35 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (LMS Hamilton Beats (5min)):
Original[4:9]: [-44 -46 -45 -43 -39]
Recon[4:9]:    [-44 -46 -45 -43 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (LMS Hamilton Beats (5min)):
Original[4:9]: [-37 -40 -39 -39 -37]
Recon[4:9]:    [-37 -40 -39 -39 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (LMS Hamilton Beats (5min)):
Original[4:9]: [-67 -70 -67 -62 -62]
Recon[4:9]:    [-67 -70 -67 -62 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (LMS Hamilton Beats (5min)):
Original[4:9]: [-55 -55 -55 -51 -49]
Recon[4:9]:    [-55 -55 -55 -51 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -55 -41 -23 -20]
Recon[4:9]:    [-56 -55 -41 -23 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (LMS Hamilton Beats (5min)):
Original[4:9]: [-61 -60 -60 -59 -62]
Recon[4:9]:    [-61 -60 -60 -59 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (LMS Hamilton Beats (5min)):
Original[4:9]: [-50 -47 -46 -48 -49]
Recon[4:9]:    [-50 -47 -46 -48 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (LMS Hamilton Beats (5min)):
Original[4:9]: [-58 -58 -55 -57 -59]
Recon[4:9]:    [-58 -58 -55 -57 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -55 -56 -57 -59]
Recon[4:9]:    [-59 -55 -56 -57 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (LMS Hamilton Beats (5min)):
Original[4:9]: [-61 -63 -57 -53 -54]
Recon[4:9]:    [-61 -63 -57 -53 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (LMS Hamilton Beats (5min)):
Original[4:9]: [-62 -62 -57 -54 -53]
Recon[4:9]:    [-62 -62 -57 -54 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (LMS Hamilton Beats (5min)):
Original[4:9]: [-49 -46 -45 -44 -42]
Recon[4:9]:    [-49 -46 -45 -44 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (LMS Hamilton Beats (5min)):
Original[4:9]: [-52 -53 -52 -51 -52]
Recon[4:9]:    [-52 -53 -52 -51 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -53 -52 -51 -54]
Recon[4:9]:    [-56 -53 -52 -51 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (LMS Hamilton Beats (5min)):
Original[4:9]: [-66 -64 -62 -66 -64]
Recon[4:9]:    [-66 -64 -62 -66 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (LMS Hamilton Beats (5min)):
Original[4:9]: [-10   3   1 -13 -19]
Recon[4:9]:    [-10   3   1 -13 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (LMS Hamilton Beats (5min)):
Original[4:9]: [-92 -35   8   1 -39]
Recon[4:9]:    [-92 -35   8   1 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (LMS Hamilton Beats (5min)):
Original[4:9]: [-72 -53 -36 -45 -72]
Recon[4:9]:    [-72 -53 -36 -45 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (LMS Hamilton Beats (5min)):
Original[4:9]: [-66 -72 -72 -68 -65]
Recon[4:9]:    [-66 -72 -72 -68 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (LMS Hamilton Beats (5min)):
Original[4:9]: [-25 -25 -30 -34 -37]
Recon[4:9]:    [-25 -25 -30 -34 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (LMS Hamilton Beats (5min)):
Original[4:9]: [-43 -43 -46 -41 -34]
Recon[4:9]:    [-43 -43 -46 -41 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (LMS Hamilton Beats (5min)):
Original[4:9]: [-52 -54 -53 -53 -51]
Recon[4:9]:    [-52 -54 -53 -53 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (LMS Hamilton Beats (5min)):
Original[4:9]: [-46 -43 -44 -45 -44]
Recon[4:9]:    [-46 -43 -44 -45 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (LMS Hamilton Beats (5min)):
Original[4:9]: [-46 -40 -37 -39 -46]
Recon[4:9]:    [-46 -40 -37 -39 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (LMS Hamilton Beats (5min)):
Original[4:9]: [-46 -43 -45 -50 -51]
Recon[4:9]:    [-46 -43 -45 -50 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (LMS Hamilton Beats (5min)):
Original[4:9]: [-69 -70 -70 -68 -64]
Recon[4:9]:    [-69 -70 -70 -68 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (LMS Hamilton Beats (5min)):
Original[4:9]: [-71 -76 -80 -80 -75]
Recon[4:9]:    [-71 -76 -80 -80 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (LMS Hamilton Beats (5min)):
Original[4:9]: [-76 -72 -66 -62 -66]
Recon[4:9]:    [-76 -72 -66 -62 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -61 -57 -54 -54]
Recon[4:9]:    [-59 -61 -57 -54 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -60 -56 -53 -50]
Recon[4:9]:    [-57 -60 -56 -53 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (LMS Hamilton Beats (5min)):
Original[4:9]: [-55 -53 -52 -49 -50]
Recon[4:9]:    [-55 -53 -52 -49 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (LMS Hamilton Beats (5min)):
Original[4:9]: [-55 -52 -52 -57 -59]
Recon[4:9]:    [-55 -52 -52 -57 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (LMS Hamilton Beats (5min)):
Original[4:9]: [-51 -51 -51 -51 -55]
Recon[4:9]:    [-51 -51 -51 -51 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (LMS Hamilton Beats (5min)):
Original[4:9]: [-60 -56 -48 -48 -51]
Recon[4:9]:    [-60 -56 -48 -48 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (LMS Hamilton Beats (5min)):
Original[4:9]: [-46 -43 -43 -49 -51]
Recon[4:9]:    [-46 -43 -43 -49 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (LMS Hamilton Beats (5min)):
Original[4:9]: [-39 -35 -37 -36 -40]
Recon[4:9]:    [-39 -35 -37 -36 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 53 (LMS Hamilton Beats (5min)):
Original[4:9]: [-43 -46 -46 -47 -49]
Recon[4:9]:    [-43 -46 -46 -47 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 54 (LMS Hamilton Beats (5min)):
Original[4:9]: [-42 -46 -45 -43 -42]
Recon[4:9]:    [-42 -46 -45 -43 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 55 (LMS Hamilton Beats (5min)):
Original[4:9]: [-73 -72 -75 -75 -75]
Recon[4:9]:    [-73 -72 -75 -75 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 56 (LMS Hamilton Beats (5min)):
Original[4:9]: [-52 -53 -53 -52 -57]
Recon[4:9]:    [-52 -53 -53 -52 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 57 (LMS Hamilton Beats (5min)):
Original[4:9]: [-35 -44 -50 -35 -25]
Recon[4:9]:    [-35 -44 -50 -35 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 58 (LMS Hamilton Beats (5min)):
Original[4:9]: [-70 -71 -71 -76 -79]
Recon[4:9]:    [-70 -71 -71 -76 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 59 (LMS Hamilton Beats (5min)):
Original[4:9]: [-67 -68 -68 -66 -70]
Recon[4:9]:    [-67 -68 -68 -66 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 60 (LMS Hamilton Beats (5min)):
Original[4:9]: [-81 -84 -81 -82 -80]
Recon[4:9]:    [-81 -84 -81 -82 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 61 (LMS Hamilton Beats (5min)):
Original[4:9]: [-125 -122 -124 -127 -127]
Recon[4:9]:    [-125 -122 -124 -127 -127]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 62 (LMS Hamilton Beats (5min)):
Original[4:9]: [-55 -59 -63 -72 -66]
Recon[4:9]:    [-55 -59 -63 -72 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 63 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -4  -5 -12 -14 -21]
Recon[4:9]:    [ -4  -5 -12 -14 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 64 (LMS Hamilton Beats (5min)):
Original[4:9]: [-15 -19 -11  -1  -4]
Recon[4:9]:    [-15 -19 -11  -1  -4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 65 (LMS Hamilton Beats (5min)):
Original[4:9]: [15 18  9  2  1]
Recon[4:9]:    [15 18  9  2  1]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 66 (LMS Hamilton Beats (5min)):
Original[4:9]: [-22 -20 -23 -27 -25]
Recon[4:9]:    [-22 -20 -23 -27 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 67 (LMS Hamilton Beats (5min)):
Original[4:9]: [-39 -43 -46 -44 -41]
Recon[4:9]:    [-39 -43 -46 -44 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 68 (LMS Hamilton Beats (5min)):
Original[4:9]: [-74 -72 -67 -67 -72]
Recon[4:9]:    [-74 -72 -67 -67 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 69 (LMS Hamilton Beats (5min)):
Original[4:9]: [-63 -65 -65 -63 -60]
Recon[4:9]:    [-63 -65 -65 -63 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 70 (LMS Hamilton Beats (5min)):
Original[4:9]: [-62 -61 -59 -62 -60]
Recon[4:9]:    [-62 -61 -59 -62 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 71 (LMS Hamilton Beats (5min)):
Original[4:9]: [-64 -66 -67 -66 -68]
Recon[4:9]:    [-64 -66 -67 -66 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 72 (LMS Hamilton Beats (5min)):
Original[4:9]: [-51 -52 -54 -51 -48]
Recon[4:9]:    [-51 -52 -54 -51 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 73 (LMS Hamilton Beats (5min)):
Original[4:9]: [-53 -52 -54 -55 -52]
Recon[4:9]:    [-53 -52 -54 -55 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 74 (LMS Hamilton Beats (5min)):
Original[4:9]: [-40 -41 -42 -42 -42]
Recon[4:9]:    [-40 -41 -42 -42 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 75 (LMS Hamilton Beats (5min)):
Original[4:9]: [-45 -46 -47 -51 -50]
Recon[4:9]:    [-45 -46 -47 -51 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 76 (LMS Hamilton Beats (5min)):
Original[4:9]: [-51 -51 -52 -52 -53]
Recon[4:9]:    [-51 -51 -52 -52 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 77 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -59 -61 -63 -62]
Recon[4:9]:    [-56 -59 -61 -63 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 78 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -55 -54 -50 -52]
Recon[4:9]:    [-56 -55 -54 -50 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 79 (LMS Hamilton Beats (5min)):
Original[4:9]: [-72 -73 -71 -75 -74]
Recon[4:9]:    [-72 -73 -71 -75 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 80 (LMS Hamilton Beats (5min)):
Original[4:9]: [-70 -70 -72 -73 -75]
Recon[4:9]:    [-70 -70 -72 -73 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 81 (LMS Hamilton Beats (5min)):
Original[4:9]: [-65 -64 -66 -70 -71]
Recon[4:9]:    [-65 -64 -66 -70 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 82 (LMS Hamilton Beats (5min)):
Original[4:9]: [-68 -68 -68 -69 -70]
Recon[4:9]:    [-68 -68 -68 -69 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 83 (LMS Hamilton Beats (5min)):
Original[4:9]: [-62 -60 -60 -61 -60]
Recon[4:9]:    [-62 -60 -60 -61 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 84 (LMS Hamilton Beats (5min)):
Original[4:9]: [-67 -69 -69 -70 -72]
Recon[4:9]:    [-67 -69 -69 -70 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 85 (LMS Hamilton Beats (5min)):
Original[4:9]: [-58 -60 -58 -60 -57]
Recon[4:9]:    [-58 -60 -58 -60 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 86 (LMS Hamilton Beats (5min)):
Original[4:9]: [-45 -44 -42 -47 -44]
Recon[4:9]:    [-45 -44 -42 -47 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 87 (LMS Hamilton Beats (5min)):
Original[4:9]: [-30 -30 -32 -36 -37]
Recon[4:9]:    [-30 -30 -32 -36 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 88 (LMS Hamilton Beats (5min)):
Original[4:9]: [-39 -40 -42 -40 -38]
Recon[4:9]:    [-39 -40 -42 -40 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 89 (LMS Hamilton Beats (5min)):
Original[4:9]: [-42 -39 -39 -35 -35]
Recon[4:9]:    [-42 -39 -39 -35 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 90 (LMS Hamilton Beats (5min)):
Original[4:9]: [-30 -30 -31 -32 -32]
Recon[4:9]:    [-30 -30 -31 -32 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 91 (LMS Hamilton Beats (5min)):
Original[4:9]: [-32 -36 -39 -38 -35]
Recon[4:9]:    [-32 -36 -39 -38 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 92 (LMS Hamilton Beats (5min)):
Original[4:9]: [-30 -30 -28 -31 -30]
Recon[4:9]:    [-30 -30 -28 -31 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 93 (LMS Hamilton Beats (5min)):
Original[4:9]: [-50 -51 -51 -51 -50]
Recon[4:9]:    [-50 -51 -51 -51 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 94 (LMS Hamilton Beats (5min)):
Original[4:9]: [-69 -69 -73 -70 -68]
Recon[4:9]:    [-69 -69 -73 -70 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 95 (LMS Hamilton Beats (5min)):
Original[4:9]: [-50 -49 -48 -49 -51]
Recon[4:9]:    [-50 -49 -48 -49 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 96 (LMS Hamilton Beats (5min)):
Original[4:9]: [-68 -71 -74 -69 -65]
Recon[4:9]:    [-68 -71 -74 -69 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 97 (LMS Hamilton Beats (5min)):
Original[4:9]: [-60 -63 -66 -59 -50]
Recon[4:9]:    [-60 -63 -66 -59 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 98 (LMS Hamilton Beats (5min)):
Original[4:9]: [-65 -65 -65 -60 -61]
Recon[4:9]:    [-65 -65 -65 -60 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 99 (LMS Hamilton Beats (5min)):
Original[4:9]: [-60 -56 -55 -56 -60]
Recon[4:9]:    [-60 -56 -55 -56 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 100 (LMS Hamilton Beats (5min)):
Original[4:9]: [-50 -53 -56 -57 -55]
Recon[4:9]:    [-50 -53 -56 -57 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 101 (LMS Hamilton Beats (5min)):
Original[4:9]: [-47 -47 -44 -41 -42]
Recon[4:9]:    [-47 -47 -44 -41 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 102 (LMS Hamilton Beats (5min)):
Original[4:9]: [-149 -144 -136 -129 -117]
Recon[4:9]:    [-149 -144 -136 -129 -117]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 103 (LMS Hamilton Beats (5min)):
Original[4:9]: [-41 -43 -49 -49 -49]
Recon[4:9]:    [-41 -43 -49 -49 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 104 (LMS Hamilton Beats (5min)):
Original[4:9]: [-77 -78 -80 -81 -82]
Recon[4:9]:    [-77 -78 -80 -81 -82]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 105 (LMS Hamilton Beats (5min)):
Original[4:9]: [-47 -45 -44 -46 -46]
Recon[4:9]:    [-47 -45 -44 -46 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 106 (LMS Hamilton Beats (5min)):
Original[4:9]: [-61 -59 -57 -52 -57]
Recon[4:9]:    [-61 -59 -57 -52 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 107 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -53 -50 -45 -46]
Recon[4:9]:    [-56 -53 -50 -45 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 108 (LMS Hamilton Beats (5min)):
Original[4:9]: [-113 -117 -113 -106 -106]
Recon[4:9]:    [-113 -117 -113 -106 -106]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 109 (LMS Hamilton Beats (5min)):
Original[4:9]: [-20 -26 -25 -22 -21]
Recon[4:9]:    [-20 -26 -25 -22 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 110 (LMS Hamilton Beats (5min)):
Original[4:9]: [-7 -7 -6 -6 -3]
Recon[4:9]:    [-7 -7 -6 -6 -3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 111 (LMS Hamilton Beats (5min)):
Original[4:9]: [-28 -29 -27 -25 -28]
Recon[4:9]:    [-28 -29 -27 -25 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 112 (LMS Hamilton Beats (5min)):
Original[4:9]: [-29 -31 -30 -29 -31]
Recon[4:9]:    [-29 -31 -30 -29 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 113 (LMS Hamilton Beats (5min)):
Original[4:9]: [-49 -49 -50 -49 -45]
Recon[4:9]:    [-49 -49 -50 -49 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 114 (LMS Hamilton Beats (5min)):
Original[4:9]: [-58 -56 -58 -62 -61]
Recon[4:9]:    [-58 -56 -58 -62 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 115 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -59 -62 -58 -57]
Recon[4:9]:    [-57 -59 -62 -58 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 116 (LMS Hamilton Beats (5min)):
Original[4:9]: [-63 -64 -66 -66 -64]
Recon[4:9]:    [-63 -64 -66 -66 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 117 (LMS Hamilton Beats (5min)):
Original[4:9]: [-177 -170 -164 -160 -153]
Recon[4:9]:    [-177 -170 -164 -160 -153]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 118 (LMS Hamilton Beats (5min)):
Original[4:9]: [-55 -57 -58 -57 -55]
Recon[4:9]:    [-55 -57 -58 -57 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 119 (LMS Hamilton Beats (5min)):
Original[4:9]: [-63 -62 -63 -64 -61]
Recon[4:9]:    [-63 -62 -63 -64 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 120 (LMS Hamilton Beats (5min)):
Original[4:9]: [-37 -37 -38 -43 -45]
Recon[4:9]:    [-37 -37 -38 -43 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 121 (LMS Hamilton Beats (5min)):
Original[4:9]: [-65 -66 -66 -65 -62]
Recon[4:9]:    [-65 -66 -66 -65 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 122 (LMS Hamilton Beats (5min)):
Original[4:9]: [-111 -114 -113 -109 -109]
Recon[4:9]:    [-111 -114 -113 -109 -109]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 123 (LMS Hamilton Beats (5min)):
Original[4:9]: [-80 -79 -84 -93 -98]
Recon[4:9]:    [-80 -79 -84 -93 -98]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 124 (LMS Hamilton Beats (5min)):
Original[4:9]: [-67 -65 -64 -56 -55]
Recon[4:9]:    [-67 -65 -64 -56 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 125 (LMS Hamilton Beats (5min)):
Original[4:9]: [-27 -44 -52 -41 -22]
Recon[4:9]:    [-27 -44 -52 -41 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 126 (LMS Hamilton Beats (5min)):
Original[4:9]: [-40 -40 -45 -49 -51]
Recon[4:9]:    [-40 -40 -45 -49 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 127 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -56 -57 -58 -59]
Recon[4:9]:    [-57 -56 -57 -58 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 128 (LMS Hamilton Beats (5min)):
Original[4:9]: [-45 -48 -53 -54 -50]
Recon[4:9]:    [-45 -48 -53 -54 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 129 (LMS Hamilton Beats (5min)):
Original[4:9]: [-54 -59 -65 -66 -65]
Recon[4:9]:    [-54 -59 -65 -66 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 130 (LMS Hamilton Beats (5min)):
Original[4:9]: [-75 -78 -81 -81 -80]
Recon[4:9]:    [-75 -78 -81 -81 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 131 (LMS Hamilton Beats (5min)):
Original[4:9]: [-69 -66 -57 -55 -62]
Recon[4:9]:    [-69 -66 -57 -55 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 132 (LMS Hamilton Beats (5min)):
Original[4:9]: [-60 -62 -70 -74 -64]
Recon[4:9]:    [-60 -62 -70 -74 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 133 (LMS Hamilton Beats (5min)):
Original[4:9]: [-61 -59 -51 -52 -52]
Recon[4:9]:    [-61 -59 -51 -52 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 134 (LMS Hamilton Beats (5min)):
Original[4:9]: [-23  -8  -5  -3 -11]
Recon[4:9]:    [-23  -8  -5  -3 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 135 (LMS Hamilton Beats (5min)):
Original[4:9]: [-13  -4  -8 -22 -26]
Recon[4:9]:    [-13  -4  -8 -22 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 136 (LMS Hamilton Beats (5min)):
Original[4:9]: [-63 -52 -42 -44 -49]
Recon[4:9]:    [-63 -52 -42 -44 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 137 (LMS Hamilton Beats (5min)):
Original[4:9]: [-122 -123 -124 -123 -121]
Recon[4:9]:    [-122 -123 -124 -123 -121]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 138 (LMS Hamilton Beats (5min)):
Original[4:9]: [-38 -42 -44 -44 -44]
Recon[4:9]:    [-38 -42 -44 -44 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 139 (LMS Hamilton Beats (5min)):
Original[4:9]: [-28 -31 -26 -23 -20]
Recon[4:9]:    [-28 -31 -26 -23 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 140 (LMS Hamilton Beats (5min)):
Original[4:9]: [-11  -6  -8 -21 -35]
Recon[4:9]:    [-11  -6  -8 -21 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 141 (LMS Hamilton Beats (5min)):
Original[4:9]: [-54 -51 -49 -56 -58]
Recon[4:9]:    [-54 -51 -49 -56 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 142 (LMS Hamilton Beats (5min)):
Original[4:9]: [-62 -53 -45 -46 -56]
Recon[4:9]:    [-62 -53 -45 -46 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 143 (LMS Hamilton Beats (5min)):
Original[4:9]: [-68 -70 -70 -64 -64]
Recon[4:9]:    [-68 -70 -70 -64 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 144 (LMS Hamilton Beats (5min)):
Original[4:9]: [-68 -64 -65 -72 -77]
Recon[4:9]:    [-68 -64 -65 -72 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 145 (LMS Hamilton Beats (5min)):
Original[4:9]: [-63 -62 -62 -65 -65]
Recon[4:9]:    [-63 -62 -62 -65 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 146 (LMS Hamilton Beats (5min)):
Original[4:9]: [-53 -56 -56 -55 -56]
Recon[4:9]:    [-53 -56 -56 -55 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 147 (LMS Hamilton Beats (5min)):
Original[4:9]: [-50 -54 -53 -53 -53]
Recon[4:9]:    [-50 -54 -53 -53 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 148 (LMS Hamilton Beats (5min)):
Original[4:9]: [-54 -61 -74 -82 -81]
Recon[4:9]:    [-54 -61 -74 -82 -81]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 149 (LMS Hamilton Beats (5min)):
Original[4:9]: [-70 -60 -55 -52 -59]
Recon[4:9]:    [-70 -60 -55 -52 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 150 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -67 -69 -67 -63]
Recon[4:9]:    [-56 -67 -69 -67 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 151 (LMS Hamilton Beats (5min)):
Original[4:9]: [-62 -64 -60 -53 -50]
Recon[4:9]:    [-62 -64 -60 -53 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 152 (LMS Hamilton Beats (5min)):
Original[4:9]: [-32 -32 -30 -29 -25]
Recon[4:9]:    [-32 -32 -30 -29 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 153 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -57 -60 -67 -76]
Recon[4:9]:    [-56 -57 -60 -67 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 154 (LMS Hamilton Beats (5min)):
Original[4:9]: [-79 -81 -86 -86 -80]
Recon[4:9]:    [-79 -81 -86 -86 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 155 (LMS Hamilton Beats (5min)):
Original[4:9]: [-28 -28 -29 -36 -41]
Recon[4:9]:    [-28 -28 -29 -36 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 156 (LMS Hamilton Beats (5min)):
Original[4:9]: [-39 -39 -40 -43 -40]
Recon[4:9]:    [-39 -39 -40 -43 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 157 (LMS Hamilton Beats (5min)):
Original[4:9]: [-31 -39 -49 -46 -33]
Recon[4:9]:    [-31 -39 -49 -46 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 158 (LMS Hamilton Beats (5min)):
Original[4:9]: [-60 -61 -58 -59 -58]
Recon[4:9]:    [-60 -61 -58 -59 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 159 (LMS Hamilton Beats (5min)):
Original[4:9]: [-65 -61 -57 -51 -52]
Recon[4:9]:    [-65 -61 -57 -51 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 160 (LMS Hamilton Beats (5min)):
Original[4:9]: [-58 -58 -63 -68 -67]
Recon[4:9]:    [-58 -58 -63 -68 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 161 (LMS Hamilton Beats (5min)):
Original[4:9]: [-60 -63 -62 -63 -61]
Recon[4:9]:    [-60 -63 -62 -63 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 162 (LMS Hamilton Beats (5min)):
Original[4:9]: [-49 -45 -45 -43 -45]
Recon[4:9]:    [-49 -45 -45 -43 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 163 (LMS Hamilton Beats (5min)):
Original[4:9]: [-68 -67 -65 -65 -67]
Recon[4:9]:    [-68 -67 -65 -65 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 164 (LMS Hamilton Beats (5min)):
Original[4:9]: [-49 -51 -51 -48 -47]
Recon[4:9]:    [-49 -51 -51 -48 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 165 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -60 -59 -59 -63]
Recon[4:9]:    [-57 -60 -59 -59 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 166 (LMS Hamilton Beats (5min)):
Original[4:9]: [-61 -60 -56 -54 -55]
Recon[4:9]:    [-61 -60 -56 -54 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 167 (LMS Hamilton Beats (5min)):
Original[4:9]: [-66 -71 -72 -73 -69]
Recon[4:9]:    [-66 -71 -72 -73 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 168 (LMS Hamilton Beats (5min)):
Original[4:9]: [-85 -91 -92 -90 -89]
Recon[4:9]:    [-85 -91 -92 -90 -89]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 169 (LMS Hamilton Beats (5min)):
Original[4:9]: [-143 -135 -133 -137 -141]
Recon[4:9]:    [-143 -135 -133 -137 -141]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 170 (LMS Hamilton Beats (5min)):
Original[4:9]: [-92 -90 -91 -91 -87]
Recon[4:9]:    [-92 -90 -91 -91 -87]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 171 (LMS Hamilton Beats (5min)):
Original[4:9]: [-19 -19 -17 -16 -18]
Recon[4:9]:    [-19 -19 -17 -16 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 172 (LMS Hamilton Beats (5min)):
Original[4:9]: [ 0  1 -1  3  7]
Recon[4:9]:    [ 0  1 -1  3  7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 173 (LMS Hamilton Beats (5min)):
Original[4:9]: [-45 -40 -40 -40 -43]
Recon[4:9]:    [-45 -40 -40 -40 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 174 (LMS Hamilton Beats (5min)):
Original[4:9]: [-46 -43 -45 -45 -47]
Recon[4:9]:    [-46 -43 -45 -45 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 175 (LMS Hamilton Beats (5min)):
Original[4:9]: [-38 -41 -42 -42 -42]
Recon[4:9]:    [-38 -41 -42 -42 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 176 (LMS Hamilton Beats (5min)):
Original[4:9]: [-38 -35 -34 -35 -40]
Recon[4:9]:    [-38 -35 -34 -35 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 177 (LMS Hamilton Beats (5min)):
Original[4:9]: [-50 -49 -47 -49 -49]
Recon[4:9]:    [-50 -49 -47 -49 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 178 (LMS Hamilton Beats (5min)):
Original[4:9]: [-45 -47 -48 -48 -45]
Recon[4:9]:    [-45 -47 -48 -48 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 179 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -58 -57 -57 -58]
Recon[4:9]:    [-56 -58 -57 -57 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 180 (LMS Hamilton Beats (5min)):
Original[4:9]: [-49 -50 -51 -51 -51]
Recon[4:9]:    [-49 -50 -51 -51 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 181 (LMS Hamilton Beats (5min)):
Original[4:9]: [-65 -66 -67 -64 -62]
Recon[4:9]:    [-65 -66 -67 -64 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 182 (LMS Hamilton Beats (5min)):
Original[4:9]: [-49 -54 -54 -58 -53]
Recon[4:9]:    [-49 -54 -54 -58 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 183 (LMS Hamilton Beats (5min)):
Original[4:9]: [-48 -50 -47 -45 -44]
Recon[4:9]:    [-48 -50 -47 -45 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 184 (LMS Hamilton Beats (5min)):
Original[4:9]: [-50 -50 -50 -50 -47]
Recon[4:9]:    [-50 -50 -50 -50 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 185 (LMS Hamilton Beats (5min)):
Original[4:9]: [-68 -66 -65 -64 -64]
Recon[4:9]:    [-68 -66 -65 -64 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 186 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -59 -56 -55 -56]
Recon[4:9]:    [-59 -59 -56 -55 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 187 (LMS Hamilton Beats (5min)):
Original[4:9]: [-63 -62 -62 -64 -69]
Recon[4:9]:    [-63 -62 -62 -64 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 188 (LMS Hamilton Beats (5min)):
Original[4:9]: [-71 -71 -67 -66 -70]
Recon[4:9]:    [-71 -71 -67 -66 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 189 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -52 -49 -48 -51]
Recon[4:9]:    [-57 -52 -49 -48 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 190 (LMS Hamilton Beats (5min)):
Original[4:9]: [-65 -65 -68 -68 -67]
Recon[4:9]:    [-65 -65 -68 -68 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 191 (LMS Hamilton Beats (5min)):
Original[4:9]: [-45 -44 -44 -47 -44]
Recon[4:9]:    [-45 -44 -44 -47 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 192 (LMS Hamilton Beats (5min)):
Original[4:9]: [-60 -57 -54 -57 -55]
Recon[4:9]:    [-60 -57 -54 -57 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 193 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -59 -61 -60 -57]
Recon[4:9]:    [-56 -59 -61 -60 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 194 (LMS Hamilton Beats (5min)):
Original[4:9]: [-65 -67 -64 -62 -61]
Recon[4:9]:    [-65 -67 -64 -62 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 195 (LMS Hamilton Beats (5min)):
Original[4:9]: [-43 -44 -45 -47 -46]
Recon[4:9]:    [-43 -44 -45 -47 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 196 (LMS Hamilton Beats (5min)):
Original[4:9]: [-43 -42 -47 -47 -45]
Recon[4:9]:    [-43 -42 -47 -47 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 197 (LMS Hamilton Beats (5min)):
Original[4:9]: [-27 -25 -21 -22 -22]
Recon[4:9]:    [-27 -25 -21 -22 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 198 (LMS Hamilton Beats (5min)):
Original[4:9]: [-30 -28 -30 -35 -34]
Recon[4:9]:    [-30 -28 -30 -35 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 199 (LMS Hamilton Beats (5min)):
Original[4:9]: [-51 -47 -46 -48 -50]
Recon[4:9]:    [-51 -47 -46 -48 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 200 (LMS Hamilton Beats (5min)):
Original[4:9]: [-66 -64 -61 -61 -62]
Recon[4:9]:    [-66 -64 -61 -61 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 201 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -56 -53 -51 -54]
Recon[4:9]:    [-56 -56 -53 -51 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 202 (LMS Hamilton Beats (5min)):
Original[4:9]: [-86 -84 -85 -85 -85]
Recon[4:9]:    [-86 -84 -85 -85 -85]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 203 (LMS Hamilton Beats (5min)):
Original[4:9]: [-80 -78 -79 -79 -79]
Recon[4:9]:    [-80 -78 -79 -79 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 204 (LMS Hamilton Beats (5min)):
Original[4:9]: [-86 -87 -85 -86 -84]
Recon[4:9]:    [-86 -87 -85 -86 -84]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 205 (LMS Hamilton Beats (5min)):
Original[4:9]: [-69 -69 -71 -72 -71]
Recon[4:9]:    [-69 -69 -71 -72 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 206 (LMS Hamilton Beats (5min)):
Original[4:9]: [-60 -59 -57 -55 -59]
Recon[4:9]:    [-60 -59 -57 -55 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 207 (LMS Hamilton Beats (5min)):
Original[4:9]: [-71 -72 -74 -73 -71]
Recon[4:9]:    [-71 -72 -74 -73 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 208 (LMS Hamilton Beats (5min)):
Original[4:9]: [-83 -84 -78 -75 -79]
Recon[4:9]:    [-83 -84 -78 -75 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 209 (LMS Hamilton Beats (5min)):
Original[4:9]: [-103 -108 -107  -99  -97]
Recon[4:9]:    [-103 -108 -107  -99  -97]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 210 (LMS Hamilton Beats (5min)):
Original[4:9]: [-68 -66 -60 -53 -51]
Recon[4:9]:    [-68 -66 -60 -53 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 211 (LMS Hamilton Beats (5min)):
Original[4:9]: [-54 -56 -53 -52 -51]
Recon[4:9]:    [-54 -56 -53 -52 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 212 (LMS Hamilton Beats (5min)):
Original[4:9]: [-49 -46 -48 -44 -40]
Recon[4:9]:    [-49 -46 -48 -44 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 213 (LMS Hamilton Beats (5min)):
Original[4:9]: [-32 -30 -27 -30 -31]
Recon[4:9]:    [-32 -30 -27 -30 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 214 (LMS Hamilton Beats (5min)):
Original[4:9]: [-37 -35 -33 -34 -34]
Recon[4:9]:    [-37 -35 -33 -34 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 215 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -54 -51 -51 -47]
Recon[4:9]:    [-57 -54 -51 -51 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 216 (LMS Hamilton Beats (5min)):
Original[4:9]: [-51 -50 -50 -53 -55]
Recon[4:9]:    [-51 -50 -50 -53 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 217 (LMS Hamilton Beats (5min)):
Original[4:9]: [-101  -99 -102 -106 -109]
Recon[4:9]:    [-101  -99 -102 -106 -109]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 218 (LMS Hamilton Beats (5min)):
Original[4:9]: [-62 -62 -58 -58 -58]
Recon[4:9]:    [-62 -62 -58 -58 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 219 (LMS Hamilton Beats (5min)):
Original[4:9]: [-22 -28 -25 -22 -15]
Recon[4:9]:    [-22 -28 -25 -22 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 220 (LMS Hamilton Beats (5min)):
Original[4:9]: [-11  -9 -11 -11  -9]
Recon[4:9]:    [-11  -9 -11 -11  -9]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 221 (LMS Hamilton Beats (5min)):
Original[4:9]: [-48 -48 -47 -46 -45]
Recon[4:9]:    [-48 -48 -47 -46 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 222 (LMS Hamilton Beats (5min)):
Original[4:9]: [-49 -49 -49 -46 -47]
Recon[4:9]:    [-49 -49 -49 -46 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 223 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -64 -69 -72 -65]
Recon[4:9]:    [-56 -64 -69 -72 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 224 (LMS Hamilton Beats (5min)):
Original[4:9]: [-65 -73 -72 -63 -53]
Recon[4:9]:    [-65 -73 -72 -63 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 225 (LMS Hamilton Beats (5min)):
Original[4:9]: [-60 -64 -59 -55 -56]
Recon[4:9]:    [-60 -64 -59 -55 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 226 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -55 -55 -56 -60]
Recon[4:9]:    [-56 -55 -55 -56 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 227 (LMS Hamilton Beats (5min)):
Original[4:9]: [-51 -49 -48 -48 -51]
Recon[4:9]:    [-51 -49 -48 -48 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 228 (LMS Hamilton Beats (5min)):
Original[4:9]: [-49 -47 -48 -49 -51]
Recon[4:9]:    [-49 -47 -48 -49 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 229 (LMS Hamilton Beats (5min)):
Original[4:9]: [-154 -155 -155 -152 -149]
Recon[4:9]:    [-154 -155 -155 -152 -149]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 230 (LMS Hamilton Beats (5min)):
Original[4:9]: [-30 -30 -26 -25 -27]
Recon[4:9]:    [-30 -30 -26 -25 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 231 (LMS Hamilton Beats (5min)):
Original[4:9]: [-13 -17 -18 -23 -24]
Recon[4:9]:    [-13 -17 -18 -23 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 232 (LMS Hamilton Beats (5min)):
Original[4:9]: [11 11  8  6  6]
Recon[4:9]:    [11 11  8  6  6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 233 (LMS Hamilton Beats (5min)):
Original[4:9]: [-36 -37 -41 -43 -46]
Recon[4:9]:    [-36 -37 -41 -43 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 234 (LMS Hamilton Beats (5min)):
Original[4:9]: [-75 -81 -85 -86 -83]
Recon[4:9]:    [-75 -81 -85 -86 -83]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 235 (LMS Hamilton Beats (5min)):
Original[4:9]: [-48 -45 -43 -42 -39]
Recon[4:9]:    [-48 -45 -43 -42 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 236 (LMS Hamilton Beats (5min)):
Original[4:9]: [-42 -36 -31 -32 -40]
Recon[4:9]:    [-42 -36 -31 -32 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 237 (LMS Hamilton Beats (5min)):
Original[4:9]: [-24 -24 -23 -23 -23]
Recon[4:9]:    [-24 -24 -23 -23 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 238 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -60 -61 -61 -63]
Recon[4:9]:    [-57 -60 -61 -61 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 239 (LMS Hamilton Beats (5min)):
Original[4:9]: [-19 -23 -23 -25 -24]
Recon[4:9]:    [-19 -23 -23 -25 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 240 (LMS Hamilton Beats (5min)):
Original[4:9]: [-36 -35 -31 -30 -33]
Recon[4:9]:    [-36 -35 -31 -30 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 241 (LMS Hamilton Beats (5min)):
Original[4:9]: [-49 -52 -55 -58 -58]
Recon[4:9]:    [-49 -52 -55 -58 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 242 (LMS Hamilton Beats (5min)):
Original[4:9]: [-76 -72 -71 -68 -61]
Recon[4:9]:    [-76 -72 -71 -68 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 243 (LMS Hamilton Beats (5min)):
Original[4:9]: [-87 -87 -88 -87 -88]
Recon[4:9]:    [-87 -87 -88 -87 -88]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 244 (LMS Hamilton Beats (5min)):
Original[4:9]: [-81 -83 -84 -88 -90]
Recon[4:9]:    [-81 -83 -84 -88 -90]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 245 (LMS Hamilton Beats (5min)):
Original[4:9]: [-82 -86 -88 -82 -78]
Recon[4:9]:    [-82 -86 -88 -82 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 246 (LMS Hamilton Beats (5min)):
Original[4:9]: [-101 -107 -111 -112 -118]
Recon[4:9]:    [-101 -107 -111 -112 -118]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 247 (LMS Hamilton Beats (5min)):
Original[4:9]: [-123 -128 -130 -128 -121]
Recon[4:9]:    [-123 -128 -130 -128 -121]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 248 (LMS Hamilton Beats (5min)):
Original[4:9]: [-76 -74 -70 -63 -63]
Recon[4:9]:    [-76 -74 -70 -63 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 249 (LMS Hamilton Beats (5min)):
Original[4:9]: [-2 -2 -3 -1 -1]
Recon[4:9]:    [-2 -2 -3 -1 -1]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 250 (LMS Hamilton Beats (5min)):
Original[4:9]: [2 4 3 1 1]
Recon[4:9]:    [2 4 3 1 1]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 251 (LMS Hamilton Beats (5min)):
Original[4:9]: [-64 -57 -66 -78 -71]
Recon[4:9]:    [-64 -57 -66 -78 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 252 (LMS Hamilton Beats (5min)):
Original[4:9]: [-61 -54 -53 -52 -56]
Recon[4:9]:    [-61 -54 -53 -52 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 253 (LMS Hamilton Beats (5min)):
Original[4:9]: [-41 -40 -40 -40 -43]
Recon[4:9]:    [-41 -40 -40 -40 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 254 (LMS Hamilton Beats (5min)):
Original[4:9]: [-42 -41 -37 -38 -43]
Recon[4:9]:    [-42 -41 -37 -38 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 255 (LMS Hamilton Beats (5min)):
Original[4:9]: [-51 -48 -40 -37 -35]
Recon[4:9]:    [-51 -48 -40 -37 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 256 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -65 -78 -85 -83]
Recon[4:9]:    [-56 -65 -78 -85 -83]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 257 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -96  -98 -102 -102  -99]
Recon[4:9]:    [ -96  -98 -102 -102  -99]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 258 (LMS Hamilton Beats (5min)):
Original[4:9]: [-97 -95 -93 -94 -92]
Recon[4:9]:    [-97 -95 -93 -94 -92]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 259 (LMS Hamilton Beats (5min)):
Original[4:9]: [-55 -57 -60 -55 -53]
Recon[4:9]:    [-55 -57 -60 -55 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 260 (LMS Hamilton Beats (5min)):
Original[4:9]: [-48 -45 -53 -61 -64]
Recon[4:9]:    [-48 -45 -53 -61 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 261 (LMS Hamilton Beats (5min)):
Original[4:9]: [-24 -22 -22 -22 -21]
Recon[4:9]:    [-24 -22 -22 -22 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 262 (LMS Hamilton Beats (5min)):
Original[4:9]: [-35 -41 -43 -39 -36]
Recon[4:9]:    [-35 -41 -43 -39 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 263 (LMS Hamilton Beats (5min)):
Original[4:9]: [-50 -48 -51 -52 -55]
Recon[4:9]:    [-50 -48 -51 -52 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 264 (LMS Hamilton Beats (5min)):
Original[4:9]: [-45 -49 -51 -47 -46]
Recon[4:9]:    [-45 -49 -51 -47 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 265 (LMS Hamilton Beats (5min)):
Original[4:9]: [-42 -36 -34 -33 -35]
Recon[4:9]:    [-42 -36 -34 -33 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 266 (LMS Hamilton Beats (5min)):
Original[4:9]: [-60 -65 -63 -56 -53]
Recon[4:9]:    [-60 -65 -63 -56 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 267 (LMS Hamilton Beats (5min)):
Original[4:9]: [-29 -32 -31 -32 -31]
Recon[4:9]:    [-29 -32 -31 -32 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 268 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -88  -85  -89 -101 -105]
Recon[4:9]:    [ -88  -85  -89 -101 -105]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 269 (LMS Hamilton Beats (5min)):
Original[4:9]: [-172 -166 -162 -160 -163]
Recon[4:9]:    [-172 -166 -162 -160 -163]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 270 (LMS Hamilton Beats (5min)):
Original[4:9]: [-136 -131 -130 -128 -126]
Recon[4:9]:    [-136 -131 -130 -128 -126]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 271 (LMS Hamilton Beats (5min)):
Original[4:9]: [-29 -25 -21 -20 -21]
Recon[4:9]:    [-29 -25 -21 -20 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 272 (LMS Hamilton Beats (5min)):
Original[4:9]: [-14 -10 -13 -11 -11]
Recon[4:9]:    [-14 -10 -13 -11 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 273 (LMS Hamilton Beats (5min)):
Original[4:9]: [-9 -6 -7 -7 -9]
Recon[4:9]:    [-9 -6 -7 -7 -9]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 274 (LMS Hamilton Beats (5min)):
Original[4:9]: [4 5 2 1 0]
Recon[4:9]:    [4 5 2 1 0]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 275 (LMS Hamilton Beats (5min)):
Original[4:9]: [-26 -26 -26 -31 -30]
Recon[4:9]:    [-26 -26 -26 -31 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 276 (LMS Hamilton Beats (5min)):
Original[4:9]: [-4 -6 -6 -5 -5]
Recon[4:9]:    [-4 -6 -6 -5 -5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 277 (LMS Hamilton Beats (5min)):
Original[4:9]: [-42 -39 -36 -35 -33]
Recon[4:9]:    [-42 -39 -36 -35 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 278 (LMS Hamilton Beats (5min)):
Original[4:9]: [-106 -105 -103 -102 -103]
Recon[4:9]:    [-106 -105 -103 -102 -103]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 279 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -94  -93  -99  -99 -102]
Recon[4:9]:    [ -94  -93  -99  -99 -102]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 280 (LMS Hamilton Beats (5min)):
Original[4:9]: [-64 -64 -67 -68 -65]
Recon[4:9]:    [-64 -64 -67 -68 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 281 (LMS Hamilton Beats (5min)):
Original[4:9]: [-67 -67 -64 -63 -65]
Recon[4:9]:    [-67 -67 -64 -63 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 282 (LMS Hamilton Beats (5min)):
Original[4:9]: [-44 -42 -40 -40 -42]
Recon[4:9]:    [-44 -42 -40 -40 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 283 (LMS Hamilton Beats (5min)):
Original[4:9]: [-45 -45 -47 -47 -42]
Recon[4:9]:    [-45 -45 -47 -47 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 284 (LMS Hamilton Beats (5min)):
Original[4:9]: [-62 -60 -59 -63 -66]
Recon[4:9]:    [-62 -60 -59 -63 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 285 (LMS Hamilton Beats (5min)):
Original[4:9]: [-38 -37 -35 -36 -36]
Recon[4:9]:    [-38 -37 -35 -36 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 286 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -61 -58 -57 -57]
Recon[4:9]:    [-56 -61 -58 -57 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 287 (LMS Hamilton Beats (5min)):
Original[4:9]: [-43 -41 -38 -37 -35]
Recon[4:9]:    [-43 -41 -38 -37 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 288 (LMS Hamilton Beats (5min)):
Original[4:9]: [-53 -51 -51 -51 -49]
Recon[4:9]:    [-53 -51 -51 -51 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 289 (LMS Hamilton Beats (5min)):
Original[4:9]: [-46 -46 -43 -45 -46]
Recon[4:9]:    [-46 -46 -43 -45 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 290 (LMS Hamilton Beats (5min)):
Original[4:9]: [-76 -76 -76 -76 -75]
Recon[4:9]:    [-76 -76 -76 -76 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 291 (LMS Hamilton Beats (5min)):
Original[4:9]: [-50 -52 -51 -49 -48]
Recon[4:9]:    [-50 -52 -51 -49 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 292 (LMS Hamilton Beats (5min)):
Original[4:9]: [-69 -69 -66 -66 -69]
Recon[4:9]:    [-69 -69 -66 -66 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 293 (LMS Hamilton Beats (5min)):
Original[4:9]: [-70 -71 -72 -73 -71]
Recon[4:9]:    [-70 -71 -72 -73 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 294 (LMS Hamilton Beats (5min)):
Original[4:9]: [-62 -58 -58 -60 -57]
Recon[4:9]:    [-62 -58 -58 -60 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- LMS Hamilton Beats (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added LMS results for Hamilton Beats: CR Rice=1.728, CR Huff=1.808, mean L2=21.61495
Best params for NLMS Hamilton Beats (10s): {'order': 4, 'mu': 0.01} (avg l2-norm=0.00000)

DEBUG Segment 0 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-25 -25 -25 -25 -27]
Recon[4:9]:    [-25 -25 -25 -25 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-72 -76 -75 -71 -69]
Recon[4:9]:    [-72 -76 -75 -71 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-68 -66 -66 -62 -63]
Recon[4:9]:    [-68 -66 -66 -62 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-71 -74 -74 -75 -71]
Recon[4:9]:    [-71 -74 -74 -75 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-182 -174 -169 -164 -153]
Recon[4:9]:    [-182 -174 -169 -164 -153]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-69 -62 -61 -64 -67]
Recon[4:9]:    [-69 -62 -61 -64 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-45 -48 -48 -46 -45]
Recon[4:9]:    [-45 -48 -48 -46 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-66 -64 -66 -72 -74]
Recon[4:9]:    [-66 -64 -66 -72 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-55 -59 -62 -65 -61]
Recon[4:9]:    [-55 -59 -62 -65 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-76 -80 -84 -85 -83]
Recon[4:9]:    [-76 -80 -84 -85 -83]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-68 -71 -70 -66 -62]
Recon[4:9]:    [-68 -71 -70 -66 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-90 -88 -83 -79 -75]
Recon[4:9]:    [-90 -88 -83 -79 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-76 -73 -73 -77 -79]
Recon[4:9]:    [-76 -73 -73 -77 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-84 -85 -84 -86 -85]
Recon[4:9]:    [-84 -85 -84 -86 -85]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-61 -60 -62 -65 -65]
Recon[4:9]:    [-61 -60 -62 -65 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-35 -36 -36 -37 -36]
Recon[4:9]:    [-35 -36 -36 -37 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-36 -31 -31 -35 -37]
Recon[4:9]:    [-36 -31 -31 -35 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-44 -46 -45 -43 -39]
Recon[4:9]:    [-44 -46 -45 -43 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-37 -40 -39 -39 -37]
Recon[4:9]:    [-37 -40 -39 -39 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-67 -70 -67 -62 -62]
Recon[4:9]:    [-67 -70 -67 -62 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-55 -55 -55 -51 -49]
Recon[4:9]:    [-55 -55 -55 -51 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -55 -41 -23 -20]
Recon[4:9]:    [-56 -55 -41 -23 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-61 -60 -60 -59 -62]
Recon[4:9]:    [-61 -60 -60 -59 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-50 -47 -46 -48 -49]
Recon[4:9]:    [-50 -47 -46 -48 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-58 -58 -55 -57 -59]
Recon[4:9]:    [-58 -58 -55 -57 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -55 -56 -57 -59]
Recon[4:9]:    [-59 -55 -56 -57 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-61 -63 -57 -53 -54]
Recon[4:9]:    [-61 -63 -57 -53 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-62 -62 -57 -54 -53]
Recon[4:9]:    [-62 -62 -57 -54 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-49 -46 -45 -44 -42]
Recon[4:9]:    [-49 -46 -45 -44 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-52 -53 -52 -51 -52]
Recon[4:9]:    [-52 -53 -52 -51 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -53 -52 -51 -54]
Recon[4:9]:    [-56 -53 -52 -51 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-66 -64 -62 -66 -64]
Recon[4:9]:    [-66 -64 -62 -66 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-10   3   1 -13 -19]
Recon[4:9]:    [-10   3   1 -13 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-92 -35   8   1 -39]
Recon[4:9]:    [-92 -35   8   1 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-72 -53 -36 -45 -72]
Recon[4:9]:    [-72 -53 -36 -45 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-66 -72 -72 -68 -65]
Recon[4:9]:    [-66 -72 -72 -68 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-25 -25 -30 -34 -37]
Recon[4:9]:    [-25 -25 -30 -34 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-43 -43 -46 -41 -34]
Recon[4:9]:    [-43 -43 -46 -41 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-52 -54 -53 -53 -51]
Recon[4:9]:    [-52 -54 -53 -53 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-46 -43 -44 -45 -44]
Recon[4:9]:    [-46 -43 -44 -45 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-46 -40 -37 -39 -46]
Recon[4:9]:    [-46 -40 -37 -39 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-46 -43 -45 -50 -51]
Recon[4:9]:    [-46 -43 -45 -50 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-69 -70 -70 -68 -64]
Recon[4:9]:    [-69 -70 -70 -68 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-71 -76 -80 -80 -75]
Recon[4:9]:    [-71 -76 -80 -80 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-76 -72 -66 -62 -66]
Recon[4:9]:    [-76 -72 -66 -62 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -61 -57 -54 -54]
Recon[4:9]:    [-59 -61 -57 -54 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -60 -56 -53 -50]
Recon[4:9]:    [-57 -60 -56 -53 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-55 -53 -52 -49 -50]
Recon[4:9]:    [-55 -53 -52 -49 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-55 -52 -52 -57 -59]
Recon[4:9]:    [-55 -52 -52 -57 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-51 -51 -51 -51 -55]
Recon[4:9]:    [-51 -51 -51 -51 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-60 -56 -48 -48 -51]
Recon[4:9]:    [-60 -56 -48 -48 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-46 -43 -43 -49 -51]
Recon[4:9]:    [-46 -43 -43 -49 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-39 -35 -37 -36 -40]
Recon[4:9]:    [-39 -35 -37 -36 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 53 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-43 -46 -46 -47 -49]
Recon[4:9]:    [-43 -46 -46 -47 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 54 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-42 -46 -45 -43 -42]
Recon[4:9]:    [-42 -46 -45 -43 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 55 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-73 -72 -75 -75 -75]
Recon[4:9]:    [-73 -72 -75 -75 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 56 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-52 -53 -53 -52 -57]
Recon[4:9]:    [-52 -53 -53 -52 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 57 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-35 -44 -50 -35 -25]
Recon[4:9]:    [-35 -44 -50 -35 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 58 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-70 -71 -71 -76 -79]
Recon[4:9]:    [-70 -71 -71 -76 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 59 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-67 -68 -68 -66 -70]
Recon[4:9]:    [-67 -68 -68 -66 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 60 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-81 -84 -81 -82 -80]
Recon[4:9]:    [-81 -84 -81 -82 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 61 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-125 -122 -124 -127 -127]
Recon[4:9]:    [-125 -122 -124 -127 -127]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 62 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-55 -59 -63 -72 -66]
Recon[4:9]:    [-55 -59 -63 -72 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 63 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -4  -5 -12 -14 -21]
Recon[4:9]:    [ -4  -5 -12 -14 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 64 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-15 -19 -11  -1  -4]
Recon[4:9]:    [-15 -19 -11  -1  -4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 65 (NLMS Hamilton Beats (5min)):
Original[4:9]: [15 18  9  2  1]
Recon[4:9]:    [15 18  9  2  1]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 66 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-22 -20 -23 -27 -25]
Recon[4:9]:    [-22 -20 -23 -27 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 67 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-39 -43 -46 -44 -41]
Recon[4:9]:    [-39 -43 -46 -44 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 68 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-74 -72 -67 -67 -72]
Recon[4:9]:    [-74 -72 -67 -67 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 69 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-63 -65 -65 -63 -60]
Recon[4:9]:    [-63 -65 -65 -63 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 70 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-62 -61 -59 -62 -60]
Recon[4:9]:    [-62 -61 -59 -62 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 71 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-64 -66 -67 -66 -68]
Recon[4:9]:    [-64 -66 -67 -66 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 72 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-51 -52 -54 -51 -48]
Recon[4:9]:    [-51 -52 -54 -51 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 73 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-53 -52 -54 -55 -52]
Recon[4:9]:    [-53 -52 -54 -55 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 74 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-40 -41 -42 -42 -42]
Recon[4:9]:    [-40 -41 -42 -42 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 75 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-45 -46 -47 -51 -50]
Recon[4:9]:    [-45 -46 -47 -51 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 76 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-51 -51 -52 -52 -53]
Recon[4:9]:    [-51 -51 -52 -52 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 77 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -59 -61 -63 -62]
Recon[4:9]:    [-56 -59 -61 -63 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 78 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -55 -54 -50 -52]
Recon[4:9]:    [-56 -55 -54 -50 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 79 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-72 -73 -71 -75 -74]
Recon[4:9]:    [-72 -73 -71 -75 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 80 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-70 -70 -72 -73 -75]
Recon[4:9]:    [-70 -70 -72 -73 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 81 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-65 -64 -66 -70 -71]
Recon[4:9]:    [-65 -64 -66 -70 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 82 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-68 -68 -68 -69 -70]
Recon[4:9]:    [-68 -68 -68 -69 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 83 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-62 -60 -60 -61 -60]
Recon[4:9]:    [-62 -60 -60 -61 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 84 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-67 -69 -69 -70 -72]
Recon[4:9]:    [-67 -69 -69 -70 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 85 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-58 -60 -58 -60 -57]
Recon[4:9]:    [-58 -60 -58 -60 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 86 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-45 -44 -42 -47 -44]
Recon[4:9]:    [-45 -44 -42 -47 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 87 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-30 -30 -32 -36 -37]
Recon[4:9]:    [-30 -30 -32 -36 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 88 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-39 -40 -42 -40 -38]
Recon[4:9]:    [-39 -40 -42 -40 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 89 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-42 -39 -39 -35 -35]
Recon[4:9]:    [-42 -39 -39 -35 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 90 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-30 -30 -31 -32 -32]
Recon[4:9]:    [-30 -30 -31 -32 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 91 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-32 -36 -39 -38 -35]
Recon[4:9]:    [-32 -36 -39 -38 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 92 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-30 -30 -28 -31 -30]
Recon[4:9]:    [-30 -30 -28 -31 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 93 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-50 -51 -51 -51 -50]
Recon[4:9]:    [-50 -51 -51 -51 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 94 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-69 -69 -73 -70 -68]
Recon[4:9]:    [-69 -69 -73 -70 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 95 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-50 -49 -48 -49 -51]
Recon[4:9]:    [-50 -49 -48 -49 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 96 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-68 -71 -74 -69 -65]
Recon[4:9]:    [-68 -71 -74 -69 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 97 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-60 -63 -66 -59 -50]
Recon[4:9]:    [-60 -63 -66 -59 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 98 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-65 -65 -65 -60 -61]
Recon[4:9]:    [-65 -65 -65 -60 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 99 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-60 -56 -55 -56 -60]
Recon[4:9]:    [-60 -56 -55 -56 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 100 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-50 -53 -56 -57 -55]
Recon[4:9]:    [-50 -53 -56 -57 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 101 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-47 -47 -44 -41 -42]
Recon[4:9]:    [-47 -47 -44 -41 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 102 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-149 -144 -136 -129 -117]
Recon[4:9]:    [-149 -144 -136 -129 -117]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 103 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-41 -43 -49 -49 -49]
Recon[4:9]:    [-41 -43 -49 -49 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 104 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-77 -78 -80 -81 -82]
Recon[4:9]:    [-77 -78 -80 -81 -82]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 105 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-47 -45 -44 -46 -46]
Recon[4:9]:    [-47 -45 -44 -46 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 106 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-61 -59 -57 -52 -57]
Recon[4:9]:    [-61 -59 -57 -52 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 107 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -53 -50 -45 -46]
Recon[4:9]:    [-56 -53 -50 -45 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 108 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-113 -117 -113 -106 -106]
Recon[4:9]:    [-113 -117 -113 -106 -106]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 109 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-20 -26 -25 -22 -21]
Recon[4:9]:    [-20 -26 -25 -22 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 110 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-7 -7 -6 -6 -3]
Recon[4:9]:    [-7 -7 -6 -6 -3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 111 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-28 -29 -27 -25 -28]
Recon[4:9]:    [-28 -29 -27 -25 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 112 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-29 -31 -30 -29 -31]
Recon[4:9]:    [-29 -31 -30 -29 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 113 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-49 -49 -50 -49 -45]
Recon[4:9]:    [-49 -49 -50 -49 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 114 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-58 -56 -58 -62 -61]
Recon[4:9]:    [-58 -56 -58 -62 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 115 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -59 -62 -58 -57]
Recon[4:9]:    [-57 -59 -62 -58 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 116 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-63 -64 -66 -66 -64]
Recon[4:9]:    [-63 -64 -66 -66 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 117 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-177 -170 -164 -160 -153]
Recon[4:9]:    [-177 -170 -164 -160 -153]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 118 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-55 -57 -58 -57 -55]
Recon[4:9]:    [-55 -57 -58 -57 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 119 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-63 -62 -63 -64 -61]
Recon[4:9]:    [-63 -62 -63 -64 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 120 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-37 -37 -38 -43 -45]
Recon[4:9]:    [-37 -37 -38 -43 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 121 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-65 -66 -66 -65 -62]
Recon[4:9]:    [-65 -66 -66 -65 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 122 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-111 -114 -113 -109 -109]
Recon[4:9]:    [-111 -114 -113 -109 -109]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 123 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-80 -79 -84 -93 -98]
Recon[4:9]:    [-80 -79 -84 -93 -98]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 124 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-67 -65 -64 -56 -55]
Recon[4:9]:    [-67 -65 -64 -56 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 125 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-27 -44 -52 -41 -22]
Recon[4:9]:    [-27 -44 -52 -41 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 126 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-40 -40 -45 -49 -51]
Recon[4:9]:    [-40 -40 -45 -49 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 127 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -56 -57 -58 -59]
Recon[4:9]:    [-57 -56 -57 -58 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 128 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-45 -48 -53 -54 -50]
Recon[4:9]:    [-45 -48 -53 -54 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 129 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-54 -59 -65 -66 -65]
Recon[4:9]:    [-54 -59 -65 -66 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 130 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-75 -78 -81 -81 -80]
Recon[4:9]:    [-75 -78 -81 -81 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 131 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-69 -66 -57 -55 -62]
Recon[4:9]:    [-69 -66 -57 -55 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 132 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-60 -62 -70 -74 -64]
Recon[4:9]:    [-60 -62 -70 -74 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 133 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-61 -59 -51 -52 -52]
Recon[4:9]:    [-61 -59 -51 -52 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 134 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-23  -8  -5  -3 -11]
Recon[4:9]:    [-23  -8  -5  -3 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 135 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-13  -4  -8 -22 -26]
Recon[4:9]:    [-13  -4  -8 -22 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 136 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-63 -52 -42 -44 -49]
Recon[4:9]:    [-63 -52 -42 -44 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 137 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-122 -123 -124 -123 -121]
Recon[4:9]:    [-122 -123 -124 -123 -121]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 138 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-38 -42 -44 -44 -44]
Recon[4:9]:    [-38 -42 -44 -44 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 139 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-28 -31 -26 -23 -20]
Recon[4:9]:    [-28 -31 -26 -23 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 140 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-11  -6  -8 -21 -35]
Recon[4:9]:    [-11  -6  -8 -21 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 141 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-54 -51 -49 -56 -58]
Recon[4:9]:    [-54 -51 -49 -56 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 142 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-62 -53 -45 -46 -56]
Recon[4:9]:    [-62 -53 -45 -46 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 143 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-68 -70 -70 -64 -64]
Recon[4:9]:    [-68 -70 -70 -64 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 144 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-68 -64 -65 -72 -77]
Recon[4:9]:    [-68 -64 -65 -72 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 145 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-63 -62 -62 -65 -65]
Recon[4:9]:    [-63 -62 -62 -65 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 146 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-53 -56 -56 -55 -56]
Recon[4:9]:    [-53 -56 -56 -55 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 147 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-50 -54 -53 -53 -53]
Recon[4:9]:    [-50 -54 -53 -53 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 148 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-54 -61 -74 -82 -81]
Recon[4:9]:    [-54 -61 -74 -82 -81]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 149 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-70 -60 -55 -52 -59]
Recon[4:9]:    [-70 -60 -55 -52 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 150 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -67 -69 -67 -63]
Recon[4:9]:    [-56 -67 -69 -67 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 151 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-62 -64 -60 -53 -50]
Recon[4:9]:    [-62 -64 -60 -53 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 152 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-32 -32 -30 -29 -25]
Recon[4:9]:    [-32 -32 -30 -29 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 153 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -57 -60 -67 -76]
Recon[4:9]:    [-56 -57 -60 -67 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 154 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-79 -81 -86 -86 -80]
Recon[4:9]:    [-79 -81 -86 -86 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 155 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-28 -28 -29 -36 -41]
Recon[4:9]:    [-28 -28 -29 -36 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 156 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-39 -39 -40 -43 -40]
Recon[4:9]:    [-39 -39 -40 -43 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 157 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-31 -39 -49 -46 -33]
Recon[4:9]:    [-31 -39 -49 -46 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 158 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-60 -61 -58 -59 -58]
Recon[4:9]:    [-60 -61 -58 -59 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 159 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-65 -61 -57 -51 -52]
Recon[4:9]:    [-65 -61 -57 -51 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 160 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-58 -58 -63 -68 -67]
Recon[4:9]:    [-58 -58 -63 -68 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 161 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-60 -63 -62 -63 -61]
Recon[4:9]:    [-60 -63 -62 -63 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 162 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-49 -45 -45 -43 -45]
Recon[4:9]:    [-49 -45 -45 -43 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 163 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-68 -67 -65 -65 -67]
Recon[4:9]:    [-68 -67 -65 -65 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 164 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-49 -51 -51 -48 -47]
Recon[4:9]:    [-49 -51 -51 -48 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 165 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -60 -59 -59 -63]
Recon[4:9]:    [-57 -60 -59 -59 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 166 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-61 -60 -56 -54 -55]
Recon[4:9]:    [-61 -60 -56 -54 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 167 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-66 -71 -72 -73 -69]
Recon[4:9]:    [-66 -71 -72 -73 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 168 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-85 -91 -92 -90 -89]
Recon[4:9]:    [-85 -91 -92 -90 -89]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 169 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-143 -135 -133 -137 -141]
Recon[4:9]:    [-143 -135 -133 -137 -141]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 170 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-92 -90 -91 -91 -87]
Recon[4:9]:    [-92 -90 -91 -91 -87]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 171 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-19 -19 -17 -16 -18]
Recon[4:9]:    [-19 -19 -17 -16 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 172 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ 0  1 -1  3  7]
Recon[4:9]:    [ 0  1 -1  3  7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 173 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-45 -40 -40 -40 -43]
Recon[4:9]:    [-45 -40 -40 -40 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 174 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-46 -43 -45 -45 -47]
Recon[4:9]:    [-46 -43 -45 -45 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 175 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-38 -41 -42 -42 -42]
Recon[4:9]:    [-38 -41 -42 -42 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 176 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-38 -35 -34 -35 -40]
Recon[4:9]:    [-38 -35 -34 -35 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 177 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-50 -49 -47 -49 -49]
Recon[4:9]:    [-50 -49 -47 -49 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 178 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-45 -47 -48 -48 -45]
Recon[4:9]:    [-45 -47 -48 -48 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 179 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -58 -57 -57 -58]
Recon[4:9]:    [-56 -58 -57 -57 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 180 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-49 -50 -51 -51 -51]
Recon[4:9]:    [-49 -50 -51 -51 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 181 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-65 -66 -67 -64 -62]
Recon[4:9]:    [-65 -66 -67 -64 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 182 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-49 -54 -54 -58 -53]
Recon[4:9]:    [-49 -54 -54 -58 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 183 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-48 -50 -47 -45 -44]
Recon[4:9]:    [-48 -50 -47 -45 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 184 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-50 -50 -50 -50 -47]
Recon[4:9]:    [-50 -50 -50 -50 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 185 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-68 -66 -65 -64 -64]
Recon[4:9]:    [-68 -66 -65 -64 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 186 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -59 -56 -55 -56]
Recon[4:9]:    [-59 -59 -56 -55 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 187 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-63 -62 -62 -64 -69]
Recon[4:9]:    [-63 -62 -62 -64 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 188 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-71 -71 -67 -66 -70]
Recon[4:9]:    [-71 -71 -67 -66 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 189 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -52 -49 -48 -51]
Recon[4:9]:    [-57 -52 -49 -48 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 190 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-65 -65 -68 -68 -67]
Recon[4:9]:    [-65 -65 -68 -68 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 191 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-45 -44 -44 -47 -44]
Recon[4:9]:    [-45 -44 -44 -47 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 192 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-60 -57 -54 -57 -55]
Recon[4:9]:    [-60 -57 -54 -57 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 193 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -59 -61 -60 -57]
Recon[4:9]:    [-56 -59 -61 -60 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 194 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-65 -67 -64 -62 -61]
Recon[4:9]:    [-65 -67 -64 -62 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 195 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-43 -44 -45 -47 -46]
Recon[4:9]:    [-43 -44 -45 -47 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 196 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-43 -42 -47 -47 -45]
Recon[4:9]:    [-43 -42 -47 -47 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 197 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-27 -25 -21 -22 -22]
Recon[4:9]:    [-27 -25 -21 -22 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 198 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-30 -28 -30 -35 -34]
Recon[4:9]:    [-30 -28 -30 -35 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 199 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-51 -47 -46 -48 -50]
Recon[4:9]:    [-51 -47 -46 -48 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 200 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-66 -64 -61 -61 -62]
Recon[4:9]:    [-66 -64 -61 -61 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 201 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -56 -53 -51 -54]
Recon[4:9]:    [-56 -56 -53 -51 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 202 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-86 -84 -85 -85 -85]
Recon[4:9]:    [-86 -84 -85 -85 -85]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 203 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-80 -78 -79 -79 -79]
Recon[4:9]:    [-80 -78 -79 -79 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 204 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-86 -87 -85 -86 -84]
Recon[4:9]:    [-86 -87 -85 -86 -84]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 205 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-69 -69 -71 -72 -71]
Recon[4:9]:    [-69 -69 -71 -72 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 206 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-60 -59 -57 -55 -59]
Recon[4:9]:    [-60 -59 -57 -55 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 207 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-71 -72 -74 -73 -71]
Recon[4:9]:    [-71 -72 -74 -73 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 208 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-83 -84 -78 -75 -79]
Recon[4:9]:    [-83 -84 -78 -75 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 209 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-103 -108 -107  -99  -97]
Recon[4:9]:    [-103 -108 -107  -99  -97]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 210 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-68 -66 -60 -53 -51]
Recon[4:9]:    [-68 -66 -60 -53 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 211 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-54 -56 -53 -52 -51]
Recon[4:9]:    [-54 -56 -53 -52 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 212 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-49 -46 -48 -44 -40]
Recon[4:9]:    [-49 -46 -48 -44 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 213 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-32 -30 -27 -30 -31]
Recon[4:9]:    [-32 -30 -27 -30 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 214 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-37 -35 -33 -34 -34]
Recon[4:9]:    [-37 -35 -33 -34 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 215 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -54 -51 -51 -47]
Recon[4:9]:    [-57 -54 -51 -51 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 216 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-51 -50 -50 -53 -55]
Recon[4:9]:    [-51 -50 -50 -53 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 217 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-101  -99 -102 -106 -109]
Recon[4:9]:    [-101  -99 -102 -106 -109]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 218 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-62 -62 -58 -58 -58]
Recon[4:9]:    [-62 -62 -58 -58 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 219 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-22 -28 -25 -22 -15]
Recon[4:9]:    [-22 -28 -25 -22 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 220 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-11  -9 -11 -11  -9]
Recon[4:9]:    [-11  -9 -11 -11  -9]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 221 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-48 -48 -47 -46 -45]
Recon[4:9]:    [-48 -48 -47 -46 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 222 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-49 -49 -49 -46 -47]
Recon[4:9]:    [-49 -49 -49 -46 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 223 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -64 -69 -72 -65]
Recon[4:9]:    [-56 -64 -69 -72 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 224 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-65 -73 -72 -63 -53]
Recon[4:9]:    [-65 -73 -72 -63 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 225 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-60 -64 -59 -55 -56]
Recon[4:9]:    [-60 -64 -59 -55 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 226 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -55 -55 -56 -60]
Recon[4:9]:    [-56 -55 -55 -56 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 227 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-51 -49 -48 -48 -51]
Recon[4:9]:    [-51 -49 -48 -48 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 228 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-49 -47 -48 -49 -51]
Recon[4:9]:    [-49 -47 -48 -49 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 229 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-154 -155 -155 -152 -149]
Recon[4:9]:    [-154 -155 -155 -152 -149]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 230 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-30 -30 -26 -25 -27]
Recon[4:9]:    [-30 -30 -26 -25 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 231 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-13 -17 -18 -23 -24]
Recon[4:9]:    [-13 -17 -18 -23 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 232 (NLMS Hamilton Beats (5min)):
Original[4:9]: [11 11  8  6  6]
Recon[4:9]:    [11 11  8  6  6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 233 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-36 -37 -41 -43 -46]
Recon[4:9]:    [-36 -37 -41 -43 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 234 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-75 -81 -85 -86 -83]
Recon[4:9]:    [-75 -81 -85 -86 -83]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 235 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-48 -45 -43 -42 -39]
Recon[4:9]:    [-48 -45 -43 -42 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 236 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-42 -36 -31 -32 -40]
Recon[4:9]:    [-42 -36 -31 -32 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 237 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-24 -24 -23 -23 -23]
Recon[4:9]:    [-24 -24 -23 -23 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 238 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -60 -61 -61 -63]
Recon[4:9]:    [-57 -60 -61 -61 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 239 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-19 -23 -23 -25 -24]
Recon[4:9]:    [-19 -23 -23 -25 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 240 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-36 -35 -31 -30 -33]
Recon[4:9]:    [-36 -35 -31 -30 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 241 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-49 -52 -55 -58 -58]
Recon[4:9]:    [-49 -52 -55 -58 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 242 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-76 -72 -71 -68 -61]
Recon[4:9]:    [-76 -72 -71 -68 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 243 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-87 -87 -88 -87 -88]
Recon[4:9]:    [-87 -87 -88 -87 -88]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 244 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-81 -83 -84 -88 -90]
Recon[4:9]:    [-81 -83 -84 -88 -90]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 245 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-82 -86 -88 -82 -78]
Recon[4:9]:    [-82 -86 -88 -82 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 246 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-101 -107 -111 -112 -118]
Recon[4:9]:    [-101 -107 -111 -112 -118]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 247 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-123 -128 -130 -128 -121]
Recon[4:9]:    [-123 -128 -130 -128 -121]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 248 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-76 -74 -70 -63 -63]
Recon[4:9]:    [-76 -74 -70 -63 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 249 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-2 -2 -3 -1 -1]
Recon[4:9]:    [-2 -2 -3 -1 -1]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 250 (NLMS Hamilton Beats (5min)):
Original[4:9]: [2 4 3 1 1]
Recon[4:9]:    [2 4 3 1 1]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 251 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-64 -57 -66 -78 -71]
Recon[4:9]:    [-64 -57 -66 -78 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 252 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-61 -54 -53 -52 -56]
Recon[4:9]:    [-61 -54 -53 -52 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 253 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-41 -40 -40 -40 -43]
Recon[4:9]:    [-41 -40 -40 -40 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 254 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-42 -41 -37 -38 -43]
Recon[4:9]:    [-42 -41 -37 -38 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 255 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-51 -48 -40 -37 -35]
Recon[4:9]:    [-51 -48 -40 -37 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 256 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -65 -78 -85 -83]
Recon[4:9]:    [-56 -65 -78 -85 -83]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 257 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -96  -98 -102 -102  -99]
Recon[4:9]:    [ -96  -98 -102 -102  -99]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 258 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-97 -95 -93 -94 -92]
Recon[4:9]:    [-97 -95 -93 -94 -92]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 259 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-55 -57 -60 -55 -53]
Recon[4:9]:    [-55 -57 -60 -55 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 260 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-48 -45 -53 -61 -64]
Recon[4:9]:    [-48 -45 -53 -61 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 261 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-24 -22 -22 -22 -21]
Recon[4:9]:    [-24 -22 -22 -22 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 262 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-35 -41 -43 -39 -36]
Recon[4:9]:    [-35 -41 -43 -39 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 263 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-50 -48 -51 -52 -55]
Recon[4:9]:    [-50 -48 -51 -52 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 264 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-45 -49 -51 -47 -46]
Recon[4:9]:    [-45 -49 -51 -47 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 265 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-42 -36 -34 -33 -35]
Recon[4:9]:    [-42 -36 -34 -33 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 266 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-60 -65 -63 -56 -53]
Recon[4:9]:    [-60 -65 -63 -56 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 267 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-29 -32 -31 -32 -31]
Recon[4:9]:    [-29 -32 -31 -32 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 268 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -88  -85  -89 -101 -105]
Recon[4:9]:    [ -88  -85  -89 -101 -105]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 269 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-172 -166 -162 -160 -163]
Recon[4:9]:    [-172 -166 -162 -160 -163]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 270 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-136 -131 -130 -128 -126]
Recon[4:9]:    [-136 -131 -130 -128 -126]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 271 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-29 -25 -21 -20 -21]
Recon[4:9]:    [-29 -25 -21 -20 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 272 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-14 -10 -13 -11 -11]
Recon[4:9]:    [-14 -10 -13 -11 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 273 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-9 -6 -7 -7 -9]
Recon[4:9]:    [-9 -6 -7 -7 -9]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 274 (NLMS Hamilton Beats (5min)):
Original[4:9]: [4 5 2 1 0]
Recon[4:9]:    [4 5 2 1 0]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 275 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-26 -26 -26 -31 -30]
Recon[4:9]:    [-26 -26 -26 -31 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 276 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-4 -6 -6 -5 -5]
Recon[4:9]:    [-4 -6 -6 -5 -5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 277 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-42 -39 -36 -35 -33]
Recon[4:9]:    [-42 -39 -36 -35 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 278 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-106 -105 -103 -102 -103]
Recon[4:9]:    [-106 -105 -103 -102 -103]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 279 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -94  -93  -99  -99 -102]
Recon[4:9]:    [ -94  -93  -99  -99 -102]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 280 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-64 -64 -67 -68 -65]
Recon[4:9]:    [-64 -64 -67 -68 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 281 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-67 -67 -64 -63 -65]
Recon[4:9]:    [-67 -67 -64 -63 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 282 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-44 -42 -40 -40 -42]
Recon[4:9]:    [-44 -42 -40 -40 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 283 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-45 -45 -47 -47 -42]
Recon[4:9]:    [-45 -45 -47 -47 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 284 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-62 -60 -59 -63 -66]
Recon[4:9]:    [-62 -60 -59 -63 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 285 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-38 -37 -35 -36 -36]
Recon[4:9]:    [-38 -37 -35 -36 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 286 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -61 -58 -57 -57]
Recon[4:9]:    [-56 -61 -58 -57 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 287 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-43 -41 -38 -37 -35]
Recon[4:9]:    [-43 -41 -38 -37 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 288 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-53 -51 -51 -51 -49]
Recon[4:9]:    [-53 -51 -51 -51 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 289 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-46 -46 -43 -45 -46]
Recon[4:9]:    [-46 -46 -43 -45 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 290 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-76 -76 -76 -76 -75]
Recon[4:9]:    [-76 -76 -76 -76 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 291 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-50 -52 -51 -49 -48]
Recon[4:9]:    [-50 -52 -51 -49 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 292 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-69 -69 -66 -66 -69]
Recon[4:9]:    [-69 -69 -66 -66 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 293 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-70 -71 -72 -73 -71]
Recon[4:9]:    [-70 -71 -72 -73 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 294 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-62 -58 -58 -60 -57]
Recon[4:9]:    [-62 -58 -58 -60 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- NLMS Hamilton Beats (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added NLMS results for Hamilton Beats: CR Rice=1.697, CR Huff=1.802, mean L2=22.83237
Best params for GASS Hamilton Beats (10s): {'order': 4, 'mu': 1e-07, 'rho': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (GASS Hamilton Beats (5min)):
Original[4:9]: [-25 -25 -25 -25 -27]
Recon[4:9]:    [-25 -25 -25 -25 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (GASS Hamilton Beats (5min)):
Original[4:9]: [-72 -76 -75 -71 -69]
Recon[4:9]:    [-72 -76 -75 -71 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (GASS Hamilton Beats (5min)):
Original[4:9]: [-68 -66 -66 -62 -63]
Recon[4:9]:    [-68 -66 -66 -62 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (GASS Hamilton Beats (5min)):
Original[4:9]: [-71 -74 -74 -75 -71]
Recon[4:9]:    [-71 -74 -74 -75 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (GASS Hamilton Beats (5min)):
Original[4:9]: [-182 -174 -169 -164 -153]
Recon[4:9]:    [-182 -174 -169 -164 -153]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (GASS Hamilton Beats (5min)):
Original[4:9]: [-69 -62 -61 -64 -67]
Recon[4:9]:    [-69 -62 -61 -64 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (GASS Hamilton Beats (5min)):
Original[4:9]: [-45 -48 -48 -46 -45]
Recon[4:9]:    [-45 -48 -48 -46 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (GASS Hamilton Beats (5min)):
Original[4:9]: [-66 -64 -66 -72 -74]
Recon[4:9]:    [-66 -64 -66 -72 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (GASS Hamilton Beats (5min)):
Original[4:9]: [-55 -59 -62 -65 -61]
Recon[4:9]:    [-55 -59 -62 -65 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (GASS Hamilton Beats (5min)):
Original[4:9]: [-76 -80 -84 -85 -83]
Recon[4:9]:    [-76 -80 -84 -85 -83]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (GASS Hamilton Beats (5min)):
Original[4:9]: [-68 -71 -70 -66 -62]
Recon[4:9]:    [-68 -71 -70 -66 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (GASS Hamilton Beats (5min)):
Original[4:9]: [-90 -88 -83 -79 -75]
Recon[4:9]:    [-90 -88 -83 -79 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (GASS Hamilton Beats (5min)):
Original[4:9]: [-76 -73 -73 -77 -79]
Recon[4:9]:    [-76 -73 -73 -77 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (GASS Hamilton Beats (5min)):
Original[4:9]: [-84 -85 -84 -86 -85]
Recon[4:9]:    [-84 -85 -84 -86 -85]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (GASS Hamilton Beats (5min)):
Original[4:9]: [-61 -60 -62 -65 -65]
Recon[4:9]:    [-61 -60 -62 -65 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (GASS Hamilton Beats (5min)):
Original[4:9]: [-35 -36 -36 -37 -36]
Recon[4:9]:    [-35 -36 -36 -37 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (GASS Hamilton Beats (5min)):
Original[4:9]: [-36 -31 -31 -35 -37]
Recon[4:9]:    [-36 -31 -31 -35 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (GASS Hamilton Beats (5min)):
Original[4:9]: [-44 -46 -45 -43 -39]
Recon[4:9]:    [-44 -46 -45 -43 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (GASS Hamilton Beats (5min)):
Original[4:9]: [-37 -40 -39 -39 -37]
Recon[4:9]:    [-37 -40 -39 -39 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (GASS Hamilton Beats (5min)):
Original[4:9]: [-67 -70 -67 -62 -62]
Recon[4:9]:    [-67 -70 -67 -62 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (GASS Hamilton Beats (5min)):
Original[4:9]: [-55 -55 -55 -51 -49]
Recon[4:9]:    [-55 -55 -55 -51 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (GASS Hamilton Beats (5min)):
Original[4:9]: [-56 -55 -41 -23 -20]
Recon[4:9]:    [-56 -55 -41 -23 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (GASS Hamilton Beats (5min)):
Original[4:9]: [-61 -60 -60 -59 -62]
Recon[4:9]:    [-61 -60 -60 -59 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (GASS Hamilton Beats (5min)):
Original[4:9]: [-50 -47 -46 -48 -49]
Recon[4:9]:    [-50 -47 -46 -48 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (GASS Hamilton Beats (5min)):
Original[4:9]: [-58 -58 -55 -57 -59]
Recon[4:9]:    [-58 -58 -55 -57 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (GASS Hamilton Beats (5min)):
Original[4:9]: [-59 -55 -56 -57 -59]
Recon[4:9]:    [-59 -55 -56 -57 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (GASS Hamilton Beats (5min)):
Original[4:9]: [-61 -63 -57 -53 -54]
Recon[4:9]:    [-61 -63 -57 -53 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (GASS Hamilton Beats (5min)):
Original[4:9]: [-62 -62 -57 -54 -53]
Recon[4:9]:    [-62 -62 -57 -54 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (GASS Hamilton Beats (5min)):
Original[4:9]: [-49 -46 -45 -44 -42]
Recon[4:9]:    [-49 -46 -45 -44 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (GASS Hamilton Beats (5min)):
Original[4:9]: [-52 -53 -52 -51 -52]
Recon[4:9]:    [-52 -53 -52 -51 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (GASS Hamilton Beats (5min)):
Original[4:9]: [-56 -53 -52 -51 -54]
Recon[4:9]:    [-56 -53 -52 -51 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (GASS Hamilton Beats (5min)):
Original[4:9]: [-66 -64 -62 -66 -64]
Recon[4:9]:    [-66 -64 -62 -66 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (GASS Hamilton Beats (5min)):
Original[4:9]: [-10   3   1 -13 -19]
Recon[4:9]:    [-10   3   1 -13 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (GASS Hamilton Beats (5min)):
Original[4:9]: [-92 -35   8   1 -39]
Recon[4:9]:    [-92 -35   8   1 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (GASS Hamilton Beats (5min)):
Original[4:9]: [-72 -53 -36 -45 -72]
Recon[4:9]:    [-72 -53 -36 -45 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (GASS Hamilton Beats (5min)):
Original[4:9]: [-66 -72 -72 -68 -65]
Recon[4:9]:    [-66 -72 -72 -68 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (GASS Hamilton Beats (5min)):
Original[4:9]: [-25 -25 -30 -34 -37]
Recon[4:9]:    [-25 -25 -30 -34 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (GASS Hamilton Beats (5min)):
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DEBUG Segment 38 (GASS Hamilton Beats (5min)):
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DEBUG Segment 39 (GASS Hamilton Beats (5min)):
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DEBUG Segment 40 (GASS Hamilton Beats (5min)):
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DEBUG Segment 41 (GASS Hamilton Beats (5min)):
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DEBUG Segment 42 (GASS Hamilton Beats (5min)):
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DEBUG Segment 43 (GASS Hamilton Beats (5min)):
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DEBUG Segment 44 (GASS Hamilton Beats (5min)):
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DEBUG Segment 45 (GASS Hamilton Beats (5min)):
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DEBUG Segment 46 (GASS Hamilton Beats (5min)):
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DEBUG Segment 47 (GASS Hamilton Beats (5min)):
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DEBUG Segment 48 (GASS Hamilton Beats (5min)):
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DEBUG Segment 49 (GASS Hamilton Beats (5min)):
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DEBUG Segment 50 (GASS Hamilton Beats (5min)):
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DEBUG Segment 51 (GASS Hamilton Beats (5min)):
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DEBUG Segment 52 (GASS Hamilton Beats (5min)):
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DEBUG Segment 53 (GASS Hamilton Beats (5min)):
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DEBUG Segment 54 (GASS Hamilton Beats (5min)):
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DEBUG Segment 55 (GASS Hamilton Beats (5min)):
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DEBUG Segment 56 (GASS Hamilton Beats (5min)):
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DEBUG Segment 57 (GASS Hamilton Beats (5min)):
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DEBUG Segment 58 (GASS Hamilton Beats (5min)):
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DEBUG Segment 59 (GASS Hamilton Beats (5min)):
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DEBUG Segment 60 (GASS Hamilton Beats (5min)):
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DEBUG Segment 61 (GASS Hamilton Beats (5min)):
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DEBUG Segment 62 (GASS Hamilton Beats (5min)):
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DEBUG Segment 63 (GASS Hamilton Beats (5min)):
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DEBUG Segment 64 (GASS Hamilton Beats (5min)):
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DEBUG Segment 65 (GASS Hamilton Beats (5min)):
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DEBUG Segment 66 (GASS Hamilton Beats (5min)):
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DEBUG Segment 67 (GASS Hamilton Beats (5min)):
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DEBUG Segment 68 (GASS Hamilton Beats (5min)):
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DEBUG Segment 69 (GASS Hamilton Beats (5min)):
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DEBUG Segment 70 (GASS Hamilton Beats (5min)):
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DEBUG Segment 71 (GASS Hamilton Beats (5min)):
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DEBUG Segment 72 (GASS Hamilton Beats (5min)):
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DEBUG Segment 73 (GASS Hamilton Beats (5min)):
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DEBUG Segment 74 (GASS Hamilton Beats (5min)):
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DEBUG Segment 75 (GASS Hamilton Beats (5min)):
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DEBUG Segment 76 (GASS Hamilton Beats (5min)):
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DEBUG Segment 77 (GASS Hamilton Beats (5min)):
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DEBUG Segment 78 (GASS Hamilton Beats (5min)):
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DEBUG Segment 79 (GASS Hamilton Beats (5min)):
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DEBUG Segment 80 (GASS Hamilton Beats (5min)):
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DEBUG Segment 81 (GASS Hamilton Beats (5min)):
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DEBUG Segment 82 (GASS Hamilton Beats (5min)):
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DEBUG Segment 83 (GASS Hamilton Beats (5min)):
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DEBUG Segment 84 (GASS Hamilton Beats (5min)):
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DEBUG Segment 85 (GASS Hamilton Beats (5min)):
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DEBUG Segment 86 (GASS Hamilton Beats (5min)):
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DEBUG Segment 87 (GASS Hamilton Beats (5min)):
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DEBUG Segment 88 (GASS Hamilton Beats (5min)):
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DEBUG Segment 89 (GASS Hamilton Beats (5min)):
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DEBUG Segment 90 (GASS Hamilton Beats (5min)):
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DEBUG Segment 91 (GASS Hamilton Beats (5min)):
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DEBUG Segment 92 (GASS Hamilton Beats (5min)):
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DEBUG Segment 93 (GASS Hamilton Beats (5min)):
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DEBUG Segment 94 (GASS Hamilton Beats (5min)):
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DEBUG Segment 95 (GASS Hamilton Beats (5min)):
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DEBUG Segment 96 (GASS Hamilton Beats (5min)):
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DEBUG Segment 97 (GASS Hamilton Beats (5min)):
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DEBUG Segment 98 (GASS Hamilton Beats (5min)):
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DEBUG Segment 99 (GASS Hamilton Beats (5min)):
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DEBUG Segment 100 (GASS Hamilton Beats (5min)):
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DEBUG Segment 101 (GASS Hamilton Beats (5min)):
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DEBUG Segment 102 (GASS Hamilton Beats (5min)):
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DEBUG Segment 103 (GASS Hamilton Beats (5min)):
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DEBUG Segment 104 (GASS Hamilton Beats (5min)):
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DEBUG Segment 105 (GASS Hamilton Beats (5min)):
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DEBUG Segment 106 (GASS Hamilton Beats (5min)):
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DEBUG Segment 107 (GASS Hamilton Beats (5min)):
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DEBUG Segment 108 (GASS Hamilton Beats (5min)):
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DEBUG Segment 109 (GASS Hamilton Beats (5min)):
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DEBUG Segment 110 (GASS Hamilton Beats (5min)):
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DEBUG Segment 111 (GASS Hamilton Beats (5min)):
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DEBUG Segment 112 (GASS Hamilton Beats (5min)):
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DEBUG Segment 113 (GASS Hamilton Beats (5min)):
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DEBUG Segment 114 (GASS Hamilton Beats (5min)):
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DEBUG Segment 115 (GASS Hamilton Beats (5min)):
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DEBUG Segment 116 (GASS Hamilton Beats (5min)):
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DEBUG Segment 117 (GASS Hamilton Beats (5min)):
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DEBUG Segment 118 (GASS Hamilton Beats (5min)):
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DEBUG Segment 119 (GASS Hamilton Beats (5min)):
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DEBUG Segment 120 (GASS Hamilton Beats (5min)):
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DEBUG Segment 121 (GASS Hamilton Beats (5min)):
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DEBUG Segment 122 (GASS Hamilton Beats (5min)):
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DEBUG Segment 123 (GASS Hamilton Beats (5min)):
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DEBUG Segment 124 (GASS Hamilton Beats (5min)):
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DEBUG Segment 125 (GASS Hamilton Beats (5min)):
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DEBUG Segment 126 (GASS Hamilton Beats (5min)):
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DEBUG Segment 127 (GASS Hamilton Beats (5min)):
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DEBUG Segment 128 (GASS Hamilton Beats (5min)):
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DEBUG Segment 129 (GASS Hamilton Beats (5min)):
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DEBUG Segment 130 (GASS Hamilton Beats (5min)):
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DEBUG Segment 131 (GASS Hamilton Beats (5min)):
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DEBUG Segment 132 (GASS Hamilton Beats (5min)):
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DEBUG Segment 133 (GASS Hamilton Beats (5min)):
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DEBUG Segment 134 (GASS Hamilton Beats (5min)):
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DEBUG Segment 135 (GASS Hamilton Beats (5min)):
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DEBUG Segment 136 (GASS Hamilton Beats (5min)):
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DEBUG Segment 137 (GASS Hamilton Beats (5min)):
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DEBUG Segment 138 (GASS Hamilton Beats (5min)):
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DEBUG Segment 139 (GASS Hamilton Beats (5min)):
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DEBUG Segment 140 (GASS Hamilton Beats (5min)):
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DEBUG Segment 141 (GASS Hamilton Beats (5min)):
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DEBUG Segment 142 (GASS Hamilton Beats (5min)):
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DEBUG Segment 143 (GASS Hamilton Beats (5min)):
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DEBUG Segment 144 (GASS Hamilton Beats (5min)):
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DEBUG Segment 145 (GASS Hamilton Beats (5min)):
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DEBUG Segment 146 (GASS Hamilton Beats (5min)):
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DEBUG Segment 147 (GASS Hamilton Beats (5min)):
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DEBUG Segment 148 (GASS Hamilton Beats (5min)):
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DEBUG Segment 149 (GASS Hamilton Beats (5min)):
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DEBUG Segment 150 (GASS Hamilton Beats (5min)):
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DEBUG Segment 151 (GASS Hamilton Beats (5min)):
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DEBUG Segment 152 (GASS Hamilton Beats (5min)):
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DEBUG Segment 153 (GASS Hamilton Beats (5min)):
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DEBUG Segment 154 (GASS Hamilton Beats (5min)):
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DEBUG Segment 155 (GASS Hamilton Beats (5min)):
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DEBUG Segment 156 (GASS Hamilton Beats (5min)):
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DEBUG Segment 157 (GASS Hamilton Beats (5min)):
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DEBUG Segment 158 (GASS Hamilton Beats (5min)):
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DEBUG Segment 159 (GASS Hamilton Beats (5min)):
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DEBUG Segment 160 (GASS Hamilton Beats (5min)):
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DEBUG Segment 161 (GASS Hamilton Beats (5min)):
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DEBUG Segment 162 (GASS Hamilton Beats (5min)):
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DEBUG Segment 163 (GASS Hamilton Beats (5min)):
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DEBUG Segment 164 (GASS Hamilton Beats (5min)):
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DEBUG Segment 165 (GASS Hamilton Beats (5min)):
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DEBUG Segment 166 (GASS Hamilton Beats (5min)):
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DEBUG Segment 167 (GASS Hamilton Beats (5min)):
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DEBUG Segment 168 (GASS Hamilton Beats (5min)):
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DEBUG Segment 169 (GASS Hamilton Beats (5min)):
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DEBUG Segment 170 (GASS Hamilton Beats (5min)):
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DEBUG Segment 171 (GASS Hamilton Beats (5min)):
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DEBUG Segment 172 (GASS Hamilton Beats (5min)):
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DEBUG Segment 173 (GASS Hamilton Beats (5min)):
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DEBUG Segment 174 (GASS Hamilton Beats (5min)):
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DEBUG Segment 175 (GASS Hamilton Beats (5min)):
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DEBUG Segment 176 (GASS Hamilton Beats (5min)):
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DEBUG Segment 177 (GASS Hamilton Beats (5min)):
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DEBUG Segment 178 (GASS Hamilton Beats (5min)):
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DEBUG Segment 179 (GASS Hamilton Beats (5min)):
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DEBUG Segment 180 (GASS Hamilton Beats (5min)):
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DEBUG Segment 181 (GASS Hamilton Beats (5min)):
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DEBUG Segment 182 (GASS Hamilton Beats (5min)):
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DEBUG Segment 183 (GASS Hamilton Beats (5min)):
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DEBUG Segment 184 (GASS Hamilton Beats (5min)):
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DEBUG Segment 185 (GASS Hamilton Beats (5min)):
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DEBUG Segment 186 (GASS Hamilton Beats (5min)):
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DEBUG Segment 187 (GASS Hamilton Beats (5min)):
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DEBUG Segment 188 (GASS Hamilton Beats (5min)):
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DEBUG Segment 189 (GASS Hamilton Beats (5min)):
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DEBUG Segment 190 (GASS Hamilton Beats (5min)):
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DEBUG Segment 191 (GASS Hamilton Beats (5min)):
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DEBUG Segment 192 (GASS Hamilton Beats (5min)):
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DEBUG Segment 193 (GASS Hamilton Beats (5min)):
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DEBUG Segment 194 (GASS Hamilton Beats (5min)):
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DEBUG Segment 195 (GASS Hamilton Beats (5min)):
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DEBUG Segment 196 (GASS Hamilton Beats (5min)):
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DEBUG Segment 197 (GASS Hamilton Beats (5min)):
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DEBUG Segment 198 (GASS Hamilton Beats (5min)):
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DEBUG Segment 199 (GASS Hamilton Beats (5min)):
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DEBUG Segment 200 (GASS Hamilton Beats (5min)):
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DEBUG Segment 201 (GASS Hamilton Beats (5min)):
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DEBUG Segment 202 (GASS Hamilton Beats (5min)):
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DEBUG Segment 203 (GASS Hamilton Beats (5min)):
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DEBUG Segment 204 (GASS Hamilton Beats (5min)):
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DEBUG Segment 205 (GASS Hamilton Beats (5min)):
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DEBUG Segment 206 (GASS Hamilton Beats (5min)):
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DEBUG Segment 207 (GASS Hamilton Beats (5min)):
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DEBUG Segment 208 (GASS Hamilton Beats (5min)):
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DEBUG Segment 209 (GASS Hamilton Beats (5min)):
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DEBUG Segment 210 (GASS Hamilton Beats (5min)):
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DEBUG Segment 211 (GASS Hamilton Beats (5min)):
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DEBUG Segment 212 (GASS Hamilton Beats (5min)):
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DEBUG Segment 213 (GASS Hamilton Beats (5min)):
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DEBUG Segment 214 (GASS Hamilton Beats (5min)):
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DEBUG Segment 215 (GASS Hamilton Beats (5min)):
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DEBUG Segment 216 (GASS Hamilton Beats (5min)):
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DEBUG Segment 217 (GASS Hamilton Beats (5min)):
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DEBUG Segment 218 (GASS Hamilton Beats (5min)):
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DEBUG Segment 219 (GASS Hamilton Beats (5min)):
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DEBUG Segment 220 (GASS Hamilton Beats (5min)):
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DEBUG Segment 221 (GASS Hamilton Beats (5min)):
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DEBUG Segment 222 (GASS Hamilton Beats (5min)):
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DEBUG Segment 223 (GASS Hamilton Beats (5min)):
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DEBUG Segment 224 (GASS Hamilton Beats (5min)):
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DEBUG Segment 225 (GASS Hamilton Beats (5min)):
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DEBUG Segment 226 (GASS Hamilton Beats (5min)):
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DEBUG Segment 227 (GASS Hamilton Beats (5min)):
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DEBUG Segment 228 (GASS Hamilton Beats (5min)):
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DEBUG Segment 229 (GASS Hamilton Beats (5min)):
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DEBUG Segment 230 (GASS Hamilton Beats (5min)):
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DEBUG Segment 231 (GASS Hamilton Beats (5min)):
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DEBUG Segment 232 (GASS Hamilton Beats (5min)):
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DEBUG Segment 233 (GASS Hamilton Beats (5min)):
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DEBUG Segment 234 (GASS Hamilton Beats (5min)):
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DEBUG Segment 235 (GASS Hamilton Beats (5min)):
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DEBUG Segment 236 (GASS Hamilton Beats (5min)):
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DEBUG Segment 237 (GASS Hamilton Beats (5min)):
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DEBUG Segment 238 (GASS Hamilton Beats (5min)):
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DEBUG Segment 239 (GASS Hamilton Beats (5min)):
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DEBUG Segment 240 (GASS Hamilton Beats (5min)):
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DEBUG Segment 241 (GASS Hamilton Beats (5min)):
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DEBUG Segment 242 (GASS Hamilton Beats (5min)):
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DEBUG Segment 243 (GASS Hamilton Beats (5min)):
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DEBUG Segment 244 (GASS Hamilton Beats (5min)):
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DEBUG Segment 245 (GASS Hamilton Beats (5min)):
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DEBUG Segment 246 (GASS Hamilton Beats (5min)):
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DEBUG Segment 247 (GASS Hamilton Beats (5min)):
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DEBUG Segment 248 (GASS Hamilton Beats (5min)):
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DEBUG Segment 249 (GASS Hamilton Beats (5min)):
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DEBUG Segment 250 (GASS Hamilton Beats (5min)):
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DEBUG Segment 251 (GASS Hamilton Beats (5min)):
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DEBUG Segment 252 (GASS Hamilton Beats (5min)):
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DEBUG Segment 253 (GASS Hamilton Beats (5min)):
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DEBUG Segment 254 (GASS Hamilton Beats (5min)):
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DEBUG Segment 255 (GASS Hamilton Beats (5min)):
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DEBUG Segment 256 (GASS Hamilton Beats (5min)):
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DEBUG Segment 257 (GASS Hamilton Beats (5min)):
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DEBUG Segment 258 (GASS Hamilton Beats (5min)):
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DEBUG Segment 259 (GASS Hamilton Beats (5min)):
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DEBUG Segment 260 (GASS Hamilton Beats (5min)):
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DEBUG Segment 261 (GASS Hamilton Beats (5min)):
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DEBUG Segment 262 (GASS Hamilton Beats (5min)):
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DEBUG Segment 263 (GASS Hamilton Beats (5min)):
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DEBUG Segment 264 (GASS Hamilton Beats (5min)):
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DEBUG Segment 265 (GASS Hamilton Beats (5min)):
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DEBUG Segment 266 (GASS Hamilton Beats (5min)):
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DEBUG Segment 267 (GASS Hamilton Beats (5min)):
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DEBUG Segment 268 (GASS Hamilton Beats (5min)):
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DEBUG Segment 269 (GASS Hamilton Beats (5min)):
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DEBUG Segment 270 (GASS Hamilton Beats (5min)):
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DEBUG Segment 271 (GASS Hamilton Beats (5min)):
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DEBUG Segment 272 (GASS Hamilton Beats (5min)):
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DEBUG Segment 273 (GASS Hamilton Beats (5min)):
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DEBUG Segment 274 (GASS Hamilton Beats (5min)):
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DEBUG Segment 275 (GASS Hamilton Beats (5min)):
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DEBUG Segment 276 (GASS Hamilton Beats (5min)):
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DEBUG Segment 277 (GASS Hamilton Beats (5min)):
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DEBUG Segment 278 (GASS Hamilton Beats (5min)):
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DEBUG Segment 279 (GASS Hamilton Beats (5min)):
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DEBUG Segment 280 (GASS Hamilton Beats (5min)):
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DEBUG Segment 281 (GASS Hamilton Beats (5min)):
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DEBUG Segment 282 (GASS Hamilton Beats (5min)):
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DEBUG Segment 283 (GASS Hamilton Beats (5min)):
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DEBUG Segment 284 (GASS Hamilton Beats (5min)):
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DEBUG Segment 285 (GASS Hamilton Beats (5min)):
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DEBUG Segment 286 (GASS Hamilton Beats (5min)):
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DEBUG Segment 287 (GASS Hamilton Beats (5min)):
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DEBUG Segment 288 (GASS Hamilton Beats (5min)):
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DEBUG Segment 289 (GASS Hamilton Beats (5min)):
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DEBUG Segment 290 (GASS Hamilton Beats (5min)):
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DEBUG Segment 291 (GASS Hamilton Beats (5min)):
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DEBUG Segment 292 (GASS Hamilton Beats (5min)):
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DEBUG Segment 293 (GASS Hamilton Beats (5min)):
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DEBUG Segment 294 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-62 -58 -58 -60 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- GASS Hamilton Beats (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added GASS results for Hamilton Beats: CR Rice=2.138, CR Huff=2.192, mean L2=11.90562

=== Record 109 ===

Loading FULL record 109 (ADC units)...
Loaded 650000 ADC samples at 360 Hz
Best params for LMS Block 512 (10s): {'order': 4, 'mu': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (LMS Block 512 (5min)):
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Recon[4:9]:    [35 35 35 35 35]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (LMS Block 512 (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (LMS Block 512 (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (LMS Block 512 (5min)):
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DEBUG Segment 4 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 5 (LMS Block 512 (5min)):
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DEBUG Segment 6 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 7 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 8 (LMS Block 512 (5min)):
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DEBUG Segment 9 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 10 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 11 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 12 (LMS Block 512 (5min)):
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DEBUG Segment 13 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 14 (LMS Block 512 (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (LMS Block 512 (5min)):
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DEBUG Segment 16 (LMS Block 512 (5min)):
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DEBUG Segment 17 (LMS Block 512 (5min)):
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DEBUG Segment 18 (LMS Block 512 (5min)):
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DEBUG Segment 19 (LMS Block 512 (5min)):
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DEBUG Segment 20 (LMS Block 512 (5min)):
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DEBUG Segment 21 (LMS Block 512 (5min)):
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DEBUG Segment 22 (LMS Block 512 (5min)):
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DEBUG Segment 23 (LMS Block 512 (5min)):
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DEBUG Segment 24 (LMS Block 512 (5min)):
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DEBUG Segment 25 (LMS Block 512 (5min)):
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DEBUG Segment 26 (LMS Block 512 (5min)):
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DEBUG Segment 27 (LMS Block 512 (5min)):
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DEBUG Segment 28 (LMS Block 512 (5min)):
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DEBUG Segment 29 (LMS Block 512 (5min)):
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DEBUG Segment 30 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 31 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 32 (LMS Block 512 (5min)):
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DEBUG Segment 33 (LMS Block 512 (5min)):
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DEBUG Segment 34 (LMS Block 512 (5min)):
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DEBUG Segment 35 (LMS Block 512 (5min)):
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DEBUG Segment 36 (LMS Block 512 (5min)):
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DEBUG Segment 37 (LMS Block 512 (5min)):
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DEBUG Segment 38 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 39 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 40 (LMS Block 512 (5min)):
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DEBUG Segment 41 (LMS Block 512 (5min)):
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DEBUG Segment 42 (LMS Block 512 (5min)):
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DEBUG Segment 43 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 44 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 45 (LMS Block 512 (5min)):
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DEBUG Segment 46 (LMS Block 512 (5min)):
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DEBUG Segment 47 (LMS Block 512 (5min)):
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DEBUG Segment 48 (LMS Block 512 (5min)):
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DEBUG Segment 49 (LMS Block 512 (5min)):
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DEBUG Segment 50 (LMS Block 512 (5min)):
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DEBUG Segment 51 (LMS Block 512 (5min)):
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DEBUG Segment 52 (LMS Block 512 (5min)):
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DEBUG Segment 53 (LMS Block 512 (5min)):
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DEBUG Segment 54 (LMS Block 512 (5min)):
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DEBUG Segment 55 (LMS Block 512 (5min)):
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DEBUG Segment 56 (LMS Block 512 (5min)):
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DEBUG Segment 57 (LMS Block 512 (5min)):
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DEBUG Segment 58 (LMS Block 512 (5min)):
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DEBUG Segment 59 (LMS Block 512 (5min)):
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DEBUG Segment 60 (LMS Block 512 (5min)):
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DEBUG Segment 61 (LMS Block 512 (5min)):
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DEBUG Segment 62 (LMS Block 512 (5min)):
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DEBUG Segment 63 (LMS Block 512 (5min)):
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DEBUG Segment 64 (LMS Block 512 (5min)):
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DEBUG Segment 65 (LMS Block 512 (5min)):
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DEBUG Segment 66 (LMS Block 512 (5min)):
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DEBUG Segment 67 (LMS Block 512 (5min)):
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DEBUG Segment 68 (LMS Block 512 (5min)):
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DEBUG Segment 69 (LMS Block 512 (5min)):
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DEBUG Segment 70 (LMS Block 512 (5min)):
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DEBUG Segment 71 (LMS Block 512 (5min)):
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DEBUG Segment 72 (LMS Block 512 (5min)):
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DEBUG Segment 73 (LMS Block 512 (5min)):
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DEBUG Segment 74 (LMS Block 512 (5min)):
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DEBUG Segment 75 (LMS Block 512 (5min)):
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DEBUG Segment 76 (LMS Block 512 (5min)):
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DEBUG Segment 77 (LMS Block 512 (5min)):
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DEBUG Segment 78 (LMS Block 512 (5min)):
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DEBUG Segment 79 (LMS Block 512 (5min)):
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DEBUG Segment 80 (LMS Block 512 (5min)):
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DEBUG Segment 81 (LMS Block 512 (5min)):
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DEBUG Segment 82 (LMS Block 512 (5min)):
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DEBUG Segment 83 (LMS Block 512 (5min)):
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DEBUG Segment 84 (LMS Block 512 (5min)):
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DEBUG Segment 85 (LMS Block 512 (5min)):
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DEBUG Segment 86 (LMS Block 512 (5min)):
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DEBUG Segment 87 (LMS Block 512 (5min)):
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DEBUG Segment 88 (LMS Block 512 (5min)):
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DEBUG Segment 89 (LMS Block 512 (5min)):
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DEBUG Segment 90 (LMS Block 512 (5min)):
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DEBUG Segment 91 (LMS Block 512 (5min)):
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DEBUG Segment 92 (LMS Block 512 (5min)):
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DEBUG Segment 93 (LMS Block 512 (5min)):
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DEBUG Segment 94 (LMS Block 512 (5min)):
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DEBUG Segment 95 (LMS Block 512 (5min)):
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DEBUG Segment 96 (LMS Block 512 (5min)):
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DEBUG Segment 97 (LMS Block 512 (5min)):
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DEBUG Segment 98 (LMS Block 512 (5min)):
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DEBUG Segment 99 (LMS Block 512 (5min)):
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DEBUG Segment 100 (LMS Block 512 (5min)):
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DEBUG Segment 101 (LMS Block 512 (5min)):
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DEBUG Segment 102 (LMS Block 512 (5min)):
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DEBUG Segment 103 (LMS Block 512 (5min)):
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DEBUG Segment 104 (LMS Block 512 (5min)):
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DEBUG Segment 105 (LMS Block 512 (5min)):
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DEBUG Segment 106 (LMS Block 512 (5min)):
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DEBUG Segment 107 (LMS Block 512 (5min)):
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DEBUG Segment 108 (LMS Block 512 (5min)):
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DEBUG Segment 109 (LMS Block 512 (5min)):
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DEBUG Segment 110 (LMS Block 512 (5min)):
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DEBUG Segment 111 (LMS Block 512 (5min)):
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DEBUG Segment 112 (LMS Block 512 (5min)):
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DEBUG Segment 113 (LMS Block 512 (5min)):
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DEBUG Segment 114 (LMS Block 512 (5min)):
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DEBUG Segment 115 (LMS Block 512 (5min)):
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DEBUG Segment 116 (LMS Block 512 (5min)):
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DEBUG Segment 117 (LMS Block 512 (5min)):
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DEBUG Segment 118 (LMS Block 512 (5min)):
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DEBUG Segment 119 (LMS Block 512 (5min)):
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DEBUG Segment 120 (LMS Block 512 (5min)):
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DEBUG Segment 121 (LMS Block 512 (5min)):
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DEBUG Segment 122 (LMS Block 512 (5min)):
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DEBUG Segment 123 (LMS Block 512 (5min)):
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DEBUG Segment 124 (LMS Block 512 (5min)):
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DEBUG Segment 125 (LMS Block 512 (5min)):
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DEBUG Segment 126 (LMS Block 512 (5min)):
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DEBUG Segment 127 (LMS Block 512 (5min)):
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DEBUG Segment 128 (LMS Block 512 (5min)):
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DEBUG Segment 129 (LMS Block 512 (5min)):
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DEBUG Segment 130 (LMS Block 512 (5min)):
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DEBUG Segment 131 (LMS Block 512 (5min)):
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DEBUG Segment 132 (LMS Block 512 (5min)):
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DEBUG Segment 133 (LMS Block 512 (5min)):
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DEBUG Segment 134 (LMS Block 512 (5min)):
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DEBUG Segment 135 (LMS Block 512 (5min)):
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DEBUG Segment 136 (LMS Block 512 (5min)):
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DEBUG Segment 137 (LMS Block 512 (5min)):
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DEBUG Segment 138 (LMS Block 512 (5min)):
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DEBUG Segment 139 (LMS Block 512 (5min)):
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DEBUG Segment 140 (LMS Block 512 (5min)):
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DEBUG Segment 141 (LMS Block 512 (5min)):
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DEBUG Segment 142 (LMS Block 512 (5min)):
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DEBUG Segment 143 (LMS Block 512 (5min)):
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DEBUG Segment 144 (LMS Block 512 (5min)):
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DEBUG Segment 145 (LMS Block 512 (5min)):
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DEBUG Segment 146 (LMS Block 512 (5min)):
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DEBUG Segment 147 (LMS Block 512 (5min)):
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DEBUG Segment 148 (LMS Block 512 (5min)):
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DEBUG Segment 149 (LMS Block 512 (5min)):
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DEBUG Segment 150 (LMS Block 512 (5min)):
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DEBUG Segment 151 (LMS Block 512 (5min)):
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DEBUG Segment 152 (LMS Block 512 (5min)):
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DEBUG Segment 153 (LMS Block 512 (5min)):
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DEBUG Segment 154 (LMS Block 512 (5min)):
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DEBUG Segment 155 (LMS Block 512 (5min)):
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DEBUG Segment 156 (LMS Block 512 (5min)):
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DEBUG Segment 157 (LMS Block 512 (5min)):
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DEBUG Segment 158 (LMS Block 512 (5min)):
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DEBUG Segment 159 (LMS Block 512 (5min)):
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DEBUG Segment 160 (LMS Block 512 (5min)):
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DEBUG Segment 161 (LMS Block 512 (5min)):
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DEBUG Segment 162 (LMS Block 512 (5min)):
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DEBUG Segment 163 (LMS Block 512 (5min)):
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DEBUG Segment 164 (LMS Block 512 (5min)):
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DEBUG Segment 165 (LMS Block 512 (5min)):
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DEBUG Segment 166 (LMS Block 512 (5min)):
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DEBUG Segment 167 (LMS Block 512 (5min)):
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DEBUG Segment 168 (LMS Block 512 (5min)):
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DEBUG Segment 169 (LMS Block 512 (5min)):
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DEBUG Segment 170 (LMS Block 512 (5min)):
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DEBUG Segment 171 (LMS Block 512 (5min)):
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DEBUG Segment 172 (LMS Block 512 (5min)):
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Recon[4:9]:    [-23  -2  21  43  63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 173 (LMS Block 512 (5min)):
Original[4:9]: [-126 -123 -116 -111 -105]
Recon[4:9]:    [-126 -123 -116 -111 -105]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 174 (LMS Block 512 (5min)):
Original[4:9]: [-97 -94 -91 -93 -93]
Recon[4:9]:    [-97 -94 -91 -93 -93]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 175 (LMS Block 512 (5min)):
Original[4:9]: [-23 -22 -21 -16 -16]
Recon[4:9]:    [-23 -22 -21 -16 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 176 (LMS Block 512 (5min)):
Original[4:9]: [-3 -2 -1  2  2]
Recon[4:9]:    [-3 -2 -1  2  2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 177 (LMS Block 512 (5min)):
Original[4:9]: [-7 -6 -4 -5 -8]
Recon[4:9]:    [-7 -6 -4 -5 -8]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 178 (LMS Block 512 (5min)):
Original[4:9]: [-52 -52 -53 -53 -51]
Recon[4:9]:    [-52 -52 -53 -53 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 179 (LMS Block 512 (5min)):
Original[4:9]: [-60 -62 -62 -57 -48]
Recon[4:9]:    [-60 -62 -62 -57 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 180 (LMS Block 512 (5min)):
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Recon[4:9]:    [115 134 153 172 193]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 181 (LMS Block 512 (5min)):
Original[4:9]: [255 248 241 224 200]
Recon[4:9]:    [255 248 241 224 200]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 182 (LMS Block 512 (5min)):
Original[4:9]: [-136 -133 -127 -124 -119]
Recon[4:9]:    [-136 -133 -127 -124 -119]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 183 (LMS Block 512 (5min)):
Original[4:9]: [-146 -138 -130 -128 -127]
Recon[4:9]:    [-146 -138 -130 -128 -127]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 184 (LMS Block 512 (5min)):
Original[4:9]: [-180 -179 -180 -178 -175]
Recon[4:9]:    [-180 -179 -180 -178 -175]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 185 (LMS Block 512 (5min)):
Original[4:9]: [ -21  -57  -87 -109 -134]
Recon[4:9]:    [ -21  -57  -87 -109 -134]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 186 (LMS Block 512 (5min)):
Original[4:9]: [-124 -147 -170 -185 -194]
Recon[4:9]:    [-124 -147 -170 -185 -194]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 187 (LMS Block 512 (5min)):
Original[4:9]: [-205 -202 -201 -202 -198]
Recon[4:9]:    [-205 -202 -201 -202 -198]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 188 (LMS Block 512 (5min)):
Original[4:9]: [-18   9  41  66  85]
Recon[4:9]:    [-18   9  41  66  85]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 189 (LMS Block 512 (5min)):
Original[4:9]: [-65 -65 -64 -62 -63]
Recon[4:9]:    [-65 -65 -64 -62 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 190 (LMS Block 512 (5min)):
Original[4:9]: [-63 -63 -65 -67 -66]
Recon[4:9]:    [-63 -63 -65 -67 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 191 (LMS Block 512 (5min)):
Original[4:9]: [-59 -63 -58 -57 -57]
Recon[4:9]:    [-59 -63 -58 -57 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 192 (LMS Block 512 (5min)):
Original[4:9]: [-63 -59 -58 -60 -61]
Recon[4:9]:    [-63 -59 -58 -60 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 193 (LMS Block 512 (5min)):
Original[4:9]: [ -4  -8 -14 -20 -26]
Recon[4:9]:    [ -4  -8 -14 -20 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 194 (LMS Block 512 (5min)):
Original[4:9]: [-35 -43 -44 -46 -49]
Recon[4:9]:    [-35 -43 -44 -46 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 195 (LMS Block 512 (5min)):
Original[4:9]: [-17 -20 -24 -33 -40]
Recon[4:9]:    [-17 -20 -24 -33 -40]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 196 (LMS Block 512 (5min)):
Original[4:9]: [-12 -18 -23 -30 -34]
Recon[4:9]:    [-12 -18 -23 -30 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 197 (LMS Block 512 (5min)):
Original[4:9]: [-27 -28 -28 -24 -23]
Recon[4:9]:    [-27 -28 -28 -24 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 198 (LMS Block 512 (5min)):
Original[4:9]: [-30 -29 -29 -27 -27]
Recon[4:9]:    [-30 -29 -29 -27 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 199 (LMS Block 512 (5min)):
Original[4:9]: [-12 -13 -14 -14 -15]
Recon[4:9]:    [-12 -13 -14 -14 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 200 (LMS Block 512 (5min)):
Original[4:9]: [-21 -24 -20 -19 -17]
Recon[4:9]:    [-21 -24 -20 -19 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 201 (LMS Block 512 (5min)):
Original[4:9]: [-4 -1  3  1  2]
Recon[4:9]:    [-4 -1  3  1  2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 202 (LMS Block 512 (5min)):
Original[4:9]: [-26 -26 -28 -30 -29]
Recon[4:9]:    [-26 -26 -28 -30 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 203 (LMS Block 512 (5min)):
Original[4:9]: [-12 -14 -14 -14 -14]
Recon[4:9]:    [-12 -14 -14 -14 -14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 204 (LMS Block 512 (5min)):
Original[4:9]: [-22 -21 -18 -20 -26]
Recon[4:9]:    [-22 -21 -18 -20 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 205 (LMS Block 512 (5min)):
Original[4:9]: [-47 -45 -46 -46 -47]
Recon[4:9]:    [-47 -45 -46 -46 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 206 (LMS Block 512 (5min)):
Original[4:9]: [-14 -16 -17 -16 -13]
Recon[4:9]:    [-14 -16 -17 -16 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 207 (LMS Block 512 (5min)):
Original[4:9]: [-33 -31 -29 -27 -27]
Recon[4:9]:    [-33 -31 -29 -27 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 208 (LMS Block 512 (5min)):
Original[4:9]: [-19 -16 -15 -15 -15]
Recon[4:9]:    [-19 -16 -15 -15 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 209 (LMS Block 512 (5min)):
Original[4:9]: [-13 -18 -18 -19 -16]
Recon[4:9]:    [-13 -18 -18 -19 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 210 (LMS Block 512 (5min)):
Original[4:9]: [-17 -15 -15 -17 -20]
Recon[4:9]:    [-17 -15 -15 -17 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- LMS Block 512 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added LMS results for Block 512: CR Rice=1.741, CR Huff=1.889, mean L2=25.80875
Best params for NLMS Block 512 (10s): {'order': 4, 'mu': 0.01} (avg l2-norm=0.00000)

DEBUG Segment 0 (NLMS Block 512 (5min)):
Original[4:9]: [35 35 35 35 35]
Recon[4:9]:    [35 35 35 35 35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (NLMS Block 512 (5min)):
Original[4:9]: [-126 -126 -128 -128 -127]
Recon[4:9]:    [-126 -126 -128 -128 -127]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (NLMS Block 512 (5min)):
Original[4:9]: [-169 -166 -156 -135 -116]
Recon[4:9]:    [-169 -166 -156 -135 -116]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (NLMS Block 512 (5min)):
Original[4:9]: [-216 -217 -217 -218 -216]
Recon[4:9]:    [-216 -217 -217 -218 -216]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (NLMS Block 512 (5min)):
Original[4:9]: [-123 -124 -126 -127 -125]
Recon[4:9]:    [-123 -124 -126 -127 -125]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (NLMS Block 512 (5min)):
Original[4:9]: [-19 -15 -13 -13 -16]
Recon[4:9]:    [-19 -15 -13 -13 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (NLMS Block 512 (5min)):
Original[4:9]: [-45 -47 -48 -48 -48]
Recon[4:9]:    [-45 -47 -48 -48 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (NLMS Block 512 (5min)):
Original[4:9]: [101  87  72  60  47]
Recon[4:9]:    [101  87  72  60  47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (NLMS Block 512 (5min)):
Original[4:9]: [-116 -113 -110 -110 -110]
Recon[4:9]:    [-116 -113 -110 -110 -110]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (NLMS Block 512 (5min)):
Original[4:9]: [-23 -24 -24 -27 -28]
Recon[4:9]:    [-23 -24 -24 -27 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (NLMS Block 512 (5min)):
Original[4:9]: [178 186 187 189 186]
Recon[4:9]:    [178 186 187 189 186]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (NLMS Block 512 (5min)):
Original[4:9]: [-126 -125 -122 -118 -121]
Recon[4:9]:    [-126 -125 -122 -118 -121]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (NLMS Block 512 (5min)):
Original[4:9]: [-26 -21 -21 -18 -18]
Recon[4:9]:    [-26 -21 -21 -18 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (NLMS Block 512 (5min)):
Original[4:9]: [-100 -100 -102 -101  -99]
Recon[4:9]:    [-100 -100 -102 -101  -99]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (NLMS Block 512 (5min)):
Original[4:9]: [-126 -123 -121 -119 -117]
Recon[4:9]:    [-126 -123 -121 -119 -117]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (NLMS Block 512 (5min)):
Original[4:9]: [-70 -67 -68 -65 -63]
Recon[4:9]:    [-70 -67 -68 -65 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (NLMS Block 512 (5min)):
Original[4:9]: [ -8 -10 -10  -6  -2]
Recon[4:9]:    [ -8 -10 -10  -6  -2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (NLMS Block 512 (5min)):
Original[4:9]: [-67 -64 -61 -61 -63]
Recon[4:9]:    [-67 -64 -61 -61 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (NLMS Block 512 (5min)):
Original[4:9]: [-174 -172 -174 -172 -165]
Recon[4:9]:    [-174 -172 -174 -172 -165]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (NLMS Block 512 (5min)):
Original[4:9]: [-109 -110 -107 -102 -101]
Recon[4:9]:    [-109 -110 -107 -102 -101]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (NLMS Block 512 (5min)):
Original[4:9]: [-67 -64 -58 -54 -54]
Recon[4:9]:    [-67 -64 -58 -54 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (NLMS Block 512 (5min)):
Original[4:9]: [-37 -36 -36 -36 -34]
Recon[4:9]:    [-37 -36 -36 -36 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (NLMS Block 512 (5min)):
Original[4:9]: [-63 -66 -64 -62 -59]
Recon[4:9]:    [-63 -66 -64 -62 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (NLMS Block 512 (5min)):
Original[4:9]: [248 270 280 282 280]
Recon[4:9]:    [248 270 280 282 280]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (NLMS Block 512 (5min)):
Original[4:9]: [-122 -136 -148 -154 -156]
Recon[4:9]:    [-122 -136 -148 -154 -156]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (NLMS Block 512 (5min)):
Original[4:9]: [-96 -97 -94 -92 -88]
Recon[4:9]:    [-96 -97 -94 -92 -88]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (NLMS Block 512 (5min)):
Original[4:9]: [-52 -47 -41 -38 -38]
Recon[4:9]:    [-52 -47 -41 -38 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (NLMS Block 512 (5min)):
Original[4:9]: [-18 -19 -20 -21 -19]
Recon[4:9]:    [-18 -19 -20 -21 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (NLMS Block 512 (5min)):
Original[4:9]: [-29 -31 -32 -31 -31]
Recon[4:9]:    [-29 -31 -32 -31 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (NLMS Block 512 (5min)):
Original[4:9]: [-26 -23 -21 -20 -23]
Recon[4:9]:    [-26 -23 -21 -20 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (NLMS Block 512 (5min)):
Original[4:9]: [-61 -65 -71 -75 -78]
Recon[4:9]:    [-61 -65 -71 -75 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (NLMS Block 512 (5min)):
Original[4:9]: [-90 -88 -86 -86 -84]
Recon[4:9]:    [-90 -88 -86 -86 -84]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (NLMS Block 512 (5min)):
Original[4:9]: [-79 -75 -74 -74 -74]
Recon[4:9]:    [-79 -75 -74 -74 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (NLMS Block 512 (5min)):
Original[4:9]: [-74 -74 -75 -78 -77]
Recon[4:9]:    [-74 -74 -75 -78 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (NLMS Block 512 (5min)):
Original[4:9]: [ 63  75  86 103 129]
Recon[4:9]:    [ 63  75  86 103 129]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (NLMS Block 512 (5min)):
Original[4:9]: [-186 -180 -180 -176 -171]
Recon[4:9]:    [-186 -180 -180 -176 -171]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (NLMS Block 512 (5min)):
Original[4:9]: [ -78 -103 -132 -154 -167]
Recon[4:9]:    [ -78 -103 -132 -154 -167]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (NLMS Block 512 (5min)):
Original[4:9]: [-164 -170 -174 -174 -170]
Recon[4:9]:    [-164 -170 -174 -174 -170]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (NLMS Block 512 (5min)):
Original[4:9]: [-110 -108 -109 -109 -111]
Recon[4:9]:    [-110 -108 -109 -109 -111]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (NLMS Block 512 (5min)):
Original[4:9]: [-123 -123 -123 -123 -124]
Recon[4:9]:    [-123 -123 -123 -123 -124]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (NLMS Block 512 (5min)):
Original[4:9]: [-103 -104 -103 -101  -97]
Recon[4:9]:    [-103 -104 -103 -101  -97]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (NLMS Block 512 (5min)):
Original[4:9]: [-119 -118 -118 -116 -118]
Recon[4:9]:    [-119 -118 -118 -116 -118]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (NLMS Block 512 (5min)):
Original[4:9]: [-92 -88 -85 -83 -81]
Recon[4:9]:    [-92 -88 -85 -83 -81]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (NLMS Block 512 (5min)):
Original[4:9]: [ -8  -8 -10 -10  -6]
Recon[4:9]:    [ -8  -8 -10 -10  -6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (NLMS Block 512 (5min)):
Original[4:9]: [-20 -20 -20 -19 -22]
Recon[4:9]:    [-20 -20 -20 -19 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (NLMS Block 512 (5min)):
Original[4:9]: [-10  -6  -8  -7 -10]
Recon[4:9]:    [-10  -6  -8  -7 -10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (NLMS Block 512 (5min)):
Original[4:9]: [-12 -15 -17 -18 -18]
Recon[4:9]:    [-12 -15 -17 -18 -18]
Raw difference: [0 0 0 0 0]
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L2 calculation: 0.0

DEBUG Segment 47 (NLMS Block 512 (5min)):
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DEBUG Segment 48 (NLMS Block 512 (5min)):
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DEBUG Segment 49 (NLMS Block 512 (5min)):
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DEBUG Segment 50 (NLMS Block 512 (5min)):
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DEBUG Segment 51 (NLMS Block 512 (5min)):
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DEBUG Segment 52 (NLMS Block 512 (5min)):
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DEBUG Segment 53 (NLMS Block 512 (5min)):
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DEBUG Segment 54 (NLMS Block 512 (5min)):
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DEBUG Segment 55 (NLMS Block 512 (5min)):
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DEBUG Segment 56 (NLMS Block 512 (5min)):
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DEBUG Segment 57 (NLMS Block 512 (5min)):
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DEBUG Segment 58 (NLMS Block 512 (5min)):
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DEBUG Segment 59 (NLMS Block 512 (5min)):
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DEBUG Segment 60 (NLMS Block 512 (5min)):
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DEBUG Segment 61 (NLMS Block 512 (5min)):
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DEBUG Segment 62 (NLMS Block 512 (5min)):
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DEBUG Segment 63 (NLMS Block 512 (5min)):
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DEBUG Segment 64 (NLMS Block 512 (5min)):
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DEBUG Segment 65 (NLMS Block 512 (5min)):
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DEBUG Segment 66 (NLMS Block 512 (5min)):
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DEBUG Segment 67 (NLMS Block 512 (5min)):
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DEBUG Segment 68 (NLMS Block 512 (5min)):
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DEBUG Segment 69 (NLMS Block 512 (5min)):
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DEBUG Segment 70 (NLMS Block 512 (5min)):
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DEBUG Segment 71 (NLMS Block 512 (5min)):
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DEBUG Segment 72 (NLMS Block 512 (5min)):
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DEBUG Segment 73 (NLMS Block 512 (5min)):
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DEBUG Segment 74 (NLMS Block 512 (5min)):
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DEBUG Segment 75 (NLMS Block 512 (5min)):
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DEBUG Segment 76 (NLMS Block 512 (5min)):
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DEBUG Segment 77 (NLMS Block 512 (5min)):
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DEBUG Segment 78 (NLMS Block 512 (5min)):
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DEBUG Segment 79 (NLMS Block 512 (5min)):
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DEBUG Segment 80 (NLMS Block 512 (5min)):
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DEBUG Segment 81 (NLMS Block 512 (5min)):
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DEBUG Segment 82 (NLMS Block 512 (5min)):
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DEBUG Segment 83 (NLMS Block 512 (5min)):
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DEBUG Segment 84 (NLMS Block 512 (5min)):
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DEBUG Segment 85 (NLMS Block 512 (5min)):
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DEBUG Segment 86 (NLMS Block 512 (5min)):
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DEBUG Segment 87 (NLMS Block 512 (5min)):
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DEBUG Segment 88 (NLMS Block 512 (5min)):
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DEBUG Segment 89 (NLMS Block 512 (5min)):
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DEBUG Segment 90 (NLMS Block 512 (5min)):
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DEBUG Segment 91 (NLMS Block 512 (5min)):
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DEBUG Segment 92 (NLMS Block 512 (5min)):
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DEBUG Segment 93 (NLMS Block 512 (5min)):
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DEBUG Segment 94 (NLMS Block 512 (5min)):
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DEBUG Segment 95 (NLMS Block 512 (5min)):
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DEBUG Segment 96 (NLMS Block 512 (5min)):
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DEBUG Segment 97 (NLMS Block 512 (5min)):
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DEBUG Segment 98 (NLMS Block 512 (5min)):
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DEBUG Segment 99 (NLMS Block 512 (5min)):
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DEBUG Segment 100 (NLMS Block 512 (5min)):
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DEBUG Segment 101 (NLMS Block 512 (5min)):
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DEBUG Segment 102 (NLMS Block 512 (5min)):
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DEBUG Segment 103 (NLMS Block 512 (5min)):
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DEBUG Segment 104 (NLMS Block 512 (5min)):
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DEBUG Segment 105 (NLMS Block 512 (5min)):
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DEBUG Segment 106 (NLMS Block 512 (5min)):
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DEBUG Segment 107 (NLMS Block 512 (5min)):
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DEBUG Segment 108 (NLMS Block 512 (5min)):
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DEBUG Segment 109 (NLMS Block 512 (5min)):
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DEBUG Segment 110 (NLMS Block 512 (5min)):
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DEBUG Segment 111 (NLMS Block 512 (5min)):
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DEBUG Segment 112 (NLMS Block 512 (5min)):
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DEBUG Segment 113 (NLMS Block 512 (5min)):
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DEBUG Segment 114 (NLMS Block 512 (5min)):
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DEBUG Segment 115 (NLMS Block 512 (5min)):
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DEBUG Segment 116 (NLMS Block 512 (5min)):
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DEBUG Segment 117 (NLMS Block 512 (5min)):
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DEBUG Segment 118 (NLMS Block 512 (5min)):
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DEBUG Segment 119 (NLMS Block 512 (5min)):
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DEBUG Segment 120 (NLMS Block 512 (5min)):
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DEBUG Segment 121 (NLMS Block 512 (5min)):
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DEBUG Segment 122 (NLMS Block 512 (5min)):
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DEBUG Segment 123 (NLMS Block 512 (5min)):
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DEBUG Segment 124 (NLMS Block 512 (5min)):
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DEBUG Segment 125 (NLMS Block 512 (5min)):
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DEBUG Segment 126 (NLMS Block 512 (5min)):
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DEBUG Segment 127 (NLMS Block 512 (5min)):
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DEBUG Segment 128 (NLMS Block 512 (5min)):
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DEBUG Segment 129 (NLMS Block 512 (5min)):
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DEBUG Segment 130 (NLMS Block 512 (5min)):
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DEBUG Segment 131 (NLMS Block 512 (5min)):
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DEBUG Segment 132 (NLMS Block 512 (5min)):
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DEBUG Segment 133 (NLMS Block 512 (5min)):
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DEBUG Segment 134 (NLMS Block 512 (5min)):
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DEBUG Segment 135 (NLMS Block 512 (5min)):
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DEBUG Segment 136 (NLMS Block 512 (5min)):
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DEBUG Segment 137 (NLMS Block 512 (5min)):
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DEBUG Segment 138 (NLMS Block 512 (5min)):
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DEBUG Segment 139 (NLMS Block 512 (5min)):
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DEBUG Segment 140 (NLMS Block 512 (5min)):
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DEBUG Segment 141 (NLMS Block 512 (5min)):
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DEBUG Segment 142 (NLMS Block 512 (5min)):
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DEBUG Segment 143 (NLMS Block 512 (5min)):
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DEBUG Segment 144 (NLMS Block 512 (5min)):
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DEBUG Segment 145 (NLMS Block 512 (5min)):
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DEBUG Segment 146 (NLMS Block 512 (5min)):
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DEBUG Segment 147 (NLMS Block 512 (5min)):
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DEBUG Segment 148 (NLMS Block 512 (5min)):
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DEBUG Segment 149 (NLMS Block 512 (5min)):
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DEBUG Segment 150 (NLMS Block 512 (5min)):
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DEBUG Segment 151 (NLMS Block 512 (5min)):
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DEBUG Segment 152 (NLMS Block 512 (5min)):
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DEBUG Segment 153 (NLMS Block 512 (5min)):
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DEBUG Segment 154 (NLMS Block 512 (5min)):
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DEBUG Segment 155 (NLMS Block 512 (5min)):
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DEBUG Segment 156 (NLMS Block 512 (5min)):
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DEBUG Segment 157 (NLMS Block 512 (5min)):
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DEBUG Segment 158 (NLMS Block 512 (5min)):
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DEBUG Segment 159 (NLMS Block 512 (5min)):
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DEBUG Segment 160 (NLMS Block 512 (5min)):
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DEBUG Segment 161 (NLMS Block 512 (5min)):
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DEBUG Segment 162 (NLMS Block 512 (5min)):
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DEBUG Segment 163 (NLMS Block 512 (5min)):
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DEBUG Segment 164 (NLMS Block 512 (5min)):
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DEBUG Segment 165 (NLMS Block 512 (5min)):
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DEBUG Segment 166 (NLMS Block 512 (5min)):
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DEBUG Segment 167 (NLMS Block 512 (5min)):
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DEBUG Segment 168 (NLMS Block 512 (5min)):
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DEBUG Segment 169 (NLMS Block 512 (5min)):
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DEBUG Segment 170 (NLMS Block 512 (5min)):
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DEBUG Segment 171 (NLMS Block 512 (5min)):
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DEBUG Segment 172 (NLMS Block 512 (5min)):
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DEBUG Segment 173 (NLMS Block 512 (5min)):
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DEBUG Segment 174 (NLMS Block 512 (5min)):
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DEBUG Segment 175 (NLMS Block 512 (5min)):
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DEBUG Segment 176 (NLMS Block 512 (5min)):
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DEBUG Segment 177 (NLMS Block 512 (5min)):
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DEBUG Segment 178 (NLMS Block 512 (5min)):
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DEBUG Segment 179 (NLMS Block 512 (5min)):
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DEBUG Segment 180 (NLMS Block 512 (5min)):
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DEBUG Segment 181 (NLMS Block 512 (5min)):
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DEBUG Segment 182 (NLMS Block 512 (5min)):
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DEBUG Segment 183 (NLMS Block 512 (5min)):
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DEBUG Segment 184 (NLMS Block 512 (5min)):
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DEBUG Segment 185 (NLMS Block 512 (5min)):
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DEBUG Segment 186 (NLMS Block 512 (5min)):
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DEBUG Segment 187 (NLMS Block 512 (5min)):
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DEBUG Segment 188 (NLMS Block 512 (5min)):
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DEBUG Segment 189 (NLMS Block 512 (5min)):
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DEBUG Segment 190 (NLMS Block 512 (5min)):
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DEBUG Segment 191 (NLMS Block 512 (5min)):
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DEBUG Segment 192 (NLMS Block 512 (5min)):
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DEBUG Segment 193 (NLMS Block 512 (5min)):
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DEBUG Segment 194 (NLMS Block 512 (5min)):
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DEBUG Segment 195 (NLMS Block 512 (5min)):
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DEBUG Segment 196 (NLMS Block 512 (5min)):
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DEBUG Segment 197 (NLMS Block 512 (5min)):
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DEBUG Segment 198 (NLMS Block 512 (5min)):
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DEBUG Segment 199 (NLMS Block 512 (5min)):
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DEBUG Segment 200 (NLMS Block 512 (5min)):
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DEBUG Segment 201 (NLMS Block 512 (5min)):
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DEBUG Segment 202 (NLMS Block 512 (5min)):
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DEBUG Segment 203 (NLMS Block 512 (5min)):
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DEBUG Segment 204 (NLMS Block 512 (5min)):
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DEBUG Segment 205 (NLMS Block 512 (5min)):
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DEBUG Segment 206 (NLMS Block 512 (5min)):
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DEBUG Segment 207 (NLMS Block 512 (5min)):
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DEBUG Segment 208 (NLMS Block 512 (5min)):
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DEBUG Segment 209 (NLMS Block 512 (5min)):
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DEBUG Segment 210 (NLMS Block 512 (5min)):
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---- NLMS Block 512 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added NLMS results for Block 512: CR Rice=1.582, CR Huff=1.695, mean L2=36.44235
Best params for GASS Block 512 (10s): {'order': 4, 'mu': 1e-07, 'rho': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (GASS Block 512 (5min)):
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DEBUG Segment 1 (GASS Block 512 (5min)):
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DEBUG Segment 2 (GASS Block 512 (5min)):
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DEBUG Segment 3 (GASS Block 512 (5min)):
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DEBUG Segment 4 (GASS Block 512 (5min)):
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DEBUG Segment 5 (GASS Block 512 (5min)):
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DEBUG Segment 6 (GASS Block 512 (5min)):
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DEBUG Segment 7 (GASS Block 512 (5min)):
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DEBUG Segment 8 (GASS Block 512 (5min)):
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DEBUG Segment 9 (GASS Block 512 (5min)):
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DEBUG Segment 184 (GASS Block 512 (5min)):
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Recon[4:9]:    [-180 -179 -180 -178 -175]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 185 (GASS Block 512 (5min)):
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Recon[4:9]:    [ -21  -57  -87 -109 -134]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 186 (GASS Block 512 (5min)):
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Recon[4:9]:    [-124 -147 -170 -185 -194]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 187 (GASS Block 512 (5min)):
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Recon[4:9]:    [-205 -202 -201 -202 -198]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 188 (GASS Block 512 (5min)):
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Recon[4:9]:    [-18   9  41  66  85]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 189 (GASS Block 512 (5min)):
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Recon[4:9]:    [-65 -65 -64 -62 -63]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 190 (GASS Block 512 (5min)):
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Recon[4:9]:    [-63 -63 -65 -67 -66]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 191 (GASS Block 512 (5min)):
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Recon[4:9]:    [-59 -63 -58 -57 -57]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 192 (GASS Block 512 (5min)):
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Recon[4:9]:    [-63 -59 -58 -60 -61]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 193 (GASS Block 512 (5min)):
Original[4:9]: [ -4  -8 -14 -20 -26]
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L2 calculation: 0.0

DEBUG Segment 194 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 195 (GASS Block 512 (5min)):
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DEBUG Segment 196 (GASS Block 512 (5min)):
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DEBUG Segment 197 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 198 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 199 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 200 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 201 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 202 (GASS Block 512 (5min)):
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Recon[4:9]:    [-26 -26 -28 -30 -29]
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L2 calculation: 0.0

DEBUG Segment 203 (GASS Block 512 (5min)):
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Recon[4:9]:    [-12 -14 -14 -14 -14]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 204 (GASS Block 512 (5min)):
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Recon[4:9]:    [-22 -21 -18 -20 -26]
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L2 calculation: 0.0

DEBUG Segment 205 (GASS Block 512 (5min)):
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Recon[4:9]:    [-47 -45 -46 -46 -47]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 206 (GASS Block 512 (5min)):
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Recon[4:9]:    [-14 -16 -17 -16 -13]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 207 (GASS Block 512 (5min)):
Original[4:9]: [-33 -31 -29 -27 -27]
Recon[4:9]:    [-33 -31 -29 -27 -27]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 208 (GASS Block 512 (5min)):
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Recon[4:9]:    [-19 -16 -15 -15 -15]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 209 (GASS Block 512 (5min)):
Original[4:9]: [-13 -18 -18 -19 -16]
Recon[4:9]:    [-13 -18 -18 -19 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 210 (GASS Block 512 (5min)):
Original[4:9]: [-17 -15 -15 -17 -20]
Recon[4:9]:    [-17 -15 -15 -17 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- GASS Block 512 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added GASS results for Block 512: CR Rice=2.138, CR Huff=2.258, mean L2=14.33390
Best params for LMS Block 1024 (10s): {'order': 4, 'mu': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (LMS Block 1024 (5min)):
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Recon[4:9]:    [35 35 35 35 35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (LMS Block 1024 (5min)):
Original[4:9]: [-169 -166 -156 -135 -116]
Recon[4:9]:    [-169 -166 -156 -135 -116]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (LMS Block 1024 (5min)):
Original[4:9]: [-123 -124 -126 -127 -125]
Recon[4:9]:    [-123 -124 -126 -127 -125]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (LMS Block 1024 (5min)):
Original[4:9]: [-45 -47 -48 -48 -48]
Recon[4:9]:    [-45 -47 -48 -48 -48]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (LMS Block 1024 (5min)):
Original[4:9]: [-116 -113 -110 -110 -110]
Recon[4:9]:    [-116 -113 -110 -110 -110]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (LMS Block 1024 (5min)):
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Recon[4:9]:    [178 186 187 189 186]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (LMS Block 1024 (5min)):
Original[4:9]: [-26 -21 -21 -18 -18]
Recon[4:9]:    [-26 -21 -21 -18 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (LMS Block 1024 (5min)):
Original[4:9]: [-126 -123 -121 -119 -117]
Recon[4:9]:    [-126 -123 -121 -119 -117]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (LMS Block 1024 (5min)):
Original[4:9]: [ -8 -10 -10  -6  -2]
Recon[4:9]:    [ -8 -10 -10  -6  -2]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (LMS Block 1024 (5min)):
Original[4:9]: [-174 -172 -174 -172 -165]
Recon[4:9]:    [-174 -172 -174 -172 -165]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (LMS Block 1024 (5min)):
Original[4:9]: [-67 -64 -58 -54 -54]
Recon[4:9]:    [-67 -64 -58 -54 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (LMS Block 1024 (5min)):
Original[4:9]: [-63 -66 -64 -62 -59]
Recon[4:9]:    [-63 -66 -64 -62 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (LMS Block 1024 (5min)):
Original[4:9]: [-122 -136 -148 -154 -156]
Recon[4:9]:    [-122 -136 -148 -154 -156]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (LMS Block 1024 (5min)):
Original[4:9]: [-52 -47 -41 -38 -38]
Recon[4:9]:    [-52 -47 -41 -38 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (LMS Block 1024 (5min)):
Original[4:9]: [-29 -31 -32 -31 -31]
Recon[4:9]:    [-29 -31 -32 -31 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (LMS Block 1024 (5min)):
Original[4:9]: [-61 -65 -71 -75 -78]
Recon[4:9]:    [-61 -65 -71 -75 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (LMS Block 1024 (5min)):
Original[4:9]: [-79 -75 -74 -74 -74]
Recon[4:9]:    [-79 -75 -74 -74 -74]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (LMS Block 1024 (5min)):
Original[4:9]: [ 63  75  86 103 129]
Recon[4:9]:    [ 63  75  86 103 129]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (LMS Block 1024 (5min)):
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Recon[4:9]:    [ -78 -103 -132 -154 -167]
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L2 calculation: 0.0

DEBUG Segment 19 (LMS Block 1024 (5min)):
Original[4:9]: [-110 -108 -109 -109 -111]
Recon[4:9]:    [-110 -108 -109 -109 -111]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (LMS Block 1024 (5min)):
Original[4:9]: [-103 -104 -103 -101  -97]
Recon[4:9]:    [-103 -104 -103 -101  -97]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (LMS Block 1024 (5min)):
Original[4:9]: [-92 -88 -85 -83 -81]
Recon[4:9]:    [-92 -88 -85 -83 -81]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (LMS Block 1024 (5min)):
Original[4:9]: [-20 -20 -20 -19 -22]
Recon[4:9]:    [-20 -20 -20 -19 -22]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (LMS Block 1024 (5min)):
Original[4:9]: [-12 -15 -17 -18 -18]
Recon[4:9]:    [-12 -15 -17 -18 -18]
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L2 calculation: 0.0

DEBUG Segment 24 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-19 -16 -16 -15 -17]
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L2 calculation: 0.0

DEBUG Segment 25 (LMS Block 1024 (5min)):
Original[4:9]: [-12 -12 -12 -11 -10]
Recon[4:9]:    [-12 -12 -12 -11 -10]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (LMS Block 1024 (5min)):
Original[4:9]: [-65 -65 -66 -69 -65]
Recon[4:9]:    [-65 -65 -66 -69 -65]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (LMS Block 1024 (5min)):
Original[4:9]: [ 33  64  92 112 119]
Recon[4:9]:    [ 33  64  92 112 119]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (LMS Block 1024 (5min)):
Original[4:9]: [-52 -55 -54 -56 -59]
Recon[4:9]:    [-52 -55 -54 -56 -59]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (LMS Block 1024 (5min)):
Original[4:9]: [-65 -66 -66 -69 -66]
Recon[4:9]:    [-65 -66 -66 -69 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (LMS Block 1024 (5min)):
Original[4:9]: [-73 -74 -71 -67 -51]
Recon[4:9]:    [-73 -74 -71 -67 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (LMS Block 1024 (5min)):
Original[4:9]: [-62 -64 -62 -62 -60]
Recon[4:9]:    [-62 -64 -62 -62 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (LMS Block 1024 (5min)):
Original[4:9]: [-72 -72 -72 -75 -76]
Recon[4:9]:    [-72 -72 -72 -75 -76]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (LMS Block 1024 (5min)):
Original[4:9]: [-75 -72 -71 -73 -72]
Recon[4:9]:    [-75 -72 -71 -73 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (LMS Block 1024 (5min)):
Original[4:9]: [-64 -54 -35  -8  19]
Recon[4:9]:    [-64 -54 -35  -8  19]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (LMS Block 1024 (5min)):
Original[4:9]: [126 153 179 201 225]
Recon[4:9]:    [126 153 179 201 225]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (LMS Block 1024 (5min)):
Original[4:9]: [172 199 220 234 244]
Recon[4:9]:    [172 199 220 234 244]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (LMS Block 1024 (5min)):
Original[4:9]: [104 125 150 180 209]
Recon[4:9]:    [104 125 150 180 209]
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L2 calculation: 0.0

DEBUG Segment 38 (LMS Block 1024 (5min)):
Original[4:9]: [-54 -55 -59 -59 -59]
Recon[4:9]:    [-54 -55 -59 -59 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (LMS Block 1024 (5min)):
Original[4:9]: [ 64  83 103 126 154]
Recon[4:9]:    [ 64  83 103 126 154]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (LMS Block 1024 (5min)):
Original[4:9]: [-59 -59 -60 -49 -30]
Recon[4:9]:    [-59 -59 -60 -49 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (LMS Block 1024 (5min)):
Original[4:9]: [344 346 338 324 299]
Recon[4:9]:    [344 346 338 324 299]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (LMS Block 1024 (5min)):
Original[4:9]: [314 312 304 288 253]
Recon[4:9]:    [314 312 304 288 253]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (LMS Block 1024 (5min)):
Original[4:9]: [-179 -171 -162 -154 -148]
Recon[4:9]:    [-179 -171 -162 -154 -148]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (LMS Block 1024 (5min)):
Original[4:9]: [182 158 122  85  46]
Recon[4:9]:    [182 158 122  85  46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (LMS Block 1024 (5min)):
Original[4:9]: [-115 -112 -109 -106 -105]
Recon[4:9]:    [-115 -112 -109 -106 -105]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (LMS Block 1024 (5min)):
Original[4:9]: [-127 -125 -122 -117 -111]
Recon[4:9]:    [-127 -125 -122 -117 -111]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (LMS Block 1024 (5min)):
Original[4:9]: [-92 -86 -84 -83 -80]
Recon[4:9]:    [-92 -86 -84 -83 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (LMS Block 1024 (5min)):
Original[4:9]: [-113 -111 -107 -105 -102]
Recon[4:9]:    [-113 -111 -107 -105 -102]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (LMS Block 1024 (5min)):
Original[4:9]: [-14 -14 -17 -18 -17]
Recon[4:9]:    [-14 -14 -17 -18 -17]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (LMS Block 1024 (5min)):
Original[4:9]: [-33 -31 -32 -34 -37]
Recon[4:9]:    [-33 -31 -32 -34 -37]
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L2 calculation: 0.0

DEBUG Segment 51 (LMS Block 1024 (5min)):
Original[4:9]: [-15 -21 -23 -30 -31]
Recon[4:9]:    [-15 -21 -23 -30 -31]
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L2 calculation: 0.0

DEBUG Segment 52 (LMS Block 1024 (5min)):
Original[4:9]: [-46 -47 -47 -50 -49]
Recon[4:9]:    [-46 -47 -47 -50 -49]
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L2 calculation: 0.0

DEBUG Segment 53 (LMS Block 1024 (5min)):
Original[4:9]: [-34 -33 -33 -33 -34]
Recon[4:9]:    [-34 -33 -33 -33 -34]
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L2 calculation: 0.0

DEBUG Segment 54 (LMS Block 1024 (5min)):
Original[4:9]: [185 205 227 251 269]
Recon[4:9]:    [185 205 227 251 269]
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L2 calculation: 0.0

DEBUG Segment 55 (LMS Block 1024 (5min)):
Original[4:9]: [-148 -143 -136 -131 -128]
Recon[4:9]:    [-148 -143 -136 -131 -128]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 56 (LMS Block 1024 (5min)):
Original[4:9]: [-123 -121 -120 -120 -123]
Recon[4:9]:    [-123 -121 -120 -120 -123]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 57 (LMS Block 1024 (5min)):
Original[4:9]: [-120 -123 -121 -118 -114]
Recon[4:9]:    [-120 -123 -121 -118 -114]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 58 (LMS Block 1024 (5min)):
Original[4:9]: [-59 -54 -52 -52 -49]
Recon[4:9]:    [-59 -54 -52 -52 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 59 (LMS Block 1024 (5min)):
Original[4:9]: [-83 -81 -74 -71 -68]
Recon[4:9]:    [-83 -81 -74 -71 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 60 (LMS Block 1024 (5min)):
Original[4:9]: [-26 -26 -23 -22 -17]
Recon[4:9]:    [-26 -26 -23 -22 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 61 (LMS Block 1024 (5min)):
Original[4:9]: [-78 -72 -70 -65 -65]
Recon[4:9]:    [-78 -72 -70 -65 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 62 (LMS Block 1024 (5min)):
Original[4:9]: [-2 -2 -1 -1 -2]
Recon[4:9]:    [-2 -2 -1 -1 -2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 63 (LMS Block 1024 (5min)):
Original[4:9]: [4 2 0 0 1]
Recon[4:9]:    [4 2 0 0 1]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 64 (LMS Block 1024 (5min)):
Original[4:9]: [-52 -49 -50 -52 -57]
Recon[4:9]:    [-52 -49 -50 -52 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 65 (LMS Block 1024 (5min)):
Original[4:9]: [-48 -49 -47 -45 -46]
Recon[4:9]:    [-48 -49 -47 -45 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 66 (LMS Block 1024 (5min)):
Original[4:9]: [-57 -58 -61 -58 -43]
Recon[4:9]:    [-57 -58 -61 -58 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 67 (LMS Block 1024 (5min)):
Original[4:9]: [-55 -52 -53 -52 -54]
Recon[4:9]:    [-55 -52 -53 -52 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 68 (LMS Block 1024 (5min)):
Original[4:9]: [ 78  56  34   2 -33]
Recon[4:9]:    [ 78  56  34   2 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 69 (LMS Block 1024 (5min)):
Original[4:9]: [273 278 276 271 261]
Recon[4:9]:    [273 278 276 271 261]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 70 (LMS Block 1024 (5min)):
Original[4:9]: [-127 -123 -118 -115 -112]
Recon[4:9]:    [-127 -123 -118 -115 -112]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 71 (LMS Block 1024 (5min)):
Original[4:9]: [-165 -159 -149 -143 -137]
Recon[4:9]:    [-165 -159 -149 -143 -137]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 72 (LMS Block 1024 (5min)):
Original[4:9]: [-121 -120 -125 -126 -125]
Recon[4:9]:    [-121 -120 -125 -126 -125]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 73 (LMS Block 1024 (5min)):
Original[4:9]: [-108 -109 -107 -109 -108]
Recon[4:9]:    [-108 -109 -107 -109 -108]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 74 (LMS Block 1024 (5min)):
Original[4:9]: [-124 -126 -127 -124 -123]
Recon[4:9]:    [-124 -126 -127 -124 -123]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 75 (LMS Block 1024 (5min)):
Original[4:9]: [-120 -120 -119 -120 -118]
Recon[4:9]:    [-120 -120 -119 -120 -118]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 76 (LMS Block 1024 (5min)):
Original[4:9]: [-123 -118 -114 -114 -113]
Recon[4:9]:    [-123 -118 -114 -114 -113]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 77 (LMS Block 1024 (5min)):
Original[4:9]: [-94 -95 -92 -85 -84]
Recon[4:9]:    [-94 -95 -92 -85 -84]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 78 (LMS Block 1024 (5min)):
Original[4:9]: [-110 -108 -110 -110 -111]
Recon[4:9]:    [-110 -108 -110 -110 -111]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 79 (LMS Block 1024 (5min)):
Original[4:9]: [-43 -38 -35 -29 -28]
Recon[4:9]:    [-43 -38 -35 -29 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 80 (LMS Block 1024 (5min)):
Original[4:9]: [-79 -80 -75 -71 -68]
Recon[4:9]:    [-79 -80 -75 -71 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 81 (LMS Block 1024 (5min)):
Original[4:9]: [ -8 -10 -10 -12 -16]
Recon[4:9]:    [ -8 -10 -10 -12 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 82 (LMS Block 1024 (5min)):
Original[4:9]: [-22 -19 -14 -10  -8]
Recon[4:9]:    [-22 -19 -14 -10  -8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 83 (LMS Block 1024 (5min)):
Original[4:9]: [-40 -42 -40 -36 -31]
Recon[4:9]:    [-40 -42 -40 -36 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 84 (LMS Block 1024 (5min)):
Original[4:9]: [-16 -16 -17 -19 -19]
Recon[4:9]:    [-16 -16 -17 -19 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 85 (LMS Block 1024 (5min)):
Original[4:9]: [-64 -62 -62 -58 -60]
Recon[4:9]:    [-64 -62 -62 -58 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 86 (LMS Block 1024 (5min)):
Original[4:9]: [-23  -2  21  43  63]
Recon[4:9]:    [-23  -2  21  43  63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 87 (LMS Block 1024 (5min)):
Original[4:9]: [-97 -94 -91 -93 -93]
Recon[4:9]:    [-97 -94 -91 -93 -93]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 88 (LMS Block 1024 (5min)):
Original[4:9]: [-3 -2 -1  2  2]
Recon[4:9]:    [-3 -2 -1  2  2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 89 (LMS Block 1024 (5min)):
Original[4:9]: [-52 -52 -53 -53 -51]
Recon[4:9]:    [-52 -52 -53 -53 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 90 (LMS Block 1024 (5min)):
Original[4:9]: [115 134 153 172 193]
Recon[4:9]:    [115 134 153 172 193]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 91 (LMS Block 1024 (5min)):
Original[4:9]: [-136 -133 -127 -124 -119]
Recon[4:9]:    [-136 -133 -127 -124 -119]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 92 (LMS Block 1024 (5min)):
Original[4:9]: [-180 -179 -180 -178 -175]
Recon[4:9]:    [-180 -179 -180 -178 -175]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 93 (LMS Block 1024 (5min)):
Original[4:9]: [-124 -147 -170 -185 -194]
Recon[4:9]:    [-124 -147 -170 -185 -194]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 94 (LMS Block 1024 (5min)):
Original[4:9]: [-18   9  41  66  85]
Recon[4:9]:    [-18   9  41  66  85]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 95 (LMS Block 1024 (5min)):
Original[4:9]: [-63 -63 -65 -67 -66]
Recon[4:9]:    [-63 -63 -65 -67 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 96 (LMS Block 1024 (5min)):
Original[4:9]: [-63 -59 -58 -60 -61]
Recon[4:9]:    [-63 -59 -58 -60 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 97 (LMS Block 1024 (5min)):
Original[4:9]: [-35 -43 -44 -46 -49]
Recon[4:9]:    [-35 -43 -44 -46 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 98 (LMS Block 1024 (5min)):
Original[4:9]: [-12 -18 -23 -30 -34]
Recon[4:9]:    [-12 -18 -23 -30 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 99 (LMS Block 1024 (5min)):
Original[4:9]: [-30 -29 -29 -27 -27]
Recon[4:9]:    [-30 -29 -29 -27 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 100 (LMS Block 1024 (5min)):
Original[4:9]: [-21 -24 -20 -19 -17]
Recon[4:9]:    [-21 -24 -20 -19 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 101 (LMS Block 1024 (5min)):
Original[4:9]: [-26 -26 -28 -30 -29]
Recon[4:9]:    [-26 -26 -28 -30 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 102 (LMS Block 1024 (5min)):
Original[4:9]: [-22 -21 -18 -20 -26]
Recon[4:9]:    [-22 -21 -18 -20 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 103 (LMS Block 1024 (5min)):
Original[4:9]: [-14 -16 -17 -16 -13]
Recon[4:9]:    [-14 -16 -17 -16 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 104 (LMS Block 1024 (5min)):
Original[4:9]: [-19 -16 -15 -15 -15]
Recon[4:9]:    [-19 -16 -15 -15 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 105 (LMS Block 1024 (5min)):
Original[4:9]: [-17 -15 -15 -17 -20]
Recon[4:9]:    [-17 -15 -15 -17 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- LMS Block 1024 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added LMS results for Block 1024: CR Rice=1.833, CR Huff=1.998, mean L2=21.60200
Best params for NLMS Block 1024 (10s): {'order': 4, 'mu': 0.01} (avg l2-norm=0.00000)

DEBUG Segment 0 (NLMS Block 1024 (5min)):
Original[4:9]: [35 35 35 35 35]
Recon[4:9]:    [35 35 35 35 35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (NLMS Block 1024 (5min)):
Original[4:9]: [-169 -166 -156 -135 -116]
Recon[4:9]:    [-169 -166 -156 -135 -116]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (NLMS Block 1024 (5min)):
Original[4:9]: [-123 -124 -126 -127 -125]
Recon[4:9]:    [-123 -124 -126 -127 -125]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (NLMS Block 1024 (5min)):
Original[4:9]: [-45 -47 -48 -48 -48]
Recon[4:9]:    [-45 -47 -48 -48 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (NLMS Block 1024 (5min)):
Original[4:9]: [-116 -113 -110 -110 -110]
Recon[4:9]:    [-116 -113 -110 -110 -110]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (NLMS Block 1024 (5min)):
Original[4:9]: [178 186 187 189 186]
Recon[4:9]:    [178 186 187 189 186]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (NLMS Block 1024 (5min)):
Original[4:9]: [-26 -21 -21 -18 -18]
Recon[4:9]:    [-26 -21 -21 -18 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (NLMS Block 1024 (5min)):
Original[4:9]: [-126 -123 -121 -119 -117]
Recon[4:9]:    [-126 -123 -121 -119 -117]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (NLMS Block 1024 (5min)):
Original[4:9]: [ -8 -10 -10  -6  -2]
Recon[4:9]:    [ -8 -10 -10  -6  -2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (NLMS Block 1024 (5min)):
Original[4:9]: [-174 -172 -174 -172 -165]
Recon[4:9]:    [-174 -172 -174 -172 -165]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (NLMS Block 1024 (5min)):
Original[4:9]: [-67 -64 -58 -54 -54]
Recon[4:9]:    [-67 -64 -58 -54 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (NLMS Block 1024 (5min)):
Original[4:9]: [-63 -66 -64 -62 -59]
Recon[4:9]:    [-63 -66 -64 -62 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (NLMS Block 1024 (5min)):
Original[4:9]: [-122 -136 -148 -154 -156]
Recon[4:9]:    [-122 -136 -148 -154 -156]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (NLMS Block 1024 (5min)):
Original[4:9]: [-52 -47 -41 -38 -38]
Recon[4:9]:    [-52 -47 -41 -38 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (NLMS Block 1024 (5min)):
Original[4:9]: [-29 -31 -32 -31 -31]
Recon[4:9]:    [-29 -31 -32 -31 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (NLMS Block 1024 (5min)):
Original[4:9]: [-61 -65 -71 -75 -78]
Recon[4:9]:    [-61 -65 -71 -75 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (NLMS Block 1024 (5min)):
Original[4:9]: [-79 -75 -74 -74 -74]
Recon[4:9]:    [-79 -75 -74 -74 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (NLMS Block 1024 (5min)):
Original[4:9]: [ 63  75  86 103 129]
Recon[4:9]:    [ 63  75  86 103 129]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (NLMS Block 1024 (5min)):
Original[4:9]: [ -78 -103 -132 -154 -167]
Recon[4:9]:    [ -78 -103 -132 -154 -167]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (NLMS Block 1024 (5min)):
Original[4:9]: [-110 -108 -109 -109 -111]
Recon[4:9]:    [-110 -108 -109 -109 -111]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (NLMS Block 1024 (5min)):
Original[4:9]: [-103 -104 -103 -101  -97]
Recon[4:9]:    [-103 -104 -103 -101  -97]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (NLMS Block 1024 (5min)):
Original[4:9]: [-92 -88 -85 -83 -81]
Recon[4:9]:    [-92 -88 -85 -83 -81]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (NLMS Block 1024 (5min)):
Original[4:9]: [-20 -20 -20 -19 -22]
Recon[4:9]:    [-20 -20 -20 -19 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (NLMS Block 1024 (5min)):
Original[4:9]: [-12 -15 -17 -18 -18]
Recon[4:9]:    [-12 -15 -17 -18 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (NLMS Block 1024 (5min)):
Original[4:9]: [-19 -16 -16 -15 -17]
Recon[4:9]:    [-19 -16 -16 -15 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (NLMS Block 1024 (5min)):
Original[4:9]: [-12 -12 -12 -11 -10]
Recon[4:9]:    [-12 -12 -12 -11 -10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (NLMS Block 1024 (5min)):
Original[4:9]: [-65 -65 -66 -69 -65]
Recon[4:9]:    [-65 -65 -66 -69 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (NLMS Block 1024 (5min)):
Original[4:9]: [ 33  64  92 112 119]
Recon[4:9]:    [ 33  64  92 112 119]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (NLMS Block 1024 (5min)):
Original[4:9]: [-52 -55 -54 -56 -59]
Recon[4:9]:    [-52 -55 -54 -56 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (NLMS Block 1024 (5min)):
Original[4:9]: [-65 -66 -66 -69 -66]
Recon[4:9]:    [-65 -66 -66 -69 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (NLMS Block 1024 (5min)):
Original[4:9]: [-73 -74 -71 -67 -51]
Recon[4:9]:    [-73 -74 -71 -67 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (NLMS Block 1024 (5min)):
Original[4:9]: [-62 -64 -62 -62 -60]
Recon[4:9]:    [-62 -64 -62 -62 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (NLMS Block 1024 (5min)):
Original[4:9]: [-72 -72 -72 -75 -76]
Recon[4:9]:    [-72 -72 -72 -75 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (NLMS Block 1024 (5min)):
Original[4:9]: [-75 -72 -71 -73 -72]
Recon[4:9]:    [-75 -72 -71 -73 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (NLMS Block 1024 (5min)):
Original[4:9]: [-64 -54 -35  -8  19]
Recon[4:9]:    [-64 -54 -35  -8  19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (NLMS Block 1024 (5min)):
Original[4:9]: [126 153 179 201 225]
Recon[4:9]:    [126 153 179 201 225]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (NLMS Block 1024 (5min)):
Original[4:9]: [172 199 220 234 244]
Recon[4:9]:    [172 199 220 234 244]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (NLMS Block 1024 (5min)):
Original[4:9]: [104 125 150 180 209]
Recon[4:9]:    [104 125 150 180 209]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (NLMS Block 1024 (5min)):
Original[4:9]: [-54 -55 -59 -59 -59]
Recon[4:9]:    [-54 -55 -59 -59 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (NLMS Block 1024 (5min)):
Original[4:9]: [ 64  83 103 126 154]
Recon[4:9]:    [ 64  83 103 126 154]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (NLMS Block 1024 (5min)):
Original[4:9]: [-59 -59 -60 -49 -30]
Recon[4:9]:    [-59 -59 -60 -49 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (NLMS Block 1024 (5min)):
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Recon[4:9]:    [344 346 338 324 299]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (NLMS Block 1024 (5min)):
Original[4:9]: [314 312 304 288 253]
Recon[4:9]:    [314 312 304 288 253]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (NLMS Block 1024 (5min)):
Original[4:9]: [-179 -171 -162 -154 -148]
Recon[4:9]:    [-179 -171 -162 -154 -148]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (NLMS Block 1024 (5min)):
Original[4:9]: [182 158 122  85  46]
Recon[4:9]:    [182 158 122  85  46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (NLMS Block 1024 (5min)):
Original[4:9]: [-115 -112 -109 -106 -105]
Recon[4:9]:    [-115 -112 -109 -106 -105]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (NLMS Block 1024 (5min)):
Original[4:9]: [-127 -125 -122 -117 -111]
Recon[4:9]:    [-127 -125 -122 -117 -111]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (NLMS Block 1024 (5min)):
Original[4:9]: [-92 -86 -84 -83 -80]
Recon[4:9]:    [-92 -86 -84 -83 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (NLMS Block 1024 (5min)):
Original[4:9]: [-113 -111 -107 -105 -102]
Recon[4:9]:    [-113 -111 -107 -105 -102]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (NLMS Block 1024 (5min)):
Original[4:9]: [-14 -14 -17 -18 -17]
Recon[4:9]:    [-14 -14 -17 -18 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (NLMS Block 1024 (5min)):
Original[4:9]: [-33 -31 -32 -34 -37]
Recon[4:9]:    [-33 -31 -32 -34 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (NLMS Block 1024 (5min)):
Original[4:9]: [-15 -21 -23 -30 -31]
Recon[4:9]:    [-15 -21 -23 -30 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (NLMS Block 1024 (5min)):
Original[4:9]: [-46 -47 -47 -50 -49]
Recon[4:9]:    [-46 -47 -47 -50 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 53 (NLMS Block 1024 (5min)):
Original[4:9]: [-34 -33 -33 -33 -34]
Recon[4:9]:    [-34 -33 -33 -33 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 54 (NLMS Block 1024 (5min)):
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Recon[4:9]:    [185 205 227 251 269]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 55 (NLMS Block 1024 (5min)):
Original[4:9]: [-148 -143 -136 -131 -128]
Recon[4:9]:    [-148 -143 -136 -131 -128]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 56 (NLMS Block 1024 (5min)):
Original[4:9]: [-123 -121 -120 -120 -123]
Recon[4:9]:    [-123 -121 -120 -120 -123]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 57 (NLMS Block 1024 (5min)):
Original[4:9]: [-120 -123 -121 -118 -114]
Recon[4:9]:    [-120 -123 -121 -118 -114]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 58 (NLMS Block 1024 (5min)):
Original[4:9]: [-59 -54 -52 -52 -49]
Recon[4:9]:    [-59 -54 -52 -52 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 59 (NLMS Block 1024 (5min)):
Original[4:9]: [-83 -81 -74 -71 -68]
Recon[4:9]:    [-83 -81 -74 -71 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 60 (NLMS Block 1024 (5min)):
Original[4:9]: [-26 -26 -23 -22 -17]
Recon[4:9]:    [-26 -26 -23 -22 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 61 (NLMS Block 1024 (5min)):
Original[4:9]: [-78 -72 -70 -65 -65]
Recon[4:9]:    [-78 -72 -70 -65 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 62 (NLMS Block 1024 (5min)):
Original[4:9]: [-2 -2 -1 -1 -2]
Recon[4:9]:    [-2 -2 -1 -1 -2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 63 (NLMS Block 1024 (5min)):
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Recon[4:9]:    [4 2 0 0 1]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 64 (NLMS Block 1024 (5min)):
Original[4:9]: [-52 -49 -50 -52 -57]
Recon[4:9]:    [-52 -49 -50 -52 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 65 (NLMS Block 1024 (5min)):
Original[4:9]: [-48 -49 -47 -45 -46]
Recon[4:9]:    [-48 -49 -47 -45 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 66 (NLMS Block 1024 (5min)):
Original[4:9]: [-57 -58 -61 -58 -43]
Recon[4:9]:    [-57 -58 -61 -58 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 67 (NLMS Block 1024 (5min)):
Original[4:9]: [-55 -52 -53 -52 -54]
Recon[4:9]:    [-55 -52 -53 -52 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 68 (NLMS Block 1024 (5min)):
Original[4:9]: [ 78  56  34   2 -33]
Recon[4:9]:    [ 78  56  34   2 -33]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 69 (NLMS Block 1024 (5min)):
Original[4:9]: [273 278 276 271 261]
Recon[4:9]:    [273 278 276 271 261]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 70 (NLMS Block 1024 (5min)):
Original[4:9]: [-127 -123 -118 -115 -112]
Recon[4:9]:    [-127 -123 -118 -115 -112]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 71 (NLMS Block 1024 (5min)):
Original[4:9]: [-165 -159 -149 -143 -137]
Recon[4:9]:    [-165 -159 -149 -143 -137]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 72 (NLMS Block 1024 (5min)):
Original[4:9]: [-121 -120 -125 -126 -125]
Recon[4:9]:    [-121 -120 -125 -126 -125]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 73 (NLMS Block 1024 (5min)):
Original[4:9]: [-108 -109 -107 -109 -108]
Recon[4:9]:    [-108 -109 -107 -109 -108]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 74 (NLMS Block 1024 (5min)):
Original[4:9]: [-124 -126 -127 -124 -123]
Recon[4:9]:    [-124 -126 -127 -124 -123]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 75 (NLMS Block 1024 (5min)):
Original[4:9]: [-120 -120 -119 -120 -118]
Recon[4:9]:    [-120 -120 -119 -120 -118]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 76 (NLMS Block 1024 (5min)):
Original[4:9]: [-123 -118 -114 -114 -113]
Recon[4:9]:    [-123 -118 -114 -114 -113]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 77 (NLMS Block 1024 (5min)):
Original[4:9]: [-94 -95 -92 -85 -84]
Recon[4:9]:    [-94 -95 -92 -85 -84]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 78 (NLMS Block 1024 (5min)):
Original[4:9]: [-110 -108 -110 -110 -111]
Recon[4:9]:    [-110 -108 -110 -110 -111]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 79 (NLMS Block 1024 (5min)):
Original[4:9]: [-43 -38 -35 -29 -28]
Recon[4:9]:    [-43 -38 -35 -29 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 80 (NLMS Block 1024 (5min)):
Original[4:9]: [-79 -80 -75 -71 -68]
Recon[4:9]:    [-79 -80 -75 -71 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 81 (NLMS Block 1024 (5min)):
Original[4:9]: [ -8 -10 -10 -12 -16]
Recon[4:9]:    [ -8 -10 -10 -12 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 82 (NLMS Block 1024 (5min)):
Original[4:9]: [-22 -19 -14 -10  -8]
Recon[4:9]:    [-22 -19 -14 -10  -8]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 83 (NLMS Block 1024 (5min)):
Original[4:9]: [-40 -42 -40 -36 -31]
Recon[4:9]:    [-40 -42 -40 -36 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 84 (NLMS Block 1024 (5min)):
Original[4:9]: [-16 -16 -17 -19 -19]
Recon[4:9]:    [-16 -16 -17 -19 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 85 (NLMS Block 1024 (5min)):
Original[4:9]: [-64 -62 -62 -58 -60]
Recon[4:9]:    [-64 -62 -62 -58 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 86 (NLMS Block 1024 (5min)):
Original[4:9]: [-23  -2  21  43  63]
Recon[4:9]:    [-23  -2  21  43  63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 87 (NLMS Block 1024 (5min)):
Original[4:9]: [-97 -94 -91 -93 -93]
Recon[4:9]:    [-97 -94 -91 -93 -93]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 88 (NLMS Block 1024 (5min)):
Original[4:9]: [-3 -2 -1  2  2]
Recon[4:9]:    [-3 -2 -1  2  2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 89 (NLMS Block 1024 (5min)):
Original[4:9]: [-52 -52 -53 -53 -51]
Recon[4:9]:    [-52 -52 -53 -53 -51]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 90 (NLMS Block 1024 (5min)):
Original[4:9]: [115 134 153 172 193]
Recon[4:9]:    [115 134 153 172 193]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 91 (NLMS Block 1024 (5min)):
Original[4:9]: [-136 -133 -127 -124 -119]
Recon[4:9]:    [-136 -133 -127 -124 -119]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 92 (NLMS Block 1024 (5min)):
Original[4:9]: [-180 -179 -180 -178 -175]
Recon[4:9]:    [-180 -179 -180 -178 -175]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 93 (NLMS Block 1024 (5min)):
Original[4:9]: [-124 -147 -170 -185 -194]
Recon[4:9]:    [-124 -147 -170 -185 -194]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 94 (NLMS Block 1024 (5min)):
Original[4:9]: [-18   9  41  66  85]
Recon[4:9]:    [-18   9  41  66  85]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 95 (NLMS Block 1024 (5min)):
Original[4:9]: [-63 -63 -65 -67 -66]
Recon[4:9]:    [-63 -63 -65 -67 -66]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 96 (NLMS Block 1024 (5min)):
Original[4:9]: [-63 -59 -58 -60 -61]
Recon[4:9]:    [-63 -59 -58 -60 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 97 (NLMS Block 1024 (5min)):
Original[4:9]: [-35 -43 -44 -46 -49]
Recon[4:9]:    [-35 -43 -44 -46 -49]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 98 (NLMS Block 1024 (5min)):
Original[4:9]: [-12 -18 -23 -30 -34]
Recon[4:9]:    [-12 -18 -23 -30 -34]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 99 (NLMS Block 1024 (5min)):
Original[4:9]: [-30 -29 -29 -27 -27]
Recon[4:9]:    [-30 -29 -29 -27 -27]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 100 (NLMS Block 1024 (5min)):
Original[4:9]: [-21 -24 -20 -19 -17]
Recon[4:9]:    [-21 -24 -20 -19 -17]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 101 (NLMS Block 1024 (5min)):
Original[4:9]: [-26 -26 -28 -30 -29]
Recon[4:9]:    [-26 -26 -28 -30 -29]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 102 (NLMS Block 1024 (5min)):
Original[4:9]: [-22 -21 -18 -20 -26]
Recon[4:9]:    [-22 -21 -18 -20 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 103 (NLMS Block 1024 (5min)):
Original[4:9]: [-14 -16 -17 -16 -13]
Recon[4:9]:    [-14 -16 -17 -16 -13]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 104 (NLMS Block 1024 (5min)):
Original[4:9]: [-19 -16 -15 -15 -15]
Recon[4:9]:    [-19 -16 -15 -15 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 105 (NLMS Block 1024 (5min)):
Original[4:9]: [-17 -15 -15 -17 -20]
Recon[4:9]:    [-17 -15 -15 -17 -20]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- NLMS Block 1024 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added NLMS results for Block 1024: CR Rice=1.698, CR Huff=1.841, mean L2=28.86320
Best params for GASS Block 1024 (10s): {'order': 4, 'mu': 1e-07, 'rho': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (GASS Block 1024 (5min)):
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Recon[4:9]:    [35 35 35 35 35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (GASS Block 1024 (5min)):
Original[4:9]: [-169 -166 -156 -135 -116]
Recon[4:9]:    [-169 -166 -156 -135 -116]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (GASS Block 1024 (5min)):
Original[4:9]: [-123 -124 -126 -127 -125]
Recon[4:9]:    [-123 -124 -126 -127 -125]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (GASS Block 1024 (5min)):
Original[4:9]: [-45 -47 -48 -48 -48]
Recon[4:9]:    [-45 -47 -48 -48 -48]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (GASS Block 1024 (5min)):
Original[4:9]: [-116 -113 -110 -110 -110]
Recon[4:9]:    [-116 -113 -110 -110 -110]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (GASS Block 1024 (5min)):
Original[4:9]: [178 186 187 189 186]
Recon[4:9]:    [178 186 187 189 186]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (GASS Block 1024 (5min)):
Original[4:9]: [-26 -21 -21 -18 -18]
Recon[4:9]:    [-26 -21 -21 -18 -18]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (GASS Block 1024 (5min)):
Original[4:9]: [-126 -123 -121 -119 -117]
Recon[4:9]:    [-126 -123 -121 -119 -117]
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L2 calculation: 0.0

DEBUG Segment 8 (GASS Block 1024 (5min)):
Original[4:9]: [ -8 -10 -10  -6  -2]
Recon[4:9]:    [ -8 -10 -10  -6  -2]
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L2 calculation: 0.0

DEBUG Segment 9 (GASS Block 1024 (5min)):
Original[4:9]: [-174 -172 -174 -172 -165]
Recon[4:9]:    [-174 -172 -174 -172 -165]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (GASS Block 1024 (5min)):
Original[4:9]: [-67 -64 -58 -54 -54]
Recon[4:9]:    [-67 -64 -58 -54 -54]
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L2 calculation: 0.0

DEBUG Segment 11 (GASS Block 1024 (5min)):
Original[4:9]: [-63 -66 -64 -62 -59]
Recon[4:9]:    [-63 -66 -64 -62 -59]
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L2 calculation: 0.0

DEBUG Segment 12 (GASS Block 1024 (5min)):
Original[4:9]: [-122 -136 -148 -154 -156]
Recon[4:9]:    [-122 -136 -148 -154 -156]
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L2 calculation: 0.0

DEBUG Segment 13 (GASS Block 1024 (5min)):
Original[4:9]: [-52 -47 -41 -38 -38]
Recon[4:9]:    [-52 -47 -41 -38 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (GASS Block 1024 (5min)):
Original[4:9]: [-29 -31 -32 -31 -31]
Recon[4:9]:    [-29 -31 -32 -31 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (GASS Block 1024 (5min)):
Original[4:9]: [-61 -65 -71 -75 -78]
Recon[4:9]:    [-61 -65 -71 -75 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (GASS Block 1024 (5min)):
Original[4:9]: [-79 -75 -74 -74 -74]
Recon[4:9]:    [-79 -75 -74 -74 -74]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (GASS Block 1024 (5min)):
Original[4:9]: [ 63  75  86 103 129]
Recon[4:9]:    [ 63  75  86 103 129]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (GASS Block 1024 (5min)):
Original[4:9]: [ -78 -103 -132 -154 -167]
Recon[4:9]:    [ -78 -103 -132 -154 -167]
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L2 calculation: 0.0

DEBUG Segment 19 (GASS Block 1024 (5min)):
Original[4:9]: [-110 -108 -109 -109 -111]
Recon[4:9]:    [-110 -108 -109 -109 -111]
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DEBUG Segment 20 (GASS Block 1024 (5min)):
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DEBUG Segment 21 (GASS Block 1024 (5min)):
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DEBUG Segment 22 (GASS Block 1024 (5min)):
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DEBUG Segment 23 (GASS Block 1024 (5min)):
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DEBUG Segment 24 (GASS Block 1024 (5min)):
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DEBUG Segment 25 (GASS Block 1024 (5min)):
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DEBUG Segment 26 (GASS Block 1024 (5min)):
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DEBUG Segment 27 (GASS Block 1024 (5min)):
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DEBUG Segment 28 (GASS Block 1024 (5min)):
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DEBUG Segment 29 (GASS Block 1024 (5min)):
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DEBUG Segment 30 (GASS Block 1024 (5min)):
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DEBUG Segment 31 (GASS Block 1024 (5min)):
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DEBUG Segment 32 (GASS Block 1024 (5min)):
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DEBUG Segment 33 (GASS Block 1024 (5min)):
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DEBUG Segment 34 (GASS Block 1024 (5min)):
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DEBUG Segment 35 (GASS Block 1024 (5min)):
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DEBUG Segment 36 (GASS Block 1024 (5min)):
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DEBUG Segment 37 (GASS Block 1024 (5min)):
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DEBUG Segment 38 (GASS Block 1024 (5min)):
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DEBUG Segment 39 (GASS Block 1024 (5min)):
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DEBUG Segment 40 (GASS Block 1024 (5min)):
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DEBUG Segment 41 (GASS Block 1024 (5min)):
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DEBUG Segment 42 (GASS Block 1024 (5min)):
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DEBUG Segment 43 (GASS Block 1024 (5min)):
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DEBUG Segment 44 (GASS Block 1024 (5min)):
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DEBUG Segment 45 (GASS Block 1024 (5min)):
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DEBUG Segment 46 (GASS Block 1024 (5min)):
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DEBUG Segment 47 (GASS Block 1024 (5min)):
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DEBUG Segment 48 (GASS Block 1024 (5min)):
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DEBUG Segment 49 (GASS Block 1024 (5min)):
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DEBUG Segment 50 (GASS Block 1024 (5min)):
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DEBUG Segment 51 (GASS Block 1024 (5min)):
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DEBUG Segment 52 (GASS Block 1024 (5min)):
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DEBUG Segment 53 (GASS Block 1024 (5min)):
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DEBUG Segment 54 (GASS Block 1024 (5min)):
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DEBUG Segment 55 (GASS Block 1024 (5min)):
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DEBUG Segment 56 (GASS Block 1024 (5min)):
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DEBUG Segment 57 (GASS Block 1024 (5min)):
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DEBUG Segment 58 (GASS Block 1024 (5min)):
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DEBUG Segment 59 (GASS Block 1024 (5min)):
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DEBUG Segment 60 (GASS Block 1024 (5min)):
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DEBUG Segment 61 (GASS Block 1024 (5min)):
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DEBUG Segment 62 (GASS Block 1024 (5min)):
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DEBUG Segment 63 (GASS Block 1024 (5min)):
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DEBUG Segment 64 (GASS Block 1024 (5min)):
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DEBUG Segment 65 (GASS Block 1024 (5min)):
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DEBUG Segment 66 (GASS Block 1024 (5min)):
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DEBUG Segment 67 (GASS Block 1024 (5min)):
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DEBUG Segment 68 (GASS Block 1024 (5min)):
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DEBUG Segment 69 (GASS Block 1024 (5min)):
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DEBUG Segment 70 (GASS Block 1024 (5min)):
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DEBUG Segment 71 (GASS Block 1024 (5min)):
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DEBUG Segment 72 (GASS Block 1024 (5min)):
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DEBUG Segment 73 (GASS Block 1024 (5min)):
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DEBUG Segment 74 (GASS Block 1024 (5min)):
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DEBUG Segment 75 (GASS Block 1024 (5min)):
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DEBUG Segment 76 (GASS Block 1024 (5min)):
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DEBUG Segment 77 (GASS Block 1024 (5min)):
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DEBUG Segment 78 (GASS Block 1024 (5min)):
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DEBUG Segment 79 (GASS Block 1024 (5min)):
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DEBUG Segment 80 (GASS Block 1024 (5min)):
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DEBUG Segment 81 (GASS Block 1024 (5min)):
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DEBUG Segment 82 (GASS Block 1024 (5min)):
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DEBUG Segment 83 (GASS Block 1024 (5min)):
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DEBUG Segment 84 (GASS Block 1024 (5min)):
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DEBUG Segment 85 (GASS Block 1024 (5min)):
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DEBUG Segment 86 (GASS Block 1024 (5min)):
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DEBUG Segment 87 (GASS Block 1024 (5min)):
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DEBUG Segment 88 (GASS Block 1024 (5min)):
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DEBUG Segment 89 (GASS Block 1024 (5min)):
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DEBUG Segment 90 (GASS Block 1024 (5min)):
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DEBUG Segment 91 (GASS Block 1024 (5min)):
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DEBUG Segment 92 (GASS Block 1024 (5min)):
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DEBUG Segment 93 (GASS Block 1024 (5min)):
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DEBUG Segment 94 (GASS Block 1024 (5min)):
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DEBUG Segment 95 (GASS Block 1024 (5min)):
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DEBUG Segment 96 (GASS Block 1024 (5min)):
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DEBUG Segment 97 (GASS Block 1024 (5min)):
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DEBUG Segment 98 (GASS Block 1024 (5min)):
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DEBUG Segment 99 (GASS Block 1024 (5min)):
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DEBUG Segment 100 (GASS Block 1024 (5min)):
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DEBUG Segment 101 (GASS Block 1024 (5min)):
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DEBUG Segment 102 (GASS Block 1024 (5min)):
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DEBUG Segment 103 (GASS Block 1024 (5min)):
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DEBUG Segment 104 (GASS Block 1024 (5min)):
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DEBUG Segment 105 (GASS Block 1024 (5min)):
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---- GASS Block 1024 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added GASS results for Block 1024: CR Rice=2.288, CR Huff=2.378, mean L2=10.79473
Best params for LMS Block 2048 (10s): {'order': 4, 'mu': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (LMS Block 2048 (5min)):
Original[4:9]: [35 35 35 35 35]
Recon[4:9]:    [35 35 35 35 35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (LMS Block 2048 (5min)):
Original[4:9]: [-123 -124 -126 -127 -125]
Recon[4:9]:    [-123 -124 -126 -127 -125]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (LMS Block 2048 (5min)):
Original[4:9]: [-116 -113 -110 -110 -110]
Recon[4:9]:    [-116 -113 -110 -110 -110]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (LMS Block 2048 (5min)):
Original[4:9]: [-26 -21 -21 -18 -18]
Recon[4:9]:    [-26 -21 -21 -18 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (LMS Block 2048 (5min)):
Original[4:9]: [ -8 -10 -10  -6  -2]
Recon[4:9]:    [ -8 -10 -10  -6  -2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (LMS Block 2048 (5min)):
Original[4:9]: [-67 -64 -58 -54 -54]
Recon[4:9]:    [-67 -64 -58 -54 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (LMS Block 2048 (5min)):
Original[4:9]: [-122 -136 -148 -154 -156]
Recon[4:9]:    [-122 -136 -148 -154 -156]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (LMS Block 2048 (5min)):
Original[4:9]: [-29 -31 -32 -31 -31]
Recon[4:9]:    [-29 -31 -32 -31 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (LMS Block 2048 (5min)):
Original[4:9]: [-79 -75 -74 -74 -74]
Recon[4:9]:    [-79 -75 -74 -74 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (LMS Block 2048 (5min)):
Original[4:9]: [ -78 -103 -132 -154 -167]
Recon[4:9]:    [ -78 -103 -132 -154 -167]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (LMS Block 2048 (5min)):
Original[4:9]: [-103 -104 -103 -101  -97]
Recon[4:9]:    [-103 -104 -103 -101  -97]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (LMS Block 2048 (5min)):
Original[4:9]: [-20 -20 -20 -19 -22]
Recon[4:9]:    [-20 -20 -20 -19 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (LMS Block 2048 (5min)):
Original[4:9]: [-19 -16 -16 -15 -17]
Recon[4:9]:    [-19 -16 -16 -15 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (LMS Block 2048 (5min)):
Original[4:9]: [-65 -65 -66 -69 -65]
Recon[4:9]:    [-65 -65 -66 -69 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (LMS Block 2048 (5min)):
Original[4:9]: [-52 -55 -54 -56 -59]
Recon[4:9]:    [-52 -55 -54 -56 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (LMS Block 2048 (5min)):
Original[4:9]: [-73 -74 -71 -67 -51]
Recon[4:9]:    [-73 -74 -71 -67 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (LMS Block 2048 (5min)):
Original[4:9]: [-72 -72 -72 -75 -76]
Recon[4:9]:    [-72 -72 -72 -75 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (LMS Block 2048 (5min)):
Original[4:9]: [-64 -54 -35  -8  19]
Recon[4:9]:    [-64 -54 -35  -8  19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (LMS Block 2048 (5min)):
Original[4:9]: [172 199 220 234 244]
Recon[4:9]:    [172 199 220 234 244]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (LMS Block 2048 (5min)):
Original[4:9]: [-54 -55 -59 -59 -59]
Recon[4:9]:    [-54 -55 -59 -59 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (LMS Block 2048 (5min)):
Original[4:9]: [-59 -59 -60 -49 -30]
Recon[4:9]:    [-59 -59 -60 -49 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (LMS Block 2048 (5min)):
Original[4:9]: [314 312 304 288 253]
Recon[4:9]:    [314 312 304 288 253]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (LMS Block 2048 (5min)):
Original[4:9]: [182 158 122  85  46]
Recon[4:9]:    [182 158 122  85  46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (LMS Block 2048 (5min)):
Original[4:9]: [-127 -125 -122 -117 -111]
Recon[4:9]:    [-127 -125 -122 -117 -111]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (LMS Block 2048 (5min)):
Original[4:9]: [-113 -111 -107 -105 -102]
Recon[4:9]:    [-113 -111 -107 -105 -102]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (LMS Block 2048 (5min)):
Original[4:9]: [-33 -31 -32 -34 -37]
Recon[4:9]:    [-33 -31 -32 -34 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (LMS Block 2048 (5min)):
Original[4:9]: [-46 -47 -47 -50 -49]
Recon[4:9]:    [-46 -47 -47 -50 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (LMS Block 2048 (5min)):
Original[4:9]: [185 205 227 251 269]
Recon[4:9]:    [185 205 227 251 269]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (LMS Block 2048 (5min)):
Original[4:9]: [-123 -121 -120 -120 -123]
Recon[4:9]:    [-123 -121 -120 -120 -123]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (LMS Block 2048 (5min)):
Original[4:9]: [-59 -54 -52 -52 -49]
Recon[4:9]:    [-59 -54 -52 -52 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (LMS Block 2048 (5min)):
Original[4:9]: [-26 -26 -23 -22 -17]
Recon[4:9]:    [-26 -26 -23 -22 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (LMS Block 2048 (5min)):
Original[4:9]: [-2 -2 -1 -1 -2]
Recon[4:9]:    [-2 -2 -1 -1 -2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (LMS Block 2048 (5min)):
Original[4:9]: [-52 -49 -50 -52 -57]
Recon[4:9]:    [-52 -49 -50 -52 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (LMS Block 2048 (5min)):
Original[4:9]: [-57 -58 -61 -58 -43]
Recon[4:9]:    [-57 -58 -61 -58 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (LMS Block 2048 (5min)):
Original[4:9]: [ 78  56  34   2 -33]
Recon[4:9]:    [ 78  56  34   2 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (LMS Block 2048 (5min)):
Original[4:9]: [-127 -123 -118 -115 -112]
Recon[4:9]:    [-127 -123 -118 -115 -112]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (LMS Block 2048 (5min)):
Original[4:9]: [-121 -120 -125 -126 -125]
Recon[4:9]:    [-121 -120 -125 -126 -125]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (LMS Block 2048 (5min)):
Original[4:9]: [-124 -126 -127 -124 -123]
Recon[4:9]:    [-124 -126 -127 -124 -123]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (LMS Block 2048 (5min)):
Original[4:9]: [-123 -118 -114 -114 -113]
Recon[4:9]:    [-123 -118 -114 -114 -113]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (LMS Block 2048 (5min)):
Original[4:9]: [-110 -108 -110 -110 -111]
Recon[4:9]:    [-110 -108 -110 -110 -111]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (LMS Block 2048 (5min)):
Original[4:9]: [-79 -80 -75 -71 -68]
Recon[4:9]:    [-79 -80 -75 -71 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (LMS Block 2048 (5min)):
Original[4:9]: [-22 -19 -14 -10  -8]
Recon[4:9]:    [-22 -19 -14 -10  -8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (LMS Block 2048 (5min)):
Original[4:9]: [-16 -16 -17 -19 -19]
Recon[4:9]:    [-16 -16 -17 -19 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (LMS Block 2048 (5min)):
Original[4:9]: [-23  -2  21  43  63]
Recon[4:9]:    [-23  -2  21  43  63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (LMS Block 2048 (5min)):
Original[4:9]: [-3 -2 -1  2  2]
Recon[4:9]:    [-3 -2 -1  2  2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (LMS Block 2048 (5min)):
Original[4:9]: [115 134 153 172 193]
Recon[4:9]:    [115 134 153 172 193]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (LMS Block 2048 (5min)):
Original[4:9]: [-180 -179 -180 -178 -175]
Recon[4:9]:    [-180 -179 -180 -178 -175]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (LMS Block 2048 (5min)):
Original[4:9]: [-18   9  41  66  85]
Recon[4:9]:    [-18   9  41  66  85]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (LMS Block 2048 (5min)):
Original[4:9]: [-63 -59 -58 -60 -61]
Recon[4:9]:    [-63 -59 -58 -60 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (LMS Block 2048 (5min)):
Original[4:9]: [-12 -18 -23 -30 -34]
Recon[4:9]:    [-12 -18 -23 -30 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (LMS Block 2048 (5min)):
Original[4:9]: [-21 -24 -20 -19 -17]
Recon[4:9]:    [-21 -24 -20 -19 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (LMS Block 2048 (5min)):
Original[4:9]: [-22 -21 -18 -20 -26]
Recon[4:9]:    [-22 -21 -18 -20 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (LMS Block 2048 (5min)):
Original[4:9]: [-19 -16 -15 -15 -15]
Recon[4:9]:    [-19 -16 -15 -15 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- LMS Block 2048 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added LMS results for Block 2048: CR Rice=1.911, CR Huff=2.095, mean L2=17.78214
Best params for NLMS Block 2048 (10s): {'order': 4, 'mu': 0.01} (avg l2-norm=0.00000)

DEBUG Segment 0 (NLMS Block 2048 (5min)):
Original[4:9]: [35 35 35 35 35]
Recon[4:9]:    [35 35 35 35 35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (NLMS Block 2048 (5min)):
Original[4:9]: [-123 -124 -126 -127 -125]
Recon[4:9]:    [-123 -124 -126 -127 -125]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (NLMS Block 2048 (5min)):
Original[4:9]: [-116 -113 -110 -110 -110]
Recon[4:9]:    [-116 -113 -110 -110 -110]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (NLMS Block 2048 (5min)):
Original[4:9]: [-26 -21 -21 -18 -18]
Recon[4:9]:    [-26 -21 -21 -18 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (NLMS Block 2048 (5min)):
Original[4:9]: [ -8 -10 -10  -6  -2]
Recon[4:9]:    [ -8 -10 -10  -6  -2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (NLMS Block 2048 (5min)):
Original[4:9]: [-67 -64 -58 -54 -54]
Recon[4:9]:    [-67 -64 -58 -54 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (NLMS Block 2048 (5min)):
Original[4:9]: [-122 -136 -148 -154 -156]
Recon[4:9]:    [-122 -136 -148 -154 -156]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (NLMS Block 2048 (5min)):
Original[4:9]: [-29 -31 -32 -31 -31]
Recon[4:9]:    [-29 -31 -32 -31 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (NLMS Block 2048 (5min)):
Original[4:9]: [-79 -75 -74 -74 -74]
Recon[4:9]:    [-79 -75 -74 -74 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (NLMS Block 2048 (5min)):
Original[4:9]: [ -78 -103 -132 -154 -167]
Recon[4:9]:    [ -78 -103 -132 -154 -167]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (NLMS Block 2048 (5min)):
Original[4:9]: [-103 -104 -103 -101  -97]
Recon[4:9]:    [-103 -104 -103 -101  -97]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (NLMS Block 2048 (5min)):
Original[4:9]: [-20 -20 -20 -19 -22]
Recon[4:9]:    [-20 -20 -20 -19 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (NLMS Block 2048 (5min)):
Original[4:9]: [-19 -16 -16 -15 -17]
Recon[4:9]:    [-19 -16 -16 -15 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (NLMS Block 2048 (5min)):
Original[4:9]: [-65 -65 -66 -69 -65]
Recon[4:9]:    [-65 -65 -66 -69 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (NLMS Block 2048 (5min)):
Original[4:9]: [-52 -55 -54 -56 -59]
Recon[4:9]:    [-52 -55 -54 -56 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (NLMS Block 2048 (5min)):
Original[4:9]: [-73 -74 -71 -67 -51]
Recon[4:9]:    [-73 -74 -71 -67 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (NLMS Block 2048 (5min)):
Original[4:9]: [-72 -72 -72 -75 -76]
Recon[4:9]:    [-72 -72 -72 -75 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (NLMS Block 2048 (5min)):
Original[4:9]: [-64 -54 -35  -8  19]
Recon[4:9]:    [-64 -54 -35  -8  19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (NLMS Block 2048 (5min)):
Original[4:9]: [172 199 220 234 244]
Recon[4:9]:    [172 199 220 234 244]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (NLMS Block 2048 (5min)):
Original[4:9]: [-54 -55 -59 -59 -59]
Recon[4:9]:    [-54 -55 -59 -59 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (NLMS Block 2048 (5min)):
Original[4:9]: [-59 -59 -60 -49 -30]
Recon[4:9]:    [-59 -59 -60 -49 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (NLMS Block 2048 (5min)):
Original[4:9]: [314 312 304 288 253]
Recon[4:9]:    [314 312 304 288 253]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (NLMS Block 2048 (5min)):
Original[4:9]: [182 158 122  85  46]
Recon[4:9]:    [182 158 122  85  46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (NLMS Block 2048 (5min)):
Original[4:9]: [-127 -125 -122 -117 -111]
Recon[4:9]:    [-127 -125 -122 -117 -111]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (NLMS Block 2048 (5min)):
Original[4:9]: [-113 -111 -107 -105 -102]
Recon[4:9]:    [-113 -111 -107 -105 -102]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (NLMS Block 2048 (5min)):
Original[4:9]: [-33 -31 -32 -34 -37]
Recon[4:9]:    [-33 -31 -32 -34 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (NLMS Block 2048 (5min)):
Original[4:9]: [-46 -47 -47 -50 -49]
Recon[4:9]:    [-46 -47 -47 -50 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (NLMS Block 2048 (5min)):
Original[4:9]: [185 205 227 251 269]
Recon[4:9]:    [185 205 227 251 269]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (NLMS Block 2048 (5min)):
Original[4:9]: [-123 -121 -120 -120 -123]
Recon[4:9]:    [-123 -121 -120 -120 -123]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (NLMS Block 2048 (5min)):
Original[4:9]: [-59 -54 -52 -52 -49]
Recon[4:9]:    [-59 -54 -52 -52 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (NLMS Block 2048 (5min)):
Original[4:9]: [-26 -26 -23 -22 -17]
Recon[4:9]:    [-26 -26 -23 -22 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (NLMS Block 2048 (5min)):
Original[4:9]: [-2 -2 -1 -1 -2]
Recon[4:9]:    [-2 -2 -1 -1 -2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (NLMS Block 2048 (5min)):
Original[4:9]: [-52 -49 -50 -52 -57]
Recon[4:9]:    [-52 -49 -50 -52 -57]
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L2 calculation: 0.0

DEBUG Segment 33 (NLMS Block 2048 (5min)):
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Recon[4:9]:    [-57 -58 -61 -58 -43]
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L2 calculation: 0.0

DEBUG Segment 34 (NLMS Block 2048 (5min)):
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Recon[4:9]:    [ 78  56  34   2 -33]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (NLMS Block 2048 (5min)):
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Recon[4:9]:    [-127 -123 -118 -115 -112]
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L2 calculation: 0.0

DEBUG Segment 36 (NLMS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 37 (NLMS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 38 (NLMS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 39 (NLMS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 40 (NLMS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 41 (NLMS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 42 (NLMS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 43 (NLMS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 44 (NLMS Block 2048 (5min)):
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DEBUG Segment 45 (NLMS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 46 (NLMS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 47 (NLMS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 48 (NLMS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 49 (NLMS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 50 (NLMS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 51 (NLMS Block 2048 (5min)):
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Recon[4:9]:    [-22 -21 -18 -20 -26]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (NLMS Block 2048 (5min)):
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Recon[4:9]:    [-19 -16 -15 -15 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- NLMS Block 2048 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added NLMS results for Block 2048: CR Rice=1.823, CR Huff=1.982, mean L2=22.92887
Best params for GASS Block 2048 (10s): {'order': 4, 'mu': 1e-07, 'rho': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (GASS Block 2048 (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 2 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 3 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 4 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 5 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-67 -64 -58 -54 -54]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-122 -136 -148 -154 -156]
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L2 calculation: 0.0

DEBUG Segment 7 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-29 -31 -32 -31 -31]
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L2 calculation: 0.0

DEBUG Segment 8 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 9 (GASS Block 2048 (5min)):
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Recon[4:9]:    [ -78 -103 -132 -154 -167]
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L2 calculation: 0.0

DEBUG Segment 10 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 11 (GASS Block 2048 (5min)):
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DEBUG Segment 12 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 13 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 14 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 15 (GASS Block 2048 (5min)):
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DEBUG Segment 16 (GASS Block 2048 (5min)):
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DEBUG Segment 17 (GASS Block 2048 (5min)):
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DEBUG Segment 18 (GASS Block 2048 (5min)):
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DEBUG Segment 19 (GASS Block 2048 (5min)):
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DEBUG Segment 20 (GASS Block 2048 (5min)):
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DEBUG Segment 21 (GASS Block 2048 (5min)):
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DEBUG Segment 22 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 23 (GASS Block 2048 (5min)):
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DEBUG Segment 24 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 25 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 26 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 27 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 28 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 29 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-59 -54 -52 -52 -49]
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L2 calculation: 0.0

DEBUG Segment 30 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-26 -26 -23 -22 -17]
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L2 calculation: 0.0

DEBUG Segment 31 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-2 -2 -1 -1 -2]
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L2 calculation: 0.0

DEBUG Segment 32 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-52 -49 -50 -52 -57]
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L2 calculation: 0.0

DEBUG Segment 33 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-57 -58 -61 -58 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (GASS Block 2048 (5min)):
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Recon[4:9]:    [ 78  56  34   2 -33]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (GASS Block 2048 (5min)):
Original[4:9]: [-127 -123 -118 -115 -112]
Recon[4:9]:    [-127 -123 -118 -115 -112]
Raw difference: [0 0 0 0 0]
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L2 calculation: 0.0

DEBUG Segment 36 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-121 -120 -125 -126 -125]
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L2 calculation: 0.0

DEBUG Segment 37 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-124 -126 -127 -124 -123]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-123 -118 -114 -114 -113]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (GASS Block 2048 (5min)):
Original[4:9]: [-110 -108 -110 -110 -111]
Recon[4:9]:    [-110 -108 -110 -110 -111]
Raw difference: [0 0 0 0 0]
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L2 calculation: 0.0

DEBUG Segment 40 (GASS Block 2048 (5min)):
Original[4:9]: [-79 -80 -75 -71 -68]
Recon[4:9]:    [-79 -80 -75 -71 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-22 -19 -14 -10  -8]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 43 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-23  -2  21  43  63]
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L2 calculation: 0.0

DEBUG Segment 44 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-3 -2 -1  2  2]
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L2 calculation: 0.0

DEBUG Segment 45 (GASS Block 2048 (5min)):
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Recon[4:9]:    [115 134 153 172 193]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-180 -179 -180 -178 -175]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-18   9  41  66  85]
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L2 calculation: 0.0

DEBUG Segment 48 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-63 -59 -58 -60 -61]
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L2 calculation: 0.0

DEBUG Segment 49 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 50 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 51 (GASS Block 2048 (5min)):
Original[4:9]: [-22 -21 -18 -20 -26]
Recon[4:9]:    [-22 -21 -18 -20 -26]
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L2 calculation: 0.0

DEBUG Segment 52 (GASS Block 2048 (5min)):
Original[4:9]: [-19 -16 -15 -15 -15]
Recon[4:9]:    [-19 -16 -15 -15 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- GASS Block 2048 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added GASS results for Block 2048: CR Rice=2.375, CR Huff=2.464, mean L2=8.44378
Best params for LMS Elgendi Beats (10s): {'order': 4, 'mu': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [35 35 35 35 35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (LMS Elgendi Beats (5min)):
Original[4:9]: [-35 -33 -29 -25 -25]
Recon[4:9]:    [-35 -33 -29 -25 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (LMS Elgendi Beats (5min)):
Original[4:9]: [-72 -71 -72 -72 -67]
Recon[4:9]:    [-72 -71 -72 -72 -67]
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L2 calculation: 0.0

DEBUG Segment 3 (LMS Elgendi Beats (5min)):
Original[4:9]: [-128 -132 -128 -121 -119]
Recon[4:9]:    [-128 -132 -128 -121 -119]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (LMS Elgendi Beats (5min)):
Original[4:9]: [-120 -118 -116 -114 -110]
Recon[4:9]:    [-120 -118 -116 -114 -110]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (LMS Elgendi Beats (5min)):
Original[4:9]: [-76 -78 -75 -72 -72]
Recon[4:9]:    [-76 -78 -75 -72 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (LMS Elgendi Beats (5min)):
Original[4:9]: [-67 -62 -62 -63 -61]
Recon[4:9]:    [-67 -62 -62 -63 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (LMS Elgendi Beats (5min)):
Original[4:9]: [-49 -44 -40 -40 -41]
Recon[4:9]:    [-49 -44 -40 -40 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (LMS Elgendi Beats (5min)):
Original[4:9]: [-41 -40 -41 -37 -36]
Recon[4:9]:    [-41 -40 -41 -37 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (LMS Elgendi Beats (5min)):
Original[4:9]: [-31 -30 -30 -27 -30]
Recon[4:9]:    [-31 -30 -30 -27 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-20 -16 -17 -16 -16]
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L2 calculation: 0.0

DEBUG Segment 11 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-33 -29 -23 -21 -19]
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L2 calculation: 0.0

DEBUG Segment 12 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [19 22 29 21 -5]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [11 15 19 20 21]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 15 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 16 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-11 -13 -19 -20 -20]
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L2 calculation: 0.0

DEBUG Segment 17 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 18 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-20 -15 -13 -11 -11]
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L2 calculation: 0.0

DEBUG Segment 19 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-19 -19 -16 -15 -16]
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DEBUG Segment 20 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-18 -20 -17 -17 -16]
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L2 calculation: 0.0

DEBUG Segment 21 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 22 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-2 -2  1  3  5]
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L2 calculation: 0.0

DEBUG Segment 23 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 24 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-16 -15 -14 -14 -10]
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DEBUG Segment 25 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-10 -15 -16 -14 -12]
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L2 calculation: 0.0

DEBUG Segment 26 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 27 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-4 -5 -2  1  4]
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L2 calculation: 0.0

DEBUG Segment 28 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-41 -36 -30 -30 -29]
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L2 calculation: 0.0

DEBUG Segment 29 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-28 -25 -23 -23 -21]
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L2 calculation: 0.0

DEBUG Segment 30 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-30 -30 -24 -23 -22]
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L2 calculation: 0.0

DEBUG Segment 31 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-5 -1  1 -3 -6]
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L2 calculation: 0.0

DEBUG Segment 32 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-8 -8 -5 -3 -2]
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L2 calculation: 0.0

DEBUG Segment 33 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-12 -12  -8  -7  -7]
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L2 calculation: 0.0

DEBUG Segment 34 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-21 -20 -20 -19 -16]
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L2 calculation: 0.0

DEBUG Segment 35 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-17 -18 -17 -16 -14]
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L2 calculation: 0.0

DEBUG Segment 36 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-13 -15 -14 -15 -10]
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L2 calculation: 0.0

DEBUG Segment 37 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-15 -13 -15 -14 -14]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-11 -12  -8  -7  -2]
Raw difference: [0 0 0 0 0]
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L2 calculation: 0.0

DEBUG Segment 39 (LMS Elgendi Beats (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-4 -5 -5 -3 -3]
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L2 calculation: 0.0

DEBUG Segment 41 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-8 -6 -2 -5 -3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 43 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-3 -5 -7 -7 -6]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-13 -10 -11 -12 -14]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-25 -26 -24 -23 -22]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-32 -32 -32 -34 -38]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-37 -34 -35 -35 -37]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-29 -26 -26 -26 -28]
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L2 calculation: 0.0

DEBUG Segment 49 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [ -9 -13 -13 -10 -10]
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L2 calculation: 0.0

DEBUG Segment 50 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-13 -12 -12 -13 -16]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [15 15 16 17 17]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [15 18 18 18 18]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 53 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [17 18 20 17 19]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 54 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [2 6 9 6 7]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 55 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-5 -7 -5 -2 -2]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 56 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [ 1  0  1 -4 -7]
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L2 calculation: 0.0

DEBUG Segment 57 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 58 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 59 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-12 -13 -15 -20 -19]
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L2 calculation: 0.0

DEBUG Segment 60 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-28 -28 -27 -21 -18]
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L2 calculation: 0.0

DEBUG Segment 61 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-14 -11 -10 -13 -16]
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L2 calculation: 0.0

DEBUG Segment 62 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-31 -32 -31 -31 -31]
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L2 calculation: 0.0

DEBUG Segment 63 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-27 -32 -31 -29 -28]
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L2 calculation: 0.0

DEBUG Segment 64 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-23 -24 -25 -23 -26]
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L2 calculation: 0.0

DEBUG Segment 65 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-28 -29 -33 -33 -33]
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L2 calculation: 0.0

DEBUG Segment 66 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-30 -33 -35 -37 -33]
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L2 calculation: 0.0

DEBUG Segment 67 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-30 -36 -38 -38 -36]
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L2 calculation: 0.0

DEBUG Segment 68 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-46 -49 -51 -47 -48]
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L2 calculation: 0.0

DEBUG Segment 69 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 70 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-29 -33 -31 -34 -35]
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L2 calculation: 0.0

DEBUG Segment 71 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 72 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-31 -29 -34 -35 -36]
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L2 calculation: 0.0

DEBUG Segment 73 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 74 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-27 -29 -27 -26 -28]
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L2 calculation: 0.0

DEBUG Segment 75 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 76 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 77 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 78 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 79 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 80 (LMS Elgendi Beats (5min)):
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DEBUG Segment 81 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 82 (LMS Elgendi Beats (5min)):
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DEBUG Segment 83 (LMS Elgendi Beats (5min)):
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DEBUG Segment 84 (LMS Elgendi Beats (5min)):
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DEBUG Segment 85 (LMS Elgendi Beats (5min)):
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DEBUG Segment 86 (LMS Elgendi Beats (5min)):
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DEBUG Segment 87 (LMS Elgendi Beats (5min)):
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DEBUG Segment 88 (LMS Elgendi Beats (5min)):
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DEBUG Segment 89 (LMS Elgendi Beats (5min)):
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DEBUG Segment 90 (LMS Elgendi Beats (5min)):
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DEBUG Segment 91 (LMS Elgendi Beats (5min)):
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DEBUG Segment 92 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-14 -20 -21 -18 -17]
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DEBUG Segment 93 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-17 -19 -22 -19 -14]
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L2 calculation: 0.0

DEBUG Segment 94 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-14 -14 -16 -19 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 95 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-24 -26 -25 -27 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 96 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-25 -28 -28 -31 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 97 (LMS Elgendi Beats (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 98 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-15 -16 -13 -14 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 99 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-20 -22 -25 -24 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 100 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-36 -40 -44 -42 -40]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 101 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-34 -37 -38 -41 -38]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 102 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-19 -17 -20 -23 -25]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 103 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-13 -12 -15 -15 -17]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 104 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-20 -19 -21 -24 -26]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 105 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-32 -31 -35 -34 -38]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 106 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-27 -28 -28 -31 -31]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 107 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-14 -14 -14 -17 -19]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 108 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-16 -18 -18 -21 -21]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 109 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-18 -19 -20 -24 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 110 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-21 -22 -26 -28 -29]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 111 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-24 -21 -24 -28 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 112 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-13 -12 -14 -14 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 113 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-16 -20 -20 -19 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 114 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-20 -18 -22 -23 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 115 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-51 -49 -49 -43 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 116 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-22 -21 -23 -27 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 117 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-13 -15 -16 -16 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 118 (LMS Elgendi Beats (5min)):
Original[4:9]: [-19 -21 -22 -25 -24]
Recon[4:9]:    [-19 -21 -22 -25 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 119 (LMS Elgendi Beats (5min)):
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Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 120 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-22 -23 -23 -21 -22]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 121 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-17 -18 -20 -22 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 122 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-27 -30 -32 -35 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 123 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-29 -28 -28 -30 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 124 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-20 -21 -22 -21 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 125 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-13 -16 -18 -19 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 126 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-20 -19 -19 -19 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 127 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-26 -28 -31 -30 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 128 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-29 -28 -31 -32 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 129 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-41 -43 -39 -41 -43]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 130 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-30 -34 -33 -33 -30]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 131 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-26 -24 -24 -25 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 132 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-15 -16 -22 -23 -22]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 133 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-20 -23 -26 -28 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 134 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-25 -28 -27 -27 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 135 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-42 -43 -41 -42 -43]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 136 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-38 -39 -42 -41 -39]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 137 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-35 -36 -33 -30 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 138 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-21 -20 -19 -21 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 139 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-21 -25 -26 -29 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 140 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-41 -44 -45 -47 -45]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 141 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-37 -37 -37 -38 -38]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 142 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-34 -35 -35 -33 -36]
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L2 calculation: 0.0

DEBUG Segment 143 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-24 -28 -29 -29 -28]
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L2 calculation: 0.0

DEBUG Segment 144 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-24 -25 -26 -24 -25]
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L2 calculation: 0.0

DEBUG Segment 145 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-31 -29 -29 -31 -34]
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L2 calculation: 0.0

DEBUG Segment 146 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-31 -30 -29 -32 -34]
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L2 calculation: 0.0

DEBUG Segment 147 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-11 -12 -16 -14 -12]
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L2 calculation: 0.0

DEBUG Segment 148 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 149 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 150 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-16 -21 -20 -21 -20]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 151 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-29 -29 -32 -33 -35]
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L2 calculation: 0.0

DEBUG Segment 152 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 153 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-18 -21 -26 -28 -27]
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L2 calculation: 0.0

DEBUG Segment 154 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 155 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-26 -26 -27 -27 -29]
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L2 calculation: 0.0

DEBUG Segment 156 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-32 -36 -35 -34 -34]
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L2 calculation: 0.0

DEBUG Segment 157 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 158 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-26 -28 -29 -30 -28]
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L2 calculation: 0.0

DEBUG Segment 159 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 160 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 161 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-29 -28 -29 -27 -30]
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L2 calculation: 0.0

DEBUG Segment 162 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 163 (LMS Elgendi Beats (5min)):
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DEBUG Segment 164 (LMS Elgendi Beats (5min)):
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DEBUG Segment 165 (LMS Elgendi Beats (5min)):
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DEBUG Segment 166 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 167 (LMS Elgendi Beats (5min)):
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DEBUG Segment 168 (LMS Elgendi Beats (5min)):
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DEBUG Segment 169 (LMS Elgendi Beats (5min)):
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DEBUG Segment 170 (LMS Elgendi Beats (5min)):
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DEBUG Segment 171 (LMS Elgendi Beats (5min)):
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DEBUG Segment 172 (LMS Elgendi Beats (5min)):
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DEBUG Segment 173 (LMS Elgendi Beats (5min)):
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DEBUG Segment 174 (LMS Elgendi Beats (5min)):
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DEBUG Segment 175 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-16 -18 -19 -14 -14]
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DEBUG Segment 176 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 177 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [ 5  6  3 -1 -2]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 178 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [ 3 -1 -5 -4 -5]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 179 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-11 -11 -12 -13 -14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 180 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-20 -23 -23 -23 -21]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 181 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [ -9 -10 -13 -15 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 182 (LMS Elgendi Beats (5min)):
Original[4:9]: [ -4  -4  -7 -11 -11]
Recon[4:9]:    [ -4  -4  -7 -11 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 183 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [ -8 -12 -14 -13 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 184 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-10 -13 -14 -15 -15]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 185 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-11 -14 -15 -13 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 186 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-2 -3 -5 -5 -7]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 187 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [ -6  -8 -12  -9  -8]
Raw difference: [0 0 0 0 0]
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L2 calculation: 0.0

DEBUG Segment 188 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [ -7 -10 -11 -10  -9]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 189 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-16 -12 -16 -16 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 190 (LMS Elgendi Beats (5min)):
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Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 191 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-20 -22 -22 -27 -28]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 192 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-16 -20 -18 -16 -15]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 193 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-13 -13 -12 -15 -15]
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L2 calculation: 0.0

DEBUG Segment 194 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-15 -12 -10 -11  -9]
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L2 calculation: 0.0

DEBUG Segment 195 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-11 -12 -16 -16 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 196 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-10 -15 -14 -13 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 197 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-23 -24 -26 -27 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 198 (LMS Elgendi Beats (5min)):
Original[4:9]: [-22 -24 -27 -29 -30]
Recon[4:9]:    [-22 -24 -27 -29 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 199 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-11 -12 -11 -15 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 200 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-19 -22 -20 -19 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 201 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-22 -20 -17 -18 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 202 (LMS Elgendi Beats (5min)):
Original[4:9]: [-29 -32 -32 -35 -36]
Recon[4:9]:    [-29 -32 -32 -35 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 203 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-27 -30 -33 -35 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 204 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-12 -11 -14 -14 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 205 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-12 -13 -14 -13 -10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 206 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-15 -14 -15 -18 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 207 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-16 -15 -19 -21 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 208 (LMS Elgendi Beats (5min)):
Original[4:9]: [-27 -30 -31 -34 -33]
Recon[4:9]:    [-27 -30 -31 -34 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 209 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-19 -20 -23 -22 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 210 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [ -9  -8 -10 -11 -12]
Raw difference: [0 0 0 0 0]
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L2 calculation: 0.0

DEBUG Segment 211 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [ -6 -11 -13 -15 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 212 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-3 -5 -7 -8 -6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 213 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [ -9 -10 -12 -13 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 214 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-17 -16 -14 -14 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 215 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [ -9  -8 -10  -8 -11]
Raw difference: [0 0 0 0 0]
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L2 calculation: 0.0

DEBUG Segment 216 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-3 -4 -5 -8 -6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 217 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-4 -3 -2 -3 -4]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 218 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-3 -5 -5 -5 -3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 219 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-7 -7 -7 -4 -8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 220 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-2 -3 -4 -3 -2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 221 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [3 4 5 5 4]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 222 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-1 -1 -4 -2  0]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 223 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-1 -1 -1 -2 -5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 224 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-2  0  2  0 -5]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 225 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-4 -4 -6 -7 -5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 226 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [2 4 4 4 2]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 227 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [ 2 -1 -5 -2 -2]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 228 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [9 5 2 2 2]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 229 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-6 -5 -1 -5 -5]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 230 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-13 -16 -19 -15 -15]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 231 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-1 -5 -6 -8 -6]
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L2 calculation: 0.0

DEBUG Segment 232 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 233 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-15 -13 -11 -13 -15]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 234 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-14 -16 -16 -19 -19]
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L2 calculation: 0.0

DEBUG Segment 235 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-21 -19 -20 -19 -22]
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L2 calculation: 0.0

DEBUG Segment 236 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-16 -17 -21 -21 -24]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 237 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-13 -12 -15 -13 -13]
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L2 calculation: 0.0

DEBUG Segment 238 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-18 -17 -17 -16 -17]
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L2 calculation: 0.0

DEBUG Segment 239 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-17 -18 -19 -19 -20]
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L2 calculation: 0.0

DEBUG Segment 240 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-22 -23 -25 -25 -26]
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L2 calculation: 0.0

DEBUG Segment 241 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-32 -35 -35 -40 -40]
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L2 calculation: 0.0

DEBUG Segment 242 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-27 -30 -29 -27 -29]
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L2 calculation: 0.0

DEBUG Segment 243 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-25 -26 -26 -30 -32]
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L2 calculation: 0.0

DEBUG Segment 244 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-29 -26 -26 -27 -28]
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L2 calculation: 0.0

DEBUG Segment 245 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-30 -30 -32 -34 -35]
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L2 calculation: 0.0

DEBUG Segment 246 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-24 -27 -30 -32 -31]
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L2 calculation: 0.0

DEBUG Segment 247 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-28 -29 -30 -33 -34]
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L2 calculation: 0.0

DEBUG Segment 248 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-35 -36 -37 -36 -36]
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L2 calculation: 0.0

DEBUG Segment 249 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-22 -26 -24 -25 -26]
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L2 calculation: 0.0

DEBUG Segment 250 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-21 -22 -25 -22 -24]
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L2 calculation: 0.0

DEBUG Segment 251 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-12 -15 -17 -16 -15]
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L2 calculation: 0.0

DEBUG Segment 252 (LMS Elgendi Beats (5min)):
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DEBUG Segment 253 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 254 (LMS Elgendi Beats (5min)):
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DEBUG Segment 255 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 256 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [ -7 -11 -12 -14 -15]
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L2 calculation: 0.0

DEBUG Segment 257 (LMS Elgendi Beats (5min)):
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DEBUG Segment 258 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [ -2  -5  -6 -11 -11]
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DEBUG Segment 259 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [ -9  -8  -9 -10 -11]
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L2 calculation: 0.0

DEBUG Segment 260 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [ -9 -12 -13 -15 -13]
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L2 calculation: 0.0

DEBUG Segment 261 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [4 2 0 0 1]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 262 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [3 2 6 3 0]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 263 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [3 4 2 0 1]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 264 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [ 1 -2 -2 -4 -2]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 265 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [ -5  -7  -8 -12 -13]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 266 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [ 0 -4 -4 -5 -6]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 267 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [ 9  6  5  3 -2]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 268 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [6 6 5 6 7]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 269 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [ 4  0 -3 -2 -1]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 270 (LMS Elgendi Beats (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 271 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-19 -20 -20 -18 -19]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 272 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-10 -13 -16 -14 -13]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 273 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-10 -13 -15 -16 -15]
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L2 calculation: 0.0

DEBUG Segment 274 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-11 -15 -15 -20 -17]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 275 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-17 -18 -19 -22 -24]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 276 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-30 -29 -30 -32 -32]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 277 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-27 -25 -23 -24 -28]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 278 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-19 -20 -20 -23 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 279 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-24 -26 -27 -24 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 280 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-16 -21 -21 -21 -20]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 281 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-32 -32 -31 -31 -34]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 282 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-33 -35 -37 -38 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 283 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-24 -27 -28 -29 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 284 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-28 -30 -33 -33 -33]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 285 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-28 -28 -31 -34 -38]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 286 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-35 -37 -39 -38 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 287 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-29 -27 -27 -28 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 288 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-19 -20 -19 -17 -19]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 289 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-16 -17 -17 -20 -23]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 290 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-15 -16 -20 -21 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 291 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-18 -22 -23 -22 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 292 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-24 -25 -27 -28 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 293 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-23 -21 -21 -25 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 294 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-16 -17 -16 -19 -20]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 295 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-18 -17 -17 -21 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 296 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-12 -16 -20 -20 -20]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 297 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-23 -26 -30 -34 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 298 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-31 -30 -30 -31 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 299 (LMS Elgendi Beats (5min)):
Original[4:9]: [-26 -30 -30 -26 -30]
Recon[4:9]:    [-26 -30 -30 -26 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 300 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-16 -17 -18 -17 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 301 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-14 -14 -18 -18 -16]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 302 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-13 -14 -16 -17 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 303 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-20 -25 -25 -23 -24]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 304 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-29 -29 -28 -32 -34]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 305 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-29 -34 -33 -34 -36]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 306 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-21 -22 -24 -27 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 307 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-18 -18 -20 -22 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 308 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-17 -22 -24 -23 -18]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 309 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-30 -29 -28 -30 -32]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 310 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-33 -35 -35 -38 -37]
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L2 calculation: 0.0

DEBUG Segment 311 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-26 -29 -33 -30 -32]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 312 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-20 -25 -26 -25 -22]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 313 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-18 -17 -17 -17 -20]
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L2 calculation: 0.0

DEBUG Segment 314 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-21 -23 -22 -22 -23]
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L2 calculation: 0.0

DEBUG Segment 315 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-16 -16 -16 -15 -20]
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L2 calculation: 0.0

DEBUG Segment 316 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-21 -20 -21 -24 -27]
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L2 calculation: 0.0

DEBUG Segment 317 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-14 -16 -18 -16 -17]
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L2 calculation: 0.0

DEBUG Segment 318 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-13 -15 -18 -21 -21]
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L2 calculation: 0.0

DEBUG Segment 319 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-14 -15 -17 -16 -16]
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L2 calculation: 0.0

DEBUG Segment 320 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-13 -16 -16 -15 -14]
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L2 calculation: 0.0

DEBUG Segment 321 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [ -9 -10 -13 -12 -14]
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L2 calculation: 0.0

DEBUG Segment 322 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-10 -13 -15 -16 -19]
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L2 calculation: 0.0

DEBUG Segment 323 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 324 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 325 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 326 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 327 (LMS Elgendi Beats (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 328 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [ 2 -1 -3 -6 -7]
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L2 calculation: 0.0

DEBUG Segment 329 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 330 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [3 4 1 3 3]
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DEBUG Segment 331 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 332 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 333 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-17 -19 -16 -16 -18]
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L2 calculation: 0.0

DEBUG Segment 334 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-20 -21 -25 -26 -26]
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L2 calculation: 0.0

DEBUG Segment 335 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 336 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [ 4  1 -1 -5 -4]
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L2 calculation: 0.0

DEBUG Segment 337 (LMS Elgendi Beats (5min)):
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DEBUG Segment 338 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 339 (LMS Elgendi Beats (5min)):
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DEBUG Segment 340 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-12 -15 -19 -20 -19]
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L2 calculation: 0.0

DEBUG Segment 341 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-18 -16 -14 -10  -7]
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DEBUG Segment 342 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-38 -41 -44 -44 -42]
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DEBUG Segment 343 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 344 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-24 -28 -31 -32 -29]
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L2 calculation: 0.0

DEBUG Segment 345 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-20 -21 -23 -21 -22]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 346 (LMS Elgendi Beats (5min)):
Original[4:9]: [-19 -19 -18 -18 -18]
Recon[4:9]:    [-19 -19 -18 -18 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 347 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-11  -8  -9 -10 -12]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 348 (LMS Elgendi Beats (5min)):
Original[4:9]: [-16 -19 -19 -20 -18]
Recon[4:9]:    [-16 -19 -19 -20 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 349 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-21 -22 -21 -20 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 350 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-30 -31 -29 -29 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 351 (LMS Elgendi Beats (5min)):
Original[4:9]: [-5 -5 -7 -7 -4]
Recon[4:9]:    [-5 -5 -7 -7 -4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 352 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [ -2  -4  -6 -13 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 353 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [ -9 -10 -10  -9  -9]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 354 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-3 -4 -3  1  4]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 355 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-2 -3 -5 -4 -2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 356 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [ -9  -9 -11 -11  -9]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 357 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-3 -1 -3 -2 -3]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 358 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-6 -6 -9 -7 -6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 359 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-1 -3 -4 -6 -3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 360 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-10 -12 -14 -13 -10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 361 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [ -9 -12 -12 -15 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 362 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-3 -4 -2 -6 -7]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 363 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [ 1 -1 -1  1  4]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 364 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [ 1  1  3 -1 -6]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 365 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-5 -4 -1  2  3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 366 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-6 -6 -3 -1 -4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 367 (LMS Elgendi Beats (5min)):
Original[4:9]: [-10 -10  -8  -9  -8]
Recon[4:9]:    [-10 -10  -8  -9  -8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 368 (LMS Elgendi Beats (5min)):
Original[4:9]: [ -6  -7 -11  -8  -6]
Recon[4:9]:    [ -6  -7 -11  -8  -6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 369 (LMS Elgendi Beats (5min)):
Original[4:9]: [ -6  -6  -9  -8 -10]
Recon[4:9]:    [ -6  -6  -9  -8 -10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 370 (LMS Elgendi Beats (5min)):
Original[4:9]: [-13 -14 -16 -18 -12]
Recon[4:9]:    [-13 -14 -16 -18 -12]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 371 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-19 -21 -21 -25 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 372 (LMS Elgendi Beats (5min)):
Original[4:9]: [-26 -24 -24 -28 -29]
Recon[4:9]:    [-26 -24 -24 -28 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 373 (LMS Elgendi Beats (5min)):
Original[4:9]: [-12 -11 -11 -12 -16]
Recon[4:9]:    [-12 -11 -11 -12 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 374 (LMS Elgendi Beats (5min)):
Original[4:9]: [ -6  -7 -10 -12 -11]
Recon[4:9]:    [ -6  -7 -10 -12 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 375 (LMS Elgendi Beats (5min)):
Original[4:9]: [ -8  -8  -5  -7 -10]
Recon[4:9]:    [ -8  -8  -5  -7 -10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 376 (LMS Elgendi Beats (5min)):
Original[4:9]: [-21 -20 -22 -26 -24]
Recon[4:9]:    [-21 -20 -22 -26 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 377 (LMS Elgendi Beats (5min)):
Original[4:9]: [-14 -16 -17 -16 -20]
Recon[4:9]:    [-14 -16 -17 -16 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 378 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-13 -15 -15 -15 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 379 (LMS Elgendi Beats (5min)):
Original[4:9]: [-15 -14 -13 -16 -17]
Recon[4:9]:    [-15 -14 -13 -16 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 380 (LMS Elgendi Beats (5min)):
Original[4:9]: [-13 -15 -17 -19 -19]
Recon[4:9]:    [-13 -15 -17 -19 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 381 (LMS Elgendi Beats (5min)):
Original[4:9]: [-12 -11 -11 -13 -14]
Recon[4:9]:    [-12 -11 -11 -13 -14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 382 (LMS Elgendi Beats (5min)):
Original[4:9]: [-17 -16 -16 -18 -21]
Recon[4:9]:    [-17 -16 -16 -18 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 383 (LMS Elgendi Beats (5min)):
Original[4:9]: [-18 -20 -22 -24 -22]
Recon[4:9]:    [-18 -20 -22 -24 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 384 (LMS Elgendi Beats (5min)):
Original[4:9]: [-24 -25 -32 -34 -33]
Recon[4:9]:    [-24 -25 -32 -34 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 385 (LMS Elgendi Beats (5min)):
Original[4:9]: [-28 -33 -34 -37 -38]
Recon[4:9]:    [-28 -33 -34 -37 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 386 (LMS Elgendi Beats (5min)):
Original[4:9]: [-33 -37 -39 -38 -38]
Recon[4:9]:    [-33 -37 -39 -38 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 387 (LMS Elgendi Beats (5min)):
Original[4:9]: [-32 -34 -35 -39 -38]
Recon[4:9]:    [-32 -34 -35 -39 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 388 (LMS Elgendi Beats (5min)):
Original[4:9]: [-27 -27 -28 -31 -33]
Recon[4:9]:    [-27 -27 -28 -31 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 389 (LMS Elgendi Beats (5min)):
Original[4:9]: [-32 -33 -33 -35 -39]
Recon[4:9]:    [-32 -33 -33 -35 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 390 (LMS Elgendi Beats (5min)):
Original[4:9]: [-29 -30 -34 -35 -33]
Recon[4:9]:    [-29 -30 -34 -35 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 391 (LMS Elgendi Beats (5min)):
Original[4:9]: [-26 -29 -31 -32 -30]
Recon[4:9]:    [-26 -29 -31 -32 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 392 (LMS Elgendi Beats (5min)):
Original[4:9]: [-19 -22 -25 -26 -26]
Recon[4:9]:    [-19 -22 -25 -26 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 393 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-24 -25 -25 -22 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 394 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-31 -30 -28 -29 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 395 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-27 -26 -27 -23 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 396 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-24 -21 -22 -24 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 397 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-13 -13 -15 -17 -19]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 398 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-23 -23 -20 -23 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 399 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-19 -18 -18 -19 -21]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 400 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-16 -17 -18 -23 -23]
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L2 calculation: 0.0

DEBUG Segment 401 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-15 -13 -13 -17 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 402 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-27 -29 -31 -32 -31]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 403 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-25 -27 -29 -31 -33]
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L2 calculation: 0.0

DEBUG Segment 404 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-17 -17 -22 -20 -20]
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L2 calculation: 0.0

DEBUG Segment 405 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-19 -23 -25 -25 -25]
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L2 calculation: 0.0

DEBUG Segment 406 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-25 -27 -29 -33 -31]
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L2 calculation: 0.0

DEBUG Segment 407 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-24 -26 -24 -27 -31]
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L2 calculation: 0.0

DEBUG Segment 408 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-10  -9  -9 -13 -16]
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L2 calculation: 0.0

DEBUG Segment 409 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 410 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-20 -20 -20 -18 -20]
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L2 calculation: 0.0

DEBUG Segment 411 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-20 -25 -27 -27 -26]
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L2 calculation: 0.0

DEBUG Segment 412 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-14 -16 -16 -16 -17]
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L2 calculation: 0.0

DEBUG Segment 413 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 414 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-3 -2 -5 -7 -7]
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L2 calculation: 0.0

DEBUG Segment 415 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-14 -16 -20 -21 -23]
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L2 calculation: 0.0

DEBUG Segment 416 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-31 -29 -31 -32 -33]
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L2 calculation: 0.0

DEBUG Segment 417 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-18 -17 -16 -17 -23]
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L2 calculation: 0.0

DEBUG Segment 418 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-25 -22 -23 -23 -26]
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L2 calculation: 0.0

DEBUG Segment 419 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-22 -24 -23 -23 -21]
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L2 calculation: 0.0

DEBUG Segment 420 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-44 -42 -42 -45 -46]
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DEBUG Segment 421 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-41 -41 -42 -44 -46]
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L2 calculation: 0.0

DEBUG Segment 422 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-27 -28 -29 -30 -32]
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L2 calculation: 0.0

DEBUG Segment 423 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-13 -16 -19 -22 -21]
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L2 calculation: 0.0

DEBUG Segment 424 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-17 -22 -22 -19 -20]
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L2 calculation: 0.0

DEBUG Segment 425 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-21 -26 -28 -27 -27]
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L2 calculation: 0.0

DEBUG Segment 426 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-30 -30 -30 -31 -34]
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L2 calculation: 0.0

DEBUG Segment 427 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-31 -26 -28 -32 -31]
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L2 calculation: 0.0

DEBUG Segment 428 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-17 -19 -21 -20 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 429 (LMS Elgendi Beats (5min)):
Original[4:9]: [-11  -9 -11 -13 -18]
Recon[4:9]:    [-11  -9 -11 -13 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 430 (LMS Elgendi Beats (5min)):
Original[4:9]: [-12 -14 -14 -12 -12]
Recon[4:9]:    [-12 -14 -14 -12 -12]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 431 (LMS Elgendi Beats (5min)):
Original[4:9]: [-26 -22 -21 -22 -26]
Recon[4:9]:    [-26 -22 -21 -22 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 432 (LMS Elgendi Beats (5min)):
Original[4:9]: [-24 -28 -27 -29 -26]
Recon[4:9]:    [-24 -28 -27 -29 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- LMS Elgendi Beats (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added LMS results for Elgendi Beats: CR Rice=1.575, CR Huff=1.690, mean L2=31.97985
Best params for NLMS Elgendi Beats (10s): {'order': 4, 'mu': 0.01} (avg l2-norm=0.00000)

DEBUG Segment 0 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [35 35 35 35 35]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 2 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 3 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-128 -132 -128 -121 -119]
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L2 calculation: 0.0

DEBUG Segment 4 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-120 -118 -116 -114 -110]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-76 -78 -75 -72 -72]
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L2 calculation: 0.0

DEBUG Segment 6 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 7 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 8 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 9 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-31 -30 -30 -27 -30]
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L2 calculation: 0.0

DEBUG Segment 10 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 11 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 12 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [19 22 29 21 -5]
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L2 calculation: 0.0

DEBUG Segment 13 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [11 15 19 20 21]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 15 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 16 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 17 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 18 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 19 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 20 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-18 -20 -17 -17 -16]
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L2 calculation: 0.0

DEBUG Segment 21 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 22 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 23 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 24 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 25 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 26 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 27 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 28 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-41 -36 -30 -30 -29]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-28 -25 -23 -23 -21]
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L2 calculation: 0.0

DEBUG Segment 30 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-30 -30 -24 -23 -22]
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L2 calculation: 0.0

DEBUG Segment 31 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 32 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-8 -8 -5 -3 -2]
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L2 calculation: 0.0

DEBUG Segment 33 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 34 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-21 -20 -20 -19 -16]
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DEBUG Segment 35 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 36 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-13 -15 -14 -15 -10]
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L2 calculation: 0.0

DEBUG Segment 37 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-15 -13 -15 -14 -14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-11 -12  -8  -7  -2]
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L2 calculation: 0.0

DEBUG Segment 39 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 40 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 41 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 42 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 43 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 44 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-13 -10 -11 -12 -14]
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L2 calculation: 0.0

DEBUG Segment 45 (NLMS Elgendi Beats (5min)):
Original[4:9]: [-25 -26 -24 -23 -22]
Recon[4:9]:    [-25 -26 -24 -23 -22]
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L2 calculation: 0.0

DEBUG Segment 46 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-32 -32 -32 -34 -38]
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L2 calculation: 0.0

DEBUG Segment 47 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-37 -34 -35 -35 -37]
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L2 calculation: 0.0

DEBUG Segment 48 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-29 -26 -26 -26 -28]
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L2 calculation: 0.0

DEBUG Segment 49 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 50 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 51 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 52 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 53 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 54 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 55 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 56 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 57 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 58 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 59 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 60 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 61 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 62 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 63 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 64 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 65 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 66 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 67 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 68 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 69 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 70 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 71 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 72 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 73 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 74 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 75 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 76 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 77 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 78 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 79 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 80 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 81 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 82 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 83 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 84 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 85 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 86 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 87 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 88 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 89 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 90 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 91 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 92 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 93 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 94 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 95 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 96 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 97 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 98 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 99 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 100 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 101 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 102 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 103 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 104 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 105 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 106 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 107 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 108 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 109 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 110 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 111 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 112 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 113 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 114 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 115 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 116 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 117 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 118 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 119 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 120 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 121 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 122 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 123 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 124 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 125 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 126 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 127 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 128 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 129 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 130 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 131 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 132 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 133 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 134 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 135 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 136 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 137 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 138 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 139 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 140 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 141 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 142 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 143 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 144 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 145 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 146 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 147 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 148 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 149 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 150 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 151 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 152 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 153 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 154 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 155 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 156 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 157 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 158 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 159 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 160 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 161 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 162 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 163 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 164 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 165 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 166 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 167 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 168 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 169 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 170 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 171 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 172 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 173 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 174 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 175 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 176 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 177 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 178 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 179 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 180 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 181 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 182 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 183 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 184 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 185 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 186 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 187 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 188 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 189 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 190 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 191 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 192 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 193 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 194 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 195 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 196 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 197 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 198 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 199 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 200 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 201 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 202 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 203 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 204 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 205 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 206 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 207 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 208 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 209 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 210 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 211 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 212 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 213 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 214 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 215 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 216 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 217 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 218 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 219 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 220 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 221 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 222 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 223 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 224 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 225 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 226 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 227 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 228 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 229 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 230 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 231 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 232 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 233 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 234 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 235 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 236 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 237 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 238 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 239 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 240 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 241 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 242 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 243 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 244 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 245 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 246 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 247 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 248 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 249 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 250 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 251 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 252 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 253 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 254 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 255 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 256 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 257 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 258 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 259 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 260 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 261 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 262 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 263 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 264 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 265 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 266 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 267 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 268 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 269 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 270 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 271 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 272 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 273 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 274 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 275 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 276 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 277 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 278 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 279 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 280 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 281 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 282 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 283 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 284 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 285 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 286 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 287 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 288 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 289 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 290 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 291 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 292 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 293 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 294 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 295 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 296 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 297 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 298 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 299 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 300 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 301 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 302 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 303 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 304 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 305 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 306 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 307 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 308 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 309 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 310 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 311 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 312 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 313 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 314 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 315 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 316 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 317 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 318 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 319 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 320 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 321 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 322 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 323 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 324 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 325 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 326 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 327 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 328 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 329 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 330 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [3 4 1 3 3]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 331 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [ -2  -3  -7  -7 -10]
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L2 calculation: 0.0

DEBUG Segment 332 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-4 -8 -7 -6 -8]
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L2 calculation: 0.0

DEBUG Segment 333 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-17 -19 -16 -16 -18]
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L2 calculation: 0.0

DEBUG Segment 334 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-20 -21 -25 -26 -26]
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L2 calculation: 0.0

DEBUG Segment 335 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 336 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [ 4  1 -1 -5 -4]
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L2 calculation: 0.0

DEBUG Segment 337 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-1 -2 -3 -4 -6]
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L2 calculation: 0.0

DEBUG Segment 338 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 339 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 340 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-12 -15 -19 -20 -19]
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L2 calculation: 0.0

DEBUG Segment 341 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-18 -16 -14 -10  -7]
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L2 calculation: 0.0

DEBUG Segment 342 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 343 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 344 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-24 -28 -31 -32 -29]
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L2 calculation: 0.0

DEBUG Segment 345 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 346 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 347 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 348 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-16 -19 -19 -20 -18]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 349 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-21 -22 -21 -20 -22]
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L2 calculation: 0.0

DEBUG Segment 350 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-30 -31 -29 -29 -24]
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L2 calculation: 0.0

DEBUG Segment 351 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 352 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 353 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 354 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-3 -4 -3  1  4]
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L2 calculation: 0.0

DEBUG Segment 355 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 356 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 357 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-3 -1 -3 -2 -3]
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L2 calculation: 0.0

DEBUG Segment 358 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-6 -6 -9 -7 -6]
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L2 calculation: 0.0

DEBUG Segment 359 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-1 -3 -4 -6 -3]
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L2 calculation: 0.0

DEBUG Segment 360 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-10 -12 -14 -13 -10]
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L2 calculation: 0.0

DEBUG Segment 361 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [ -9 -12 -12 -15 -11]
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L2 calculation: 0.0

DEBUG Segment 362 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-3 -4 -2 -6 -7]
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L2 calculation: 0.0

DEBUG Segment 363 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [ 1 -1 -1  1  4]
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L2 calculation: 0.0

DEBUG Segment 364 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [ 1  1  3 -1 -6]
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L2 calculation: 0.0

DEBUG Segment 365 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-5 -4 -1  2  3]
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L2 calculation: 0.0

DEBUG Segment 366 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-6 -6 -3 -1 -4]
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L2 calculation: 0.0

DEBUG Segment 367 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-10 -10  -8  -9  -8]
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L2 calculation: 0.0

DEBUG Segment 368 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [ -6  -7 -11  -8  -6]
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L2 calculation: 0.0

DEBUG Segment 369 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 370 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-13 -14 -16 -18 -12]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 371 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-19 -21 -21 -25 -29]
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L2 calculation: 0.0

DEBUG Segment 372 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-26 -24 -24 -28 -29]
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L2 calculation: 0.0

DEBUG Segment 373 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-12 -11 -11 -12 -16]
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L2 calculation: 0.0

DEBUG Segment 374 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [ -6  -7 -10 -12 -11]
Raw difference: [0 0 0 0 0]
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L2 calculation: 0.0

DEBUG Segment 375 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 376 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-21 -20 -22 -26 -24]
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L2 calculation: 0.0

DEBUG Segment 377 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-14 -16 -17 -16 -20]
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L2 calculation: 0.0

DEBUG Segment 378 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 379 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-15 -14 -13 -16 -17]
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L2 calculation: 0.0

DEBUG Segment 380 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-13 -15 -17 -19 -19]
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L2 calculation: 0.0

DEBUG Segment 381 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-12 -11 -11 -13 -14]
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L2 calculation: 0.0

DEBUG Segment 382 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-17 -16 -16 -18 -21]
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L2 calculation: 0.0

DEBUG Segment 383 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-18 -20 -22 -24 -22]
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L2 calculation: 0.0

DEBUG Segment 384 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-24 -25 -32 -34 -33]
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L2 calculation: 0.0

DEBUG Segment 385 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-28 -33 -34 -37 -38]
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L2 calculation: 0.0

DEBUG Segment 386 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-33 -37 -39 -38 -38]
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L2 calculation: 0.0

DEBUG Segment 387 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-32 -34 -35 -39 -38]
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L2 calculation: 0.0

DEBUG Segment 388 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-27 -27 -28 -31 -33]
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L2 calculation: 0.0

DEBUG Segment 389 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-32 -33 -33 -35 -39]
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L2 calculation: 0.0

DEBUG Segment 390 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 391 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-26 -29 -31 -32 -30]
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DEBUG Segment 392 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 393 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-24 -25 -25 -22 -28]
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DEBUG Segment 394 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 395 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 396 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-24 -21 -22 -24 -28]
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DEBUG Segment 397 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 398 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 399 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 400 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 401 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 402 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 403 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 404 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 405 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 406 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 407 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 408 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 409 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 410 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 411 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 412 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 413 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-3 -2 -2 -4 -6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 414 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-3 -2 -5 -7 -7]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 415 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-14 -16 -20 -21 -23]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 416 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-31 -29 -31 -32 -33]
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L2 calculation: 0.0

DEBUG Segment 417 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 418 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 419 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-22 -24 -23 -23 -21]
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L2 calculation: 0.0

DEBUG Segment 420 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-44 -42 -42 -45 -46]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 421 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-41 -41 -42 -44 -46]
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L2 calculation: 0.0

DEBUG Segment 422 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-27 -28 -29 -30 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 423 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-13 -16 -19 -22 -21]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 424 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-17 -22 -22 -19 -20]
Raw difference: [0 0 0 0 0]
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L2 calculation: 0.0

DEBUG Segment 425 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-21 -26 -28 -27 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 426 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-30 -30 -30 -31 -34]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 427 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-31 -26 -28 -32 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 428 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-17 -19 -21 -20 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 429 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-11  -9 -11 -13 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 430 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-12 -14 -14 -12 -12]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 431 (NLMS Elgendi Beats (5min)):
Original[4:9]: [-26 -22 -21 -22 -26]
Recon[4:9]:    [-26 -22 -21 -22 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 432 (NLMS Elgendi Beats (5min)):
Original[4:9]: [-24 -28 -27 -29 -26]
Recon[4:9]:    [-24 -28 -27 -29 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- NLMS Elgendi Beats (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added NLMS results for Elgendi Beats: CR Rice=1.539, CR Huff=1.705, mean L2=34.21143
Best params for GASS Elgendi Beats (10s): {'order': 4, 'mu': 1e-07, 'rho': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [35 35 35 35 35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (GASS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 2 (GASS Elgendi Beats (5min)):
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DEBUG Segment 3 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-128 -132 -128 -121 -119]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-120 -118 -116 -114 -110]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-76 -78 -75 -72 -72]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-67 -62 -62 -63 -61]
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L2 calculation: 0.0

DEBUG Segment 7 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-49 -44 -40 -40 -41]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-41 -40 -41 -37 -36]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-31 -30 -30 -27 -30]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-20 -16 -17 -16 -16]
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L2 calculation: 0.0

DEBUG Segment 11 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-33 -29 -23 -21 -19]
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L2 calculation: 0.0

DEBUG Segment 12 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [19 22 29 21 -5]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [11 15 19 20 21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-8 -2  3  4  3]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (GASS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 16 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-11 -13 -19 -20 -20]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (GASS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 18 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-20 -15 -13 -11 -11]
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L2 calculation: 0.0

DEBUG Segment 19 (GASS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 20 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-18 -20 -17 -17 -16]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-12  -8  -5  -3  -6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (GASS Elgendi Beats (5min)):
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Error stats: min=0, max=0, mean=0.0
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DEBUG Segment 23 (GASS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 24 (GASS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 25 (GASS Elgendi Beats (5min)):
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DEBUG Segment 26 (GASS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 27 (GASS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 28 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-41 -36 -30 -30 -29]
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L2 calculation: 0.0

DEBUG Segment 29 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-28 -25 -23 -23 -21]
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L2 calculation: 0.0

DEBUG Segment 30 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-30 -30 -24 -23 -22]
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DEBUG Segment 31 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-5 -1  1 -3 -6]
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DEBUG Segment 32 (GASS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 33 (GASS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 34 (GASS Elgendi Beats (5min)):
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DEBUG Segment 35 (GASS Elgendi Beats (5min)):
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DEBUG Segment 36 (GASS Elgendi Beats (5min)):
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DEBUG Segment 37 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-15 -13 -15 -14 -14]
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L2 calculation: 0.0

DEBUG Segment 38 (GASS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 39 (GASS Elgendi Beats (5min)):
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DEBUG Segment 40 (GASS Elgendi Beats (5min)):
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DEBUG Segment 41 (GASS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 42 (GASS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 43 (GASS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 44 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-13 -10 -11 -12 -14]
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L2 calculation: 0.0

DEBUG Segment 45 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-25 -26 -24 -23 -22]
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L2 calculation: 0.0

DEBUG Segment 46 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-32 -32 -32 -34 -38]
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L2 calculation: 0.0

DEBUG Segment 47 (GASS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 48 (GASS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 49 (GASS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 50 (GASS Elgendi Beats (5min)):
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DEBUG Segment 51 (GASS Elgendi Beats (5min)):
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DEBUG Segment 52 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [15 18 18 18 18]
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L2 calculation: 0.0

DEBUG Segment 53 (GASS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 54 (GASS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 55 (GASS Elgendi Beats (5min)):
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DEBUG Segment 56 (GASS Elgendi Beats (5min)):
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DEBUG Segment 57 (GASS Elgendi Beats (5min)):
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DEBUG Segment 58 (GASS Elgendi Beats (5min)):
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DEBUG Segment 59 (GASS Elgendi Beats (5min)):
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DEBUG Segment 60 (GASS Elgendi Beats (5min)):
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DEBUG Segment 61 (GASS Elgendi Beats (5min)):
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DEBUG Segment 62 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-31 -32 -31 -31 -31]
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DEBUG Segment 90 (GASS Elgendi Beats (5min)):
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DEBUG Segment 98 (GASS Elgendi Beats (5min)):
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DEBUG Segment 99 (GASS Elgendi Beats (5min)):
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DEBUG Segment 100 (GASS Elgendi Beats (5min)):
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DEBUG Segment 101 (GASS Elgendi Beats (5min)):
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DEBUG Segment 102 (GASS Elgendi Beats (5min)):
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DEBUG Segment 103 (GASS Elgendi Beats (5min)):
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DEBUG Segment 105 (GASS Elgendi Beats (5min)):
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DEBUG Segment 106 (GASS Elgendi Beats (5min)):
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DEBUG Segment 107 (GASS Elgendi Beats (5min)):
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DEBUG Segment 108 (GASS Elgendi Beats (5min)):
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DEBUG Segment 109 (GASS Elgendi Beats (5min)):
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DEBUG Segment 110 (GASS Elgendi Beats (5min)):
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DEBUG Segment 146 (GASS Elgendi Beats (5min)):
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DEBUG Segment 180 (GASS Elgendi Beats (5min)):
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DEBUG Segment 182 (GASS Elgendi Beats (5min)):
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DEBUG Segment 189 (GASS Elgendi Beats (5min)):
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DEBUG Segment 190 (GASS Elgendi Beats (5min)):
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DEBUG Segment 271 (GASS Elgendi Beats (5min)):
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DEBUG Segment 279 (GASS Elgendi Beats (5min)):
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DEBUG Segment 315 (GASS Elgendi Beats (5min)):
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DEBUG Segment 316 (GASS Elgendi Beats (5min)):
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DEBUG Segment 317 (GASS Elgendi Beats (5min)):
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DEBUG Segment 318 (GASS Elgendi Beats (5min)):
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DEBUG Segment 319 (GASS Elgendi Beats (5min)):
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DEBUG Segment 320 (GASS Elgendi Beats (5min)):
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DEBUG Segment 321 (GASS Elgendi Beats (5min)):
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DEBUG Segment 322 (GASS Elgendi Beats (5min)):
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DEBUG Segment 323 (GASS Elgendi Beats (5min)):
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DEBUG Segment 324 (GASS Elgendi Beats (5min)):
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DEBUG Segment 325 (GASS Elgendi Beats (5min)):
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DEBUG Segment 326 (GASS Elgendi Beats (5min)):
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DEBUG Segment 328 (GASS Elgendi Beats (5min)):
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DEBUG Segment 330 (GASS Elgendi Beats (5min)):
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DEBUG Segment 331 (GASS Elgendi Beats (5min)):
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DEBUG Segment 332 (GASS Elgendi Beats (5min)):
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DEBUG Segment 333 (GASS Elgendi Beats (5min)):
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DEBUG Segment 334 (GASS Elgendi Beats (5min)):
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DEBUG Segment 335 (GASS Elgendi Beats (5min)):
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DEBUG Segment 336 (GASS Elgendi Beats (5min)):
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DEBUG Segment 337 (GASS Elgendi Beats (5min)):
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DEBUG Segment 338 (GASS Elgendi Beats (5min)):
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DEBUG Segment 339 (GASS Elgendi Beats (5min)):
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DEBUG Segment 340 (GASS Elgendi Beats (5min)):
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DEBUG Segment 341 (GASS Elgendi Beats (5min)):
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DEBUG Segment 342 (GASS Elgendi Beats (5min)):
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DEBUG Segment 343 (GASS Elgendi Beats (5min)):
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DEBUG Segment 344 (GASS Elgendi Beats (5min)):
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DEBUG Segment 345 (GASS Elgendi Beats (5min)):
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DEBUG Segment 346 (GASS Elgendi Beats (5min)):
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DEBUG Segment 347 (GASS Elgendi Beats (5min)):
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DEBUG Segment 348 (GASS Elgendi Beats (5min)):
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DEBUG Segment 349 (GASS Elgendi Beats (5min)):
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DEBUG Segment 350 (GASS Elgendi Beats (5min)):
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DEBUG Segment 351 (GASS Elgendi Beats (5min)):
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DEBUG Segment 352 (GASS Elgendi Beats (5min)):
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DEBUG Segment 353 (GASS Elgendi Beats (5min)):
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DEBUG Segment 354 (GASS Elgendi Beats (5min)):
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DEBUG Segment 355 (GASS Elgendi Beats (5min)):
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DEBUG Segment 356 (GASS Elgendi Beats (5min)):
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DEBUG Segment 357 (GASS Elgendi Beats (5min)):
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DEBUG Segment 358 (GASS Elgendi Beats (5min)):
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DEBUG Segment 359 (GASS Elgendi Beats (5min)):
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DEBUG Segment 360 (GASS Elgendi Beats (5min)):
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DEBUG Segment 361 (GASS Elgendi Beats (5min)):
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DEBUG Segment 362 (GASS Elgendi Beats (5min)):
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DEBUG Segment 363 (GASS Elgendi Beats (5min)):
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DEBUG Segment 364 (GASS Elgendi Beats (5min)):
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DEBUG Segment 365 (GASS Elgendi Beats (5min)):
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DEBUG Segment 366 (GASS Elgendi Beats (5min)):
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DEBUG Segment 367 (GASS Elgendi Beats (5min)):
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DEBUG Segment 368 (GASS Elgendi Beats (5min)):
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DEBUG Segment 369 (GASS Elgendi Beats (5min)):
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DEBUG Segment 370 (GASS Elgendi Beats (5min)):
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DEBUG Segment 371 (GASS Elgendi Beats (5min)):
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DEBUG Segment 372 (GASS Elgendi Beats (5min)):
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DEBUG Segment 373 (GASS Elgendi Beats (5min)):
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DEBUG Segment 374 (GASS Elgendi Beats (5min)):
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DEBUG Segment 375 (GASS Elgendi Beats (5min)):
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DEBUG Segment 376 (GASS Elgendi Beats (5min)):
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DEBUG Segment 377 (GASS Elgendi Beats (5min)):
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DEBUG Segment 378 (GASS Elgendi Beats (5min)):
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DEBUG Segment 380 (GASS Elgendi Beats (5min)):
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DEBUG Segment 381 (GASS Elgendi Beats (5min)):
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DEBUG Segment 382 (GASS Elgendi Beats (5min)):
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DEBUG Segment 383 (GASS Elgendi Beats (5min)):
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DEBUG Segment 384 (GASS Elgendi Beats (5min)):
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DEBUG Segment 385 (GASS Elgendi Beats (5min)):
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DEBUG Segment 387 (GASS Elgendi Beats (5min)):
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DEBUG Segment 388 (GASS Elgendi Beats (5min)):
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DEBUG Segment 389 (GASS Elgendi Beats (5min)):
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DEBUG Segment 390 (GASS Elgendi Beats (5min)):
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DEBUG Segment 391 (GASS Elgendi Beats (5min)):
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DEBUG Segment 392 (GASS Elgendi Beats (5min)):
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DEBUG Segment 393 (GASS Elgendi Beats (5min)):
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DEBUG Segment 394 (GASS Elgendi Beats (5min)):
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DEBUG Segment 395 (GASS Elgendi Beats (5min)):
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DEBUG Segment 396 (GASS Elgendi Beats (5min)):
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DEBUG Segment 397 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-13 -13 -15 -17 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 398 (GASS Elgendi Beats (5min)):
Original[4:9]: [-23 -23 -20 -23 -25]
Recon[4:9]:    [-23 -23 -20 -23 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 399 (GASS Elgendi Beats (5min)):
Original[4:9]: [-19 -18 -18 -19 -21]
Recon[4:9]:    [-19 -18 -18 -19 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 400 (GASS Elgendi Beats (5min)):
Original[4:9]: [-16 -17 -18 -23 -23]
Recon[4:9]:    [-16 -17 -18 -23 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 401 (GASS Elgendi Beats (5min)):
Original[4:9]: [-15 -13 -13 -17 -18]
Recon[4:9]:    [-15 -13 -13 -17 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 402 (GASS Elgendi Beats (5min)):
Original[4:9]: [-27 -29 -31 -32 -31]
Recon[4:9]:    [-27 -29 -31 -32 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 403 (GASS Elgendi Beats (5min)):
Original[4:9]: [-25 -27 -29 -31 -33]
Recon[4:9]:    [-25 -27 -29 -31 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 404 (GASS Elgendi Beats (5min)):
Original[4:9]: [-17 -17 -22 -20 -20]
Recon[4:9]:    [-17 -17 -22 -20 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 405 (GASS Elgendi Beats (5min)):
Original[4:9]: [-19 -23 -25 -25 -25]
Recon[4:9]:    [-19 -23 -25 -25 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 406 (GASS Elgendi Beats (5min)):
Original[4:9]: [-25 -27 -29 -33 -31]
Recon[4:9]:    [-25 -27 -29 -33 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 407 (GASS Elgendi Beats (5min)):
Original[4:9]: [-24 -26 -24 -27 -31]
Recon[4:9]:    [-24 -26 -24 -27 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 408 (GASS Elgendi Beats (5min)):
Original[4:9]: [-10  -9  -9 -13 -16]
Recon[4:9]:    [-10  -9  -9 -13 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 409 (GASS Elgendi Beats (5min)):
Original[4:9]: [ -9 -11 -14 -16 -13]
Recon[4:9]:    [ -9 -11 -14 -16 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 410 (GASS Elgendi Beats (5min)):
Original[4:9]: [-20 -20 -20 -18 -20]
Recon[4:9]:    [-20 -20 -20 -18 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 411 (GASS Elgendi Beats (5min)):
Original[4:9]: [-20 -25 -27 -27 -26]
Recon[4:9]:    [-20 -25 -27 -27 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 412 (GASS Elgendi Beats (5min)):
Original[4:9]: [-14 -16 -16 -16 -17]
Recon[4:9]:    [-14 -16 -16 -16 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 413 (GASS Elgendi Beats (5min)):
Original[4:9]: [-3 -2 -2 -4 -6]
Recon[4:9]:    [-3 -2 -2 -4 -6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 414 (GASS Elgendi Beats (5min)):
Original[4:9]: [-3 -2 -5 -7 -7]
Recon[4:9]:    [-3 -2 -5 -7 -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 415 (GASS Elgendi Beats (5min)):
Original[4:9]: [-14 -16 -20 -21 -23]
Recon[4:9]:    [-14 -16 -20 -21 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 416 (GASS Elgendi Beats (5min)):
Original[4:9]: [-31 -29 -31 -32 -33]
Recon[4:9]:    [-31 -29 -31 -32 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 417 (GASS Elgendi Beats (5min)):
Original[4:9]: [-18 -17 -16 -17 -23]
Recon[4:9]:    [-18 -17 -16 -17 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 418 (GASS Elgendi Beats (5min)):
Original[4:9]: [-25 -22 -23 -23 -26]
Recon[4:9]:    [-25 -22 -23 -23 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 419 (GASS Elgendi Beats (5min)):
Original[4:9]: [-22 -24 -23 -23 -21]
Recon[4:9]:    [-22 -24 -23 -23 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 420 (GASS Elgendi Beats (5min)):
Original[4:9]: [-44 -42 -42 -45 -46]
Recon[4:9]:    [-44 -42 -42 -45 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 421 (GASS Elgendi Beats (5min)):
Original[4:9]: [-41 -41 -42 -44 -46]
Recon[4:9]:    [-41 -41 -42 -44 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 422 (GASS Elgendi Beats (5min)):
Original[4:9]: [-27 -28 -29 -30 -32]
Recon[4:9]:    [-27 -28 -29 -30 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 423 (GASS Elgendi Beats (5min)):
Original[4:9]: [-13 -16 -19 -22 -21]
Recon[4:9]:    [-13 -16 -19 -22 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 424 (GASS Elgendi Beats (5min)):
Original[4:9]: [-17 -22 -22 -19 -20]
Recon[4:9]:    [-17 -22 -22 -19 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 425 (GASS Elgendi Beats (5min)):
Original[4:9]: [-21 -26 -28 -27 -27]
Recon[4:9]:    [-21 -26 -28 -27 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 426 (GASS Elgendi Beats (5min)):
Original[4:9]: [-30 -30 -30 -31 -34]
Recon[4:9]:    [-30 -30 -30 -31 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 427 (GASS Elgendi Beats (5min)):
Original[4:9]: [-31 -26 -28 -32 -31]
Recon[4:9]:    [-31 -26 -28 -32 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 428 (GASS Elgendi Beats (5min)):
Original[4:9]: [-17 -19 -21 -20 -20]
Recon[4:9]:    [-17 -19 -21 -20 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 429 (GASS Elgendi Beats (5min)):
Original[4:9]: [-11  -9 -11 -13 -18]
Recon[4:9]:    [-11  -9 -11 -13 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 430 (GASS Elgendi Beats (5min)):
Original[4:9]: [-12 -14 -14 -12 -12]
Recon[4:9]:    [-12 -14 -14 -12 -12]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 431 (GASS Elgendi Beats (5min)):
Original[4:9]: [-26 -22 -21 -22 -26]
Recon[4:9]:    [-26 -22 -21 -22 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 432 (GASS Elgendi Beats (5min)):
Original[4:9]: [-24 -28 -27 -29 -26]
Recon[4:9]:    [-24 -28 -27 -29 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- GASS Elgendi Beats (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added GASS results for Elgendi Beats: CR Rice=1.918, CR Huff=2.067, mean L2=15.49976
Best params for LMS Hamilton Beats (10s): {'order': 4, 'mu': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (LMS Hamilton Beats (5min)):
Original[4:9]: [35 35 35 35 35]
Recon[4:9]:    [35 35 35 35 35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (LMS Hamilton Beats (5min)):
Original[4:9]: [-34 -34 -36 -35 -33]
Recon[4:9]:    [-34 -34 -36 -35 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -57 -54 -54 -59]
Recon[4:9]:    [-59 -57 -54 -54 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (LMS Hamilton Beats (5min)):
Original[4:9]: [-103  -93  -92  -93  -99]
Recon[4:9]:    [-103  -93  -92  -93  -99]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (LMS Hamilton Beats (5min)):
Original[4:9]: [-125 -123 -120 -122 -122]
Recon[4:9]:    [-125 -123 -120 -122 -122]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (LMS Hamilton Beats (5min)):
Original[4:9]: [-81 -82 -82 -80 -78]
Recon[4:9]:    [-81 -82 -82 -80 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (LMS Hamilton Beats (5min)):
Original[4:9]: [-67 -62 -63 -61 -64]
Recon[4:9]:    [-67 -62 -63 -61 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (LMS Hamilton Beats (5min)):
Original[4:9]: [-46 -43 -40 -38 -38]
Recon[4:9]:    [-46 -43 -40 -38 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (LMS Hamilton Beats (5min)):
Original[4:9]: [-40 -42 -42 -43 -40]
Recon[4:9]:    [-40 -42 -42 -43 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (LMS Hamilton Beats (5min)):
Original[4:9]: [-37 -35 -31 -33 -33]
Recon[4:9]:    [-37 -35 -31 -33 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (LMS Hamilton Beats (5min)):
Original[4:9]: [-25 -23 -20 -16 -17]
Recon[4:9]:    [-25 -23 -20 -16 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (LMS Hamilton Beats (5min)):
Original[4:9]: [ 2 -4 -7  1 10]
Recon[4:9]:    [ 2 -4 -7  1 10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (LMS Hamilton Beats (5min)):
Original[4:9]: [ 15  14   3 -10 -16]
Recon[4:9]:    [ 15  14   3 -10 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (LMS Hamilton Beats (5min)):
Original[4:9]: [ 6 11 15 19 20]
Recon[4:9]:    [ 6 11 15 19 20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (LMS Hamilton Beats (5min)):
Original[4:9]: [-11  -8  -8  -2   3]
Recon[4:9]:    [-11  -8  -8  -2   3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (LMS Hamilton Beats (5min)):
Original[4:9]: [-18 -13 -10  -8 -10]
Recon[4:9]:    [-18 -13 -10  -8 -10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (LMS Hamilton Beats (5min)):
Original[4:9]: [-24 -21 -20 -18 -16]
Recon[4:9]:    [-24 -21 -20 -18 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (LMS Hamilton Beats (5min)):
Original[4:9]: [-11  -9  -9 -10  -8]
Recon[4:9]:    [-11  -9  -9 -10  -8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (LMS Hamilton Beats (5min)):
Original[4:9]: [-24 -20 -15 -13 -11]
Recon[4:9]:    [-24 -20 -15 -13 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (LMS Hamilton Beats (5min)):
Original[4:9]: [-21 -19 -19 -16 -15]
Recon[4:9]:    [-21 -19 -19 -16 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (LMS Hamilton Beats (5min)):
Original[4:9]: [-27 -22 -18 -20 -17]
Recon[4:9]:    [-27 -22 -18 -20 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (LMS Hamilton Beats (5min)):
Original[4:9]: [-15 -15 -12  -8  -5]
Recon[4:9]:    [-15 -15 -12  -8  -5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (LMS Hamilton Beats (5min)):
Original[4:9]: [-7 -4 -2 -2  1]
Recon[4:9]:    [-7 -4 -2 -2  1]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (LMS Hamilton Beats (5min)):
Original[4:9]: [-5 -5 -1  1  4]
Recon[4:9]:    [-5 -5 -1  1  4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (LMS Hamilton Beats (5min)):
Original[4:9]: [-12 -11 -15 -13 -11]
Recon[4:9]:    [-12 -11 -15 -13 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (LMS Hamilton Beats (5min)):
Original[4:9]: [-24 -23 -18 -14 -13]
Recon[4:9]:    [-24 -23 -18 -14 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (LMS Hamilton Beats (5min)):
Original[4:9]: [-17 -12  -7  -4  -2]
Recon[4:9]:    [-17 -12  -7  -4  -2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (LMS Hamilton Beats (5min)):
Original[4:9]: [-4 -5 -2  1  4]
Recon[4:9]:    [-4 -5 -2  1  4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (LMS Hamilton Beats (5min)):
Original[4:9]: [-41 -36 -30 -30 -29]
Recon[4:9]:    [-41 -36 -30 -30 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (LMS Hamilton Beats (5min)):
Original[4:9]: [-32 -28 -25 -23 -23]
Recon[4:9]:    [-32 -28 -25 -23 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (LMS Hamilton Beats (5min)):
Original[4:9]: [-33 -33 -30 -30 -24]
Recon[4:9]:    [-33 -33 -30 -30 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (LMS Hamilton Beats (5min)):
Original[4:9]: [-6 -7 -5 -1  1]
Recon[4:9]:    [-6 -7 -5 -1  1]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (LMS Hamilton Beats (5min)):
Original[4:9]: [-7 -8 -8 -5 -3]
Recon[4:9]:    [-7 -8 -8 -5 -3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (LMS Hamilton Beats (5min)):
Original[4:9]: [-15 -12 -12  -8  -7]
Recon[4:9]:    [-15 -12 -12  -8  -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (LMS Hamilton Beats (5min)):
Original[4:9]: [-25 -21 -20 -20 -19]
Recon[4:9]:    [-25 -21 -20 -20 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (LMS Hamilton Beats (5min)):
Original[4:9]: [-17 -17 -18 -17 -16]
Recon[4:9]:    [-17 -17 -18 -17 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (LMS Hamilton Beats (5min)):
Original[4:9]: [-13 -13 -15 -14 -15]
Recon[4:9]:    [-13 -13 -15 -14 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (LMS Hamilton Beats (5min)):
Original[4:9]: [-14 -15 -13 -15 -14]
Recon[4:9]:    [-14 -15 -13 -15 -14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (LMS Hamilton Beats (5min)):
Original[4:9]: [-10 -11 -12  -8  -7]
Recon[4:9]:    [-10 -11 -12  -8  -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (LMS Hamilton Beats (5min)):
Original[4:9]: [-4 -4 -1  1  0]
Recon[4:9]:    [-4 -4 -1  1  0]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (LMS Hamilton Beats (5min)):
Original[4:9]: [-6 -4 -5 -5 -3]
Recon[4:9]:    [-6 -4 -5 -5 -3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (LMS Hamilton Beats (5min)):
Original[4:9]: [-9 -8 -6 -2 -5]
Recon[4:9]:    [-9 -8 -6 -2 -5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -6  -8 -10 -11  -7]
Recon[4:9]:    [ -6  -8 -10 -11  -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (LMS Hamilton Beats (5min)):
Original[4:9]: [-3 -5 -7 -7 -6]
Recon[4:9]:    [-3 -5 -7 -7 -6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (LMS Hamilton Beats (5min)):
Original[4:9]: [-15 -13 -10 -11 -12]
Recon[4:9]:    [-15 -13 -10 -11 -12]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (LMS Hamilton Beats (5min)):
Original[4:9]: [-25 -26 -24 -23 -22]
Recon[4:9]:    [-25 -26 -24 -23 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (LMS Hamilton Beats (5min)):
Original[4:9]: [-32 -32 -32 -34 -38]
Recon[4:9]:    [-32 -32 -32 -34 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (LMS Hamilton Beats (5min)):
Original[4:9]: [-37 -34 -35 -35 -37]
Recon[4:9]:    [-37 -34 -35 -35 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (LMS Hamilton Beats (5min)):
Original[4:9]: [-30 -29 -26 -26 -26]
Recon[4:9]:    [-30 -29 -26 -26 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -9 -13 -13 -10 -10]
Recon[4:9]:    [ -9 -13 -13 -10 -10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (LMS Hamilton Beats (5min)):
Original[4:9]: [-13 -12 -12 -13 -16]
Recon[4:9]:    [-13 -12 -12 -13 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (LMS Hamilton Beats (5min)):
Original[4:9]: [15 15 16 17 17]
Recon[4:9]:    [15 15 16 17 17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (LMS Hamilton Beats (5min)):
Original[4:9]: [18 15 18 18 18]
Recon[4:9]:    [18 15 18 18 18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 53 (LMS Hamilton Beats (5min)):
Original[4:9]: [21 17 18 20 17]
Recon[4:9]:    [21 17 18 20 17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 54 (LMS Hamilton Beats (5min)):
Original[4:9]: [2 2 6 9 6]
Recon[4:9]:    [2 2 6 9 6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 55 (LMS Hamilton Beats (5min)):
Original[4:9]: [ 0 -5 -7 -5 -2]
Recon[4:9]:    [ 0 -5 -7 -5 -2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 56 (LMS Hamilton Beats (5min)):
Original[4:9]: [ 1  0  1 -4 -7]
Recon[4:9]:    [ 1  0  1 -4 -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 57 (LMS Hamilton Beats (5min)):
Original[4:9]: [ 1 -2 -1  0 -1]
Recon[4:9]:    [ 1 -2 -1  0 -1]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 58 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -3  -5 -10 -10  -7]
Recon[4:9]:    [ -3  -5 -10 -10  -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 59 (LMS Hamilton Beats (5min)):
Original[4:9]: [-12 -12 -13 -15 -20]
Recon[4:9]:    [-12 -12 -13 -15 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 60 (LMS Hamilton Beats (5min)):
Original[4:9]: [-28 -28 -28 -27 -21]
Recon[4:9]:    [-28 -28 -28 -27 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 61 (LMS Hamilton Beats (5min)):
Original[4:9]: [-13 -14 -11 -10 -13]
Recon[4:9]:    [-13 -14 -11 -10 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 62 (LMS Hamilton Beats (5min)):
Original[4:9]: [-29 -31 -32 -31 -31]
Recon[4:9]:    [-29 -31 -32 -31 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 63 (LMS Hamilton Beats (5min)):
Original[4:9]: [-25 -27 -32 -31 -29]
Recon[4:9]:    [-25 -27 -32 -31 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 64 (LMS Hamilton Beats (5min)):
Original[4:9]: [-25 -23 -24 -25 -23]
Recon[4:9]:    [-25 -23 -24 -25 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 65 (LMS Hamilton Beats (5min)):
Original[4:9]: [-28 -29 -33 -33 -33]
Recon[4:9]:    [-28 -29 -33 -33 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 66 (LMS Hamilton Beats (5min)):
Original[4:9]: [-29 -30 -33 -35 -37]
Recon[4:9]:    [-29 -30 -33 -35 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 67 (LMS Hamilton Beats (5min)):
Original[4:9]: [-32 -30 -36 -38 -38]
Recon[4:9]:    [-32 -30 -36 -38 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 68 (LMS Hamilton Beats (5min)):
Original[4:9]: [-43 -46 -49 -51 -47]
Recon[4:9]:    [-43 -46 -49 -51 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 69 (LMS Hamilton Beats (5min)):
Original[4:9]: [-45 -42 -42 -43 -47]
Recon[4:9]:    [-45 -42 -42 -43 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 70 (LMS Hamilton Beats (5min)):
Original[4:9]: [-29 -33 -31 -34 -35]
Recon[4:9]:    [-29 -33 -31 -34 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 71 (LMS Hamilton Beats (5min)):
Original[4:9]: [-35 -35 -37 -41 -41]
Recon[4:9]:    [-35 -35 -37 -41 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 72 (LMS Hamilton Beats (5min)):
Original[4:9]: [-32 -31 -29 -34 -35]
Recon[4:9]:    [-32 -31 -29 -34 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 73 (LMS Hamilton Beats (5min)):
Original[4:9]: [-39 -38 -39 -42 -41]
Recon[4:9]:    [-39 -38 -39 -42 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 74 (LMS Hamilton Beats (5min)):
Original[4:9]: [-25 -27 -29 -27 -26]
Recon[4:9]:    [-25 -27 -29 -27 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 75 (LMS Hamilton Beats (5min)):
Original[4:9]: [-18 -15 -13 -15 -16]
Recon[4:9]:    [-18 -15 -13 -15 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 76 (LMS Hamilton Beats (5min)):
Original[4:9]: [-16 -16 -15 -17 -17]
Recon[4:9]:    [-16 -16 -15 -17 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 77 (LMS Hamilton Beats (5min)):
Original[4:9]: [-22 -21 -21 -22 -24]
Recon[4:9]:    [-22 -21 -21 -22 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 78 (LMS Hamilton Beats (5min)):
Original[4:9]: [-13 -12 -14 -18 -20]
Recon[4:9]:    [-13 -12 -14 -18 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 79 (LMS Hamilton Beats (5min)):
Original[4:9]: [-20 -19 -20 -21 -21]
Recon[4:9]:    [-20 -19 -20 -21 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 80 (LMS Hamilton Beats (5min)):
Original[4:9]: [-12 -10 -11 -14 -15]
Recon[4:9]:    [-12 -10 -11 -14 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 81 (LMS Hamilton Beats (5min)):
Original[4:9]: [-12 -13 -16 -18 -19]
Recon[4:9]:    [-12 -13 -16 -18 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 82 (LMS Hamilton Beats (5min)):
Original[4:9]: [-11 -11 -10 -11 -12]
Recon[4:9]:    [-11 -11 -10 -11 -12]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 83 (LMS Hamilton Beats (5min)):
Original[4:9]: [-14 -13 -15 -17 -19]
Recon[4:9]:    [-14 -13 -15 -17 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 84 (LMS Hamilton Beats (5min)):
Original[4:9]: [-19 -18 -22 -24 -25]
Recon[4:9]:    [-19 -18 -22 -24 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 85 (LMS Hamilton Beats (5min)):
Original[4:9]: [-27 -29 -30 -35 -33]
Recon[4:9]:    [-27 -29 -30 -35 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 86 (LMS Hamilton Beats (5min)):
Original[4:9]: [-19 -19 -22 -27 -24]
Recon[4:9]:    [-19 -19 -22 -27 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 87 (LMS Hamilton Beats (5min)):
Original[4:9]: [-14 -15 -16 -20 -20]
Recon[4:9]:    [-14 -15 -16 -20 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 88 (LMS Hamilton Beats (5min)):
Original[4:9]: [-3 -8 -9 -9 -8]
Recon[4:9]:    [-3 -8 -9 -9 -8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 89 (LMS Hamilton Beats (5min)):
Original[4:9]: [-11 -14 -14 -17 -19]
Recon[4:9]:    [-11 -14 -14 -17 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 90 (LMS Hamilton Beats (5min)):
Original[4:9]: [-21 -22 -25 -26 -24]
Recon[4:9]:    [-21 -22 -25 -26 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 91 (LMS Hamilton Beats (5min)):
Original[4:9]: [-21 -21 -21 -20 -23]
Recon[4:9]:    [-21 -21 -21 -20 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 92 (LMS Hamilton Beats (5min)):
Original[4:9]: [-14 -14 -20 -21 -18]
Recon[4:9]:    [-14 -14 -20 -21 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 93 (LMS Hamilton Beats (5min)):
Original[4:9]: [-15 -17 -19 -22 -19]
Recon[4:9]:    [-15 -17 -19 -22 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 94 (LMS Hamilton Beats (5min)):
Original[4:9]: [-14 -14 -14 -16 -19]
Recon[4:9]:    [-14 -14 -14 -16 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 95 (LMS Hamilton Beats (5min)):
Original[4:9]: [-23 -24 -26 -25 -27]
Recon[4:9]:    [-23 -24 -26 -25 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 96 (LMS Hamilton Beats (5min)):
Original[4:9]: [-21 -25 -28 -28 -31]
Recon[4:9]:    [-21 -25 -28 -28 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 97 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -7  -9 -12 -14 -14]
Recon[4:9]:    [ -7  -9 -12 -14 -14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 98 (LMS Hamilton Beats (5min)):
Original[4:9]: [-10 -15 -16 -13 -14]
Recon[4:9]:    [-10 -15 -16 -13 -14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 99 (LMS Hamilton Beats (5min)):
Original[4:9]: [-20 -22 -25 -24 -23]
Recon[4:9]:    [-20 -22 -25 -24 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 100 (LMS Hamilton Beats (5min)):
Original[4:9]: [-35 -36 -40 -44 -42]
Recon[4:9]:    [-35 -36 -40 -44 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 101 (LMS Hamilton Beats (5min)):
Original[4:9]: [-34 -37 -38 -41 -38]
Recon[4:9]:    [-34 -37 -38 -41 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 102 (LMS Hamilton Beats (5min)):
Original[4:9]: [-18 -19 -17 -20 -23]
Recon[4:9]:    [-18 -19 -17 -20 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 103 (LMS Hamilton Beats (5min)):
Original[4:9]: [-12 -13 -12 -15 -15]
Recon[4:9]:    [-12 -13 -12 -15 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 104 (LMS Hamilton Beats (5min)):
Original[4:9]: [-20 -20 -19 -21 -24]
Recon[4:9]:    [-20 -20 -19 -21 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 105 (LMS Hamilton Beats (5min)):
Original[4:9]: [-31 -32 -31 -35 -34]
Recon[4:9]:    [-31 -32 -31 -35 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 106 (LMS Hamilton Beats (5min)):
Original[4:9]: [-25 -27 -28 -28 -31]
Recon[4:9]:    [-25 -27 -28 -28 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 107 (LMS Hamilton Beats (5min)):
Original[4:9]: [-14 -14 -14 -17 -19]
Recon[4:9]:    [-14 -14 -14 -17 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 108 (LMS Hamilton Beats (5min)):
Original[4:9]: [-16 -18 -18 -21 -21]
Recon[4:9]:    [-16 -18 -18 -21 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 109 (LMS Hamilton Beats (5min)):
Original[4:9]: [-19 -18 -19 -20 -24]
Recon[4:9]:    [-19 -18 -19 -20 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 110 (LMS Hamilton Beats (5min)):
Original[4:9]: [-21 -22 -26 -28 -29]
Recon[4:9]:    [-21 -22 -26 -28 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 111 (LMS Hamilton Beats (5min)):
Original[4:9]: [-22 -24 -21 -24 -28]
Recon[4:9]:    [-22 -24 -21 -24 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 112 (LMS Hamilton Beats (5min)):
Original[4:9]: [-13 -13 -12 -14 -14]
Recon[4:9]:    [-13 -13 -12 -14 -14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 113 (LMS Hamilton Beats (5min)):
Original[4:9]: [-14 -16 -20 -20 -19]
Recon[4:9]:    [-14 -16 -20 -20 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 114 (LMS Hamilton Beats (5min)):
Original[4:9]: [-16 -20 -18 -22 -23]
Recon[4:9]:    [-16 -20 -18 -22 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 115 (LMS Hamilton Beats (5min)):
Original[4:9]: [-51 -49 -49 -43 -37]
Recon[4:9]:    [-51 -49 -49 -43 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 116 (LMS Hamilton Beats (5min)):
Original[4:9]: [-22 -21 -23 -27 -31]
Recon[4:9]:    [-22 -21 -23 -27 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 117 (LMS Hamilton Beats (5min)):
Original[4:9]: [-13 -15 -16 -16 -13]
Recon[4:9]:    [-13 -15 -16 -16 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 118 (LMS Hamilton Beats (5min)):
Original[4:9]: [-19 -21 -22 -25 -24]
Recon[4:9]:    [-19 -21 -22 -25 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 119 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -4  -5  -8 -11 -10]
Recon[4:9]:    [ -4  -5  -8 -11 -10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 120 (LMS Hamilton Beats (5min)):
Original[4:9]: [-17 -22 -23 -23 -21]
Recon[4:9]:    [-17 -22 -23 -23 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 121 (LMS Hamilton Beats (5min)):
Original[4:9]: [-22 -17 -18 -20 -22]
Recon[4:9]:    [-22 -17 -18 -20 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 122 (LMS Hamilton Beats (5min)):
Original[4:9]: [-29 -27 -30 -32 -35]
Recon[4:9]:    [-29 -27 -30 -32 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 123 (LMS Hamilton Beats (5min)):
Original[4:9]: [-29 -28 -28 -30 -35]
Recon[4:9]:    [-29 -28 -28 -30 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 124 (LMS Hamilton Beats (5min)):
Original[4:9]: [-20 -21 -22 -21 -21]
Recon[4:9]:    [-20 -21 -22 -21 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 125 (LMS Hamilton Beats (5min)):
Original[4:9]: [-13 -16 -18 -19 -19]
Recon[4:9]:    [-13 -16 -18 -19 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 126 (LMS Hamilton Beats (5min)):
Original[4:9]: [-17 -20 -19 -19 -19]
Recon[4:9]:    [-17 -20 -19 -19 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 127 (LMS Hamilton Beats (5min)):
Original[4:9]: [-26 -28 -31 -30 -31]
Recon[4:9]:    [-26 -28 -31 -30 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 128 (LMS Hamilton Beats (5min)):
Original[4:9]: [-29 -28 -31 -32 -33]
Recon[4:9]:    [-29 -28 -31 -32 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 129 (LMS Hamilton Beats (5min)):
Original[4:9]: [-41 -43 -39 -41 -43]
Recon[4:9]:    [-41 -43 -39 -41 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 130 (LMS Hamilton Beats (5min)):
Original[4:9]: [-27 -30 -34 -33 -33]
Recon[4:9]:    [-27 -30 -34 -33 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 131 (LMS Hamilton Beats (5min)):
Original[4:9]: [-23 -26 -24 -24 -25]
Recon[4:9]:    [-23 -26 -24 -24 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 132 (LMS Hamilton Beats (5min)):
Original[4:9]: [-16 -15 -16 -22 -23]
Recon[4:9]:    [-16 -15 -16 -22 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 133 (LMS Hamilton Beats (5min)):
Original[4:9]: [-18 -20 -23 -26 -28]
Recon[4:9]:    [-18 -20 -23 -26 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 134 (LMS Hamilton Beats (5min)):
Original[4:9]: [-23 -25 -28 -27 -27]
Recon[4:9]:    [-23 -25 -28 -27 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 135 (LMS Hamilton Beats (5min)):
Original[4:9]: [-38 -42 -43 -41 -42]
Recon[4:9]:    [-38 -42 -43 -41 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 136 (LMS Hamilton Beats (5min)):
Original[4:9]: [-38 -39 -42 -41 -39]
Recon[4:9]:    [-38 -39 -42 -41 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 137 (LMS Hamilton Beats (5min)):
Original[4:9]: [-35 -36 -33 -30 -26]
Recon[4:9]:    [-35 -36 -33 -30 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 138 (LMS Hamilton Beats (5min)):
Original[4:9]: [-20 -21 -20 -19 -21]
Recon[4:9]:    [-20 -21 -20 -19 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 139 (LMS Hamilton Beats (5min)):
Original[4:9]: [-22 -21 -25 -26 -29]
Recon[4:9]:    [-22 -21 -25 -26 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 140 (LMS Hamilton Beats (5min)):
Original[4:9]: [-38 -41 -44 -45 -47]
Recon[4:9]:    [-38 -41 -44 -45 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 141 (LMS Hamilton Beats (5min)):
Original[4:9]: [-35 -37 -37 -37 -38]
Recon[4:9]:    [-35 -37 -37 -37 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 142 (LMS Hamilton Beats (5min)):
Original[4:9]: [-34 -35 -35 -33 -36]
Recon[4:9]:    [-34 -35 -35 -33 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 143 (LMS Hamilton Beats (5min)):
Original[4:9]: [-24 -28 -29 -29 -28]
Recon[4:9]:    [-24 -28 -29 -29 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 144 (LMS Hamilton Beats (5min)):
Original[4:9]: [-23 -24 -25 -26 -24]
Recon[4:9]:    [-23 -24 -25 -26 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 145 (LMS Hamilton Beats (5min)):
Original[4:9]: [-30 -31 -29 -29 -31]
Recon[4:9]:    [-30 -31 -29 -29 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 146 (LMS Hamilton Beats (5min)):
Original[4:9]: [-29 -31 -30 -29 -32]
Recon[4:9]:    [-29 -31 -30 -29 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 147 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -6 -11 -12 -16 -14]
Recon[4:9]:    [ -6 -11 -12 -16 -14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 148 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -5  -4  -8 -11  -9]
Recon[4:9]:    [ -5  -4  -8 -11  -9]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 149 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -8  -9 -10 -12 -16]
Recon[4:9]:    [ -8  -9 -10 -12 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 150 (LMS Hamilton Beats (5min)):
Original[4:9]: [-13 -16 -21 -20 -21]
Recon[4:9]:    [-13 -16 -21 -20 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 151 (LMS Hamilton Beats (5min)):
Original[4:9]: [-30 -29 -29 -32 -33]
Recon[4:9]:    [-30 -29 -29 -32 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 152 (LMS Hamilton Beats (5min)):
Original[4:9]: [-24 -26 -23 -21 -24]
Recon[4:9]:    [-24 -26 -23 -21 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 153 (LMS Hamilton Beats (5min)):
Original[4:9]: [-19 -18 -21 -26 -28]
Recon[4:9]:    [-19 -18 -21 -26 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 154 (LMS Hamilton Beats (5min)):
Original[4:9]: [-18 -22 -24 -23 -22]
Recon[4:9]:    [-18 -22 -24 -23 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 155 (LMS Hamilton Beats (5min)):
Original[4:9]: [-26 -26 -27 -27 -29]
Recon[4:9]:    [-26 -26 -27 -27 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 156 (LMS Hamilton Beats (5min)):
Original[4:9]: [-32 -36 -35 -34 -34]
Recon[4:9]:    [-32 -36 -35 -34 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 157 (LMS Hamilton Beats (5min)):
Original[4:9]: [-26 -29 -29 -29 -30]
Recon[4:9]:    [-26 -29 -29 -29 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 158 (LMS Hamilton Beats (5min)):
Original[4:9]: [-21 -26 -28 -29 -30]
Recon[4:9]:    [-21 -26 -28 -29 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 159 (LMS Hamilton Beats (5min)):
Original[4:9]: [-22 -24 -23 -24 -23]
Recon[4:9]:    [-22 -24 -23 -24 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 160 (LMS Hamilton Beats (5min)):
Original[4:9]: [-12 -12 -13 -17 -22]
Recon[4:9]:    [-12 -12 -13 -17 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 161 (LMS Hamilton Beats (5min)):
Original[4:9]: [-27 -29 -28 -29 -27]
Recon[4:9]:    [-27 -29 -28 -29 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 162 (LMS Hamilton Beats (5min)):
Original[4:9]: [-18 -20 -22 -24 -23]
Recon[4:9]:    [-18 -20 -22 -24 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 163 (LMS Hamilton Beats (5min)):
Original[4:9]: [-13 -14 -16 -17 -15]
Recon[4:9]:    [-13 -14 -16 -17 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 164 (LMS Hamilton Beats (5min)):
Original[4:9]: [-10 -10 -10 -13 -14]
Recon[4:9]:    [-10 -10 -10 -13 -14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 165 (LMS Hamilton Beats (5min)):
Original[4:9]: [ 2 -1 -2 -4 -5]
Recon[4:9]:    [ 2 -1 -2 -4 -5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 166 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -7  -9 -11 -11 -10]
Recon[4:9]:    [ -7  -9 -11 -11 -10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 167 (LMS Hamilton Beats (5min)):
Original[4:9]: [-14 -13 -17 -20 -23]
Recon[4:9]:    [-14 -13 -17 -20 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 168 (LMS Hamilton Beats (5min)):
Original[4:9]: [-3 -7 -7 -7 -6]
Recon[4:9]:    [-3 -7 -7 -7 -6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 169 (LMS Hamilton Beats (5min)):
Original[4:9]: [ 7  6  5  2 -1]
Recon[4:9]:    [ 7  6  5  2 -1]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 170 (LMS Hamilton Beats (5min)):
Original[4:9]: [-1  0  1  1 -5]
Recon[4:9]:    [-1  0  1  1 -5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 171 (LMS Hamilton Beats (5min)):
Original[4:9]: [ 1  0 -3 -4 -4]
Recon[4:9]:    [ 1  0 -3 -4 -4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 172 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -8 -10 -11 -10  -9]
Recon[4:9]:    [ -8 -10 -11 -10  -9]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 173 (LMS Hamilton Beats (5min)):
Original[4:9]: [-3 -6 -6 -8 -6]
Recon[4:9]:    [-3 -6 -6 -8 -6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 174 (LMS Hamilton Beats (5min)):
Original[4:9]: [-10 -11 -14 -18 -19]
Recon[4:9]:    [-10 -11 -14 -18 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 175 (LMS Hamilton Beats (5min)):
Original[4:9]: [-13 -16 -18 -19 -14]
Recon[4:9]:    [-13 -16 -18 -19 -14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 176 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -1  -3  -6  -9 -12]
Recon[4:9]:    [ -1  -3  -6  -9 -12]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 177 (LMS Hamilton Beats (5min)):
Original[4:9]: [ 3  5  6  3 -1]
Recon[4:9]:    [ 3  5  6  3 -1]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 178 (LMS Hamilton Beats (5min)):
Original[4:9]: [ 5  3 -1 -5 -4]
Recon[4:9]:    [ 5  3 -1 -5 -4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 179 (LMS Hamilton Beats (5min)):
Original[4:9]: [-11 -11 -12 -13 -14]
Recon[4:9]:    [-11 -11 -12 -13 -14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 180 (LMS Hamilton Beats (5min)):
Original[4:9]: [-18 -20 -23 -23 -23]
Recon[4:9]:    [-18 -20 -23 -23 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 181 (LMS Hamilton Beats (5min)):
Original[4:9]: [-10  -9 -10 -13 -15]
Recon[4:9]:    [-10  -9 -10 -13 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 182 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -5  -4  -4  -7 -11]
Recon[4:9]:    [ -5  -4  -4  -7 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 183 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -7  -8 -12 -14 -13]
Recon[4:9]:    [ -7  -8 -12 -14 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 184 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -7 -10 -13 -14 -15]
Recon[4:9]:    [ -7 -10 -13 -14 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 185 (LMS Hamilton Beats (5min)):
Original[4:9]: [-11 -14 -15 -13 -15]
Recon[4:9]:    [-11 -14 -15 -13 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 186 (LMS Hamilton Beats (5min)):
Original[4:9]: [-2 -3 -5 -5 -7]
Recon[4:9]:    [-2 -3 -5 -5 -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 187 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -6  -8 -12  -9  -8]
Recon[4:9]:    [ -6  -8 -12  -9  -8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 188 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -5  -7 -10 -11 -10]
Recon[4:9]:    [ -5  -7 -10 -11 -10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 189 (LMS Hamilton Beats (5min)):
Original[4:9]: [-17 -16 -12 -16 -16]
Recon[4:9]:    [-17 -16 -12 -16 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 190 (LMS Hamilton Beats (5min)):
Original[4:9]: [-12  -9  -9  -9 -12]
Recon[4:9]:    [-12  -9  -9  -9 -12]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 191 (LMS Hamilton Beats (5min)):
Original[4:9]: [-22 -20 -22 -22 -27]
Recon[4:9]:    [-22 -20 -22 -22 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 192 (LMS Hamilton Beats (5min)):
Original[4:9]: [-14 -16 -20 -18 -16]
Recon[4:9]:    [-14 -16 -20 -18 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 193 (LMS Hamilton Beats (5min)):
Original[4:9]: [-14 -13 -13 -12 -15]
Recon[4:9]:    [-14 -13 -13 -12 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 194 (LMS Hamilton Beats (5min)):
Original[4:9]: [-15 -12 -10 -11  -9]
Recon[4:9]:    [-15 -12 -10 -11  -9]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 195 (LMS Hamilton Beats (5min)):
Original[4:9]: [-11 -12 -16 -16 -15]
Recon[4:9]:    [-11 -12 -16 -16 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 196 (LMS Hamilton Beats (5min)):
Original[4:9]: [-10 -15 -14 -13 -13]
Recon[4:9]:    [-10 -15 -14 -13 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 197 (LMS Hamilton Beats (5min)):
Original[4:9]: [-23 -24 -26 -27 -25]
Recon[4:9]:    [-23 -24 -26 -27 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 198 (LMS Hamilton Beats (5min)):
Original[4:9]: [-22 -24 -27 -29 -30]
Recon[4:9]:    [-22 -24 -27 -29 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 199 (LMS Hamilton Beats (5min)):
Original[4:9]: [-10 -11 -12 -11 -15]
Recon[4:9]:    [-10 -11 -12 -11 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 200 (LMS Hamilton Beats (5min)):
Original[4:9]: [-19 -22 -20 -19 -20]
Recon[4:9]:    [-19 -22 -20 -19 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 201 (LMS Hamilton Beats (5min)):
Original[4:9]: [-22 -20 -17 -18 -20]
Recon[4:9]:    [-22 -20 -17 -18 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 202 (LMS Hamilton Beats (5min)):
Original[4:9]: [-31 -29 -32 -32 -35]
Recon[4:9]:    [-31 -29 -32 -32 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 203 (LMS Hamilton Beats (5min)):
Original[4:9]: [-30 -27 -30 -33 -35]
Recon[4:9]:    [-30 -27 -30 -33 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 204 (LMS Hamilton Beats (5min)):
Original[4:9]: [-13 -12 -11 -14 -14]
Recon[4:9]:    [-13 -12 -11 -14 -14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 205 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -8 -12 -13 -14 -13]
Recon[4:9]:    [ -8 -12 -13 -14 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 206 (LMS Hamilton Beats (5min)):
Original[4:9]: [-17 -15 -14 -15 -18]
Recon[4:9]:    [-17 -15 -14 -15 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 207 (LMS Hamilton Beats (5min)):
Original[4:9]: [-17 -16 -15 -19 -21]
Recon[4:9]:    [-17 -16 -15 -19 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 208 (LMS Hamilton Beats (5min)):
Original[4:9]: [-27 -27 -30 -31 -34]
Recon[4:9]:    [-27 -27 -30 -31 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 209 (LMS Hamilton Beats (5min)):
Original[4:9]: [-19 -19 -20 -23 -22]
Recon[4:9]:    [-19 -19 -20 -23 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 210 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -7  -9  -8 -10 -11]
Recon[4:9]:    [ -7  -9  -8 -10 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 211 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -9  -6 -11 -13 -15]
Recon[4:9]:    [ -9  -6 -11 -13 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 212 (LMS Hamilton Beats (5min)):
Original[4:9]: [-2 -3 -5 -7 -8]
Recon[4:9]:    [-2 -3 -5 -7 -8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 213 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -7  -9 -10 -12 -13]
Recon[4:9]:    [ -7  -9 -10 -12 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 214 (LMS Hamilton Beats (5min)):
Original[4:9]: [-14 -17 -16 -14 -14]
Recon[4:9]:    [-14 -17 -16 -14 -14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 215 (LMS Hamilton Beats (5min)):
Original[4:9]: [-10  -9  -8 -10  -8]
Recon[4:9]:    [-10  -9  -8 -10  -8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 216 (LMS Hamilton Beats (5min)):
Original[4:9]: [-2 -3 -4 -5 -8]
Recon[4:9]:    [-2 -3 -4 -5 -8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 217 (LMS Hamilton Beats (5min)):
Original[4:9]: [-2 -4 -3 -2 -3]
Recon[4:9]:    [-2 -4 -3 -2 -3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 218 (LMS Hamilton Beats (5min)):
Original[4:9]: [-1 -3 -5 -5 -5]
Recon[4:9]:    [-1 -3 -5 -5 -5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 219 (LMS Hamilton Beats (5min)):
Original[4:9]: [-4 -7 -7 -7 -4]
Recon[4:9]:    [-4 -7 -7 -7 -4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 220 (LMS Hamilton Beats (5min)):
Original[4:9]: [-4 -2 -3 -4 -3]
Recon[4:9]:    [-4 -2 -3 -4 -3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 221 (LMS Hamilton Beats (5min)):
Original[4:9]: [3 4 5 5 4]
Recon[4:9]:    [3 4 5 5 4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 222 (LMS Hamilton Beats (5min)):
Original[4:9]: [ 0 -1 -1 -4 -2]
Recon[4:9]:    [ 0 -1 -1 -4 -2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 223 (LMS Hamilton Beats (5min)):
Original[4:9]: [-3 -1 -1 -1 -2]
Recon[4:9]:    [-3 -1 -1 -1 -2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 224 (LMS Hamilton Beats (5min)):
Original[4:9]: [-2 -2  0  2  0]
Recon[4:9]:    [-2 -2  0  2  0]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 225 (LMS Hamilton Beats (5min)):
Original[4:9]: [-4 -4 -6 -7 -5]
Recon[4:9]:    [-4 -4 -6 -7 -5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 226 (LMS Hamilton Beats (5min)):
Original[4:9]: [2 4 4 4 2]
Recon[4:9]:    [2 4 4 4 2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 227 (LMS Hamilton Beats (5min)):
Original[4:9]: [ 2  2 -1 -5 -2]
Recon[4:9]:    [ 2  2 -1 -5 -2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 228 (LMS Hamilton Beats (5min)):
Original[4:9]: [8 9 5 2 2]
Recon[4:9]:    [8 9 5 2 2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 229 (LMS Hamilton Beats (5min)):
Original[4:9]: [-6 -5 -1 -5 -5]
Recon[4:9]:    [-6 -5 -1 -5 -5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 230 (LMS Hamilton Beats (5min)):
Original[4:9]: [-13 -16 -19 -15 -15]
Recon[4:9]:    [-13 -16 -19 -15 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 231 (LMS Hamilton Beats (5min)):
Original[4:9]: [-3 -1 -5 -6 -8]
Recon[4:9]:    [-3 -1 -5 -6 -8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 232 (LMS Hamilton Beats (5min)):
Original[4:9]: [-10  -6  -5  -8 -11]
Recon[4:9]:    [-10  -6  -5  -8 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 233 (LMS Hamilton Beats (5min)):
Original[4:9]: [-15 -13 -11 -13 -15]
Recon[4:9]:    [-15 -13 -11 -13 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 234 (LMS Hamilton Beats (5min)):
Original[4:9]: [-14 -16 -16 -19 -19]
Recon[4:9]:    [-14 -16 -16 -19 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 235 (LMS Hamilton Beats (5min)):
Original[4:9]: [-19 -21 -19 -20 -19]
Recon[4:9]:    [-19 -21 -19 -20 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 236 (LMS Hamilton Beats (5min)):
Original[4:9]: [-18 -16 -17 -21 -21]
Recon[4:9]:    [-18 -16 -17 -21 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 237 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -9 -13 -12 -15 -13]
Recon[4:9]:    [ -9 -13 -12 -15 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 238 (LMS Hamilton Beats (5min)):
Original[4:9]: [-16 -18 -17 -17 -16]
Recon[4:9]:    [-16 -18 -17 -17 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 239 (LMS Hamilton Beats (5min)):
Original[4:9]: [-17 -18 -19 -19 -20]
Recon[4:9]:    [-17 -18 -19 -19 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 240 (LMS Hamilton Beats (5min)):
Original[4:9]: [-22 -23 -25 -25 -26]
Recon[4:9]:    [-22 -23 -25 -25 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 241 (LMS Hamilton Beats (5min)):
Original[4:9]: [-32 -35 -35 -40 -40]
Recon[4:9]:    [-32 -35 -35 -40 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 242 (LMS Hamilton Beats (5min)):
Original[4:9]: [-27 -30 -29 -27 -29]
Recon[4:9]:    [-27 -30 -29 -27 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 243 (LMS Hamilton Beats (5min)):
Original[4:9]: [-25 -26 -26 -30 -32]
Recon[4:9]:    [-25 -26 -26 -30 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 244 (LMS Hamilton Beats (5min)):
Original[4:9]: [-24 -29 -26 -26 -27]
Recon[4:9]:    [-24 -29 -26 -26 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 245 (LMS Hamilton Beats (5min)):
Original[4:9]: [-28 -30 -30 -32 -34]
Recon[4:9]:    [-28 -30 -30 -32 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 246 (LMS Hamilton Beats (5min)):
Original[4:9]: [-24 -24 -27 -30 -32]
Recon[4:9]:    [-24 -24 -27 -30 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 247 (LMS Hamilton Beats (5min)):
Original[4:9]: [-28 -29 -30 -33 -34]
Recon[4:9]:    [-28 -29 -30 -33 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 248 (LMS Hamilton Beats (5min)):
Original[4:9]: [-31 -35 -36 -37 -36]
Recon[4:9]:    [-31 -35 -36 -37 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 249 (LMS Hamilton Beats (5min)):
Original[4:9]: [-20 -22 -26 -24 -25]
Recon[4:9]:    [-20 -22 -26 -24 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 250 (LMS Hamilton Beats (5min)):
Original[4:9]: [-21 -22 -25 -22 -24]
Recon[4:9]:    [-21 -22 -25 -22 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 251 (LMS Hamilton Beats (5min)):
Original[4:9]: [-12 -15 -17 -16 -15]
Recon[4:9]:    [-12 -15 -17 -16 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 252 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -7 -10 -10  -9 -10]
Recon[4:9]:    [ -7 -10 -10  -9 -10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 253 (LMS Hamilton Beats (5min)):
Original[4:9]: [-8 -6 -7 -5 -8]
Recon[4:9]:    [-8 -6 -7 -5 -8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 254 (LMS Hamilton Beats (5min)):
Original[4:9]: [-2 -3 -7 -8 -8]
Recon[4:9]:    [-2 -3 -7 -8 -8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 255 (LMS Hamilton Beats (5min)):
Original[4:9]: [-4 -1 -3 -6 -7]
Recon[4:9]:    [-4 -1 -3 -6 -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 256 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -7 -11 -12 -14 -15]
Recon[4:9]:    [ -7 -11 -12 -14 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 257 (LMS Hamilton Beats (5min)):
Original[4:9]: [-7 -6 -5 -3 -6]
Recon[4:9]:    [-7 -6 -5 -3 -6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 258 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -7  -2  -5  -6 -11]
Recon[4:9]:    [ -7  -2  -5  -6 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 259 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -8  -9  -8  -9 -10]
Recon[4:9]:    [ -8  -9  -8  -9 -10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 260 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -7  -9 -12 -13 -15]
Recon[4:9]:    [ -7  -9 -12 -13 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 261 (LMS Hamilton Beats (5min)):
Original[4:9]: [5 4 2 0 0]
Recon[4:9]:    [5 4 2 0 0]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 262 (LMS Hamilton Beats (5min)):
Original[4:9]: [5 3 2 6 3]
Recon[4:9]:    [5 3 2 6 3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 263 (LMS Hamilton Beats (5min)):
Original[4:9]: [3 4 2 0 1]
Recon[4:9]:    [3 4 2 0 1]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 264 (LMS Hamilton Beats (5min)):
Original[4:9]: [ 1 -2 -2 -4 -2]
Recon[4:9]:    [ 1 -2 -2 -4 -2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 265 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -5  -7  -8 -12 -13]
Recon[4:9]:    [ -5  -7  -8 -12 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 266 (LMS Hamilton Beats (5min)):
Original[4:9]: [ 0 -4 -4 -5 -6]
Recon[4:9]:    [ 0 -4 -4 -5 -6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 267 (LMS Hamilton Beats (5min)):
Original[4:9]: [6 9 6 5 3]
Recon[4:9]:    [6 9 6 5 3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 268 (LMS Hamilton Beats (5min)):
Original[4:9]: [7 6 6 5 6]
Recon[4:9]:    [7 6 6 5 6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 269 (LMS Hamilton Beats (5min)):
Original[4:9]: [ 5  4  0 -3 -2]
Recon[4:9]:    [ 5  4  0 -3 -2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 270 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -7  -9  -8  -6 -10]
Recon[4:9]:    [ -7  -9  -8  -6 -10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 271 (LMS Hamilton Beats (5min)):
Original[4:9]: [-19 -20 -20 -18 -19]
Recon[4:9]:    [-19 -20 -20 -18 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 272 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -9 -10 -13 -16 -14]
Recon[4:9]:    [ -9 -10 -13 -16 -14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 273 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -8 -10 -13 -15 -16]
Recon[4:9]:    [ -8 -10 -13 -15 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 274 (LMS Hamilton Beats (5min)):
Original[4:9]: [-13 -11 -15 -15 -20]
Recon[4:9]:    [-13 -11 -15 -15 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 275 (LMS Hamilton Beats (5min)):
Original[4:9]: [-19 -17 -18 -19 -22]
Recon[4:9]:    [-19 -17 -18 -19 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 276 (LMS Hamilton Beats (5min)):
Original[4:9]: [-31 -30 -29 -30 -32]
Recon[4:9]:    [-31 -30 -29 -30 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 277 (LMS Hamilton Beats (5min)):
Original[4:9]: [-25 -27 -25 -23 -24]
Recon[4:9]:    [-25 -27 -25 -23 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 278 (LMS Hamilton Beats (5min)):
Original[4:9]: [-20 -19 -20 -20 -23]
Recon[4:9]:    [-20 -19 -20 -20 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 279 (LMS Hamilton Beats (5min)):
Original[4:9]: [-24 -26 -27 -24 -24]
Recon[4:9]:    [-24 -26 -27 -24 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 280 (LMS Hamilton Beats (5min)):
Original[4:9]: [-16 -21 -21 -21 -20]
Recon[4:9]:    [-16 -21 -21 -21 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 281 (LMS Hamilton Beats (5min)):
Original[4:9]: [-27 -32 -32 -31 -31]
Recon[4:9]:    [-27 -32 -32 -31 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 282 (LMS Hamilton Beats (5min)):
Original[4:9]: [-34 -33 -35 -37 -38]
Recon[4:9]:    [-34 -33 -35 -37 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 283 (LMS Hamilton Beats (5min)):
Original[4:9]: [-24 -27 -28 -29 -30]
Recon[4:9]:    [-24 -27 -28 -29 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 284 (LMS Hamilton Beats (5min)):
Original[4:9]: [-28 -30 -33 -33 -33]
Recon[4:9]:    [-28 -30 -33 -33 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 285 (LMS Hamilton Beats (5min)):
Original[4:9]: [-28 -28 -31 -34 -38]
Recon[4:9]:    [-28 -28 -31 -34 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 286 (LMS Hamilton Beats (5min)):
Original[4:9]: [-35 -37 -39 -38 -39]
Recon[4:9]:    [-35 -37 -39 -38 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 287 (LMS Hamilton Beats (5min)):
Original[4:9]: [-27 -29 -27 -27 -28]
Recon[4:9]:    [-27 -29 -27 -27 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 288 (LMS Hamilton Beats (5min)):
Original[4:9]: [-16 -19 -20 -19 -17]
Recon[4:9]:    [-16 -19 -20 -19 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 289 (LMS Hamilton Beats (5min)):
Original[4:9]: [-18 -16 -17 -17 -20]
Recon[4:9]:    [-18 -16 -17 -17 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 290 (LMS Hamilton Beats (5min)):
Original[4:9]: [-11 -15 -16 -20 -21]
Recon[4:9]:    [-11 -15 -16 -20 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 291 (LMS Hamilton Beats (5min)):
Original[4:9]: [-14 -18 -22 -23 -22]
Recon[4:9]:    [-14 -18 -22 -23 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 292 (LMS Hamilton Beats (5min)):
Original[4:9]: [-24 -25 -27 -28 -28]
Recon[4:9]:    [-24 -25 -27 -28 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 293 (LMS Hamilton Beats (5min)):
Original[4:9]: [-21 -23 -21 -21 -25]
Recon[4:9]:    [-21 -23 -21 -21 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 294 (LMS Hamilton Beats (5min)):
Original[4:9]: [-16 -16 -17 -16 -19]
Recon[4:9]:    [-16 -16 -17 -16 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 295 (LMS Hamilton Beats (5min)):
Original[4:9]: [-18 -18 -17 -17 -21]
Recon[4:9]:    [-18 -18 -17 -17 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 296 (LMS Hamilton Beats (5min)):
Original[4:9]: [-12 -16 -20 -20 -20]
Recon[4:9]:    [-12 -16 -20 -20 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 297 (LMS Hamilton Beats (5min)):
Original[4:9]: [-26 -23 -26 -30 -34]
Recon[4:9]:    [-26 -23 -26 -30 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 298 (LMS Hamilton Beats (5min)):
Original[4:9]: [-28 -31 -30 -30 -31]
Recon[4:9]:    [-28 -31 -30 -30 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 299 (LMS Hamilton Beats (5min)):
Original[4:9]: [-23 -26 -30 -30 -26]
Recon[4:9]:    [-23 -26 -30 -30 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 300 (LMS Hamilton Beats (5min)):
Original[4:9]: [-15 -16 -17 -18 -17]
Recon[4:9]:    [-15 -16 -17 -18 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 301 (LMS Hamilton Beats (5min)):
Original[4:9]: [-11 -14 -14 -18 -18]
Recon[4:9]:    [-11 -14 -14 -18 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 302 (LMS Hamilton Beats (5min)):
Original[4:9]: [-13 -14 -16 -17 -16]
Recon[4:9]:    [-13 -14 -16 -17 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 303 (LMS Hamilton Beats (5min)):
Original[4:9]: [-16 -20 -25 -25 -23]
Recon[4:9]:    [-16 -20 -25 -25 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 304 (LMS Hamilton Beats (5min)):
Original[4:9]: [-27 -29 -29 -28 -32]
Recon[4:9]:    [-27 -29 -29 -28 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 305 (LMS Hamilton Beats (5min)):
Original[4:9]: [-29 -34 -33 -34 -36]
Recon[4:9]:    [-29 -34 -33 -34 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 306 (LMS Hamilton Beats (5min)):
Original[4:9]: [-22 -21 -22 -24 -27]
Recon[4:9]:    [-22 -21 -22 -24 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 307 (LMS Hamilton Beats (5min)):
Original[4:9]: [-19 -18 -18 -20 -22]
Recon[4:9]:    [-19 -18 -18 -20 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 308 (LMS Hamilton Beats (5min)):
Original[4:9]: [-17 -22 -24 -23 -18]
Recon[4:9]:    [-17 -22 -24 -23 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 309 (LMS Hamilton Beats (5min)):
Original[4:9]: [-30 -29 -28 -30 -32]
Recon[4:9]:    [-30 -29 -28 -30 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 310 (LMS Hamilton Beats (5min)):
Original[4:9]: [-32 -33 -35 -35 -38]
Recon[4:9]:    [-32 -33 -35 -35 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 311 (LMS Hamilton Beats (5min)):
Original[4:9]: [-26 -29 -33 -30 -32]
Recon[4:9]:    [-26 -29 -33 -30 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 312 (LMS Hamilton Beats (5min)):
Original[4:9]: [-20 -20 -25 -26 -25]
Recon[4:9]:    [-20 -20 -25 -26 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 313 (LMS Hamilton Beats (5min)):
Original[4:9]: [-18 -17 -17 -17 -20]
Recon[4:9]:    [-18 -17 -17 -17 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 314 (LMS Hamilton Beats (5min)):
Original[4:9]: [-18 -21 -23 -22 -22]
Recon[4:9]:    [-18 -21 -23 -22 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 315 (LMS Hamilton Beats (5min)):
Original[4:9]: [-15 -16 -16 -16 -15]
Recon[4:9]:    [-15 -16 -16 -16 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 316 (LMS Hamilton Beats (5min)):
Original[4:9]: [-24 -21 -20 -21 -24]
Recon[4:9]:    [-24 -21 -20 -21 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 317 (LMS Hamilton Beats (5min)):
Original[4:9]: [-11 -14 -16 -18 -16]
Recon[4:9]:    [-11 -14 -16 -18 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 318 (LMS Hamilton Beats (5min)):
Original[4:9]: [-10 -13 -15 -18 -21]
Recon[4:9]:    [-10 -13 -15 -18 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 319 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -8 -14 -15 -17 -16]
Recon[4:9]:    [ -8 -14 -15 -17 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 320 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -9 -13 -16 -16 -15]
Recon[4:9]:    [ -9 -13 -16 -16 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 321 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -9 -10 -13 -12 -14]
Recon[4:9]:    [ -9 -10 -13 -12 -14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 322 (LMS Hamilton Beats (5min)):
Original[4:9]: [-10 -13 -15 -16 -19]
Recon[4:9]:    [-10 -13 -15 -16 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 323 (LMS Hamilton Beats (5min)):
Original[4:9]: [-3 -7 -5 -4 -4]
Recon[4:9]:    [-3 -7 -5 -4 -4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 324 (LMS Hamilton Beats (5min)):
Original[4:9]: [ 0 -2 -3 -4 -4]
Recon[4:9]:    [ 0 -2 -3 -4 -4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 325 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -5 -10  -8  -6  -8]
Recon[4:9]:    [ -5 -10  -8  -6  -8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 326 (LMS Hamilton Beats (5min)):
Original[4:9]: [-1 -1 -2 -4 -4]
Recon[4:9]:    [-1 -1 -2 -4 -4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 327 (LMS Hamilton Beats (5min)):
Original[4:9]: [3 2 0 2 1]
Recon[4:9]:    [3 2 0 2 1]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 328 (LMS Hamilton Beats (5min)):
Original[4:9]: [ 0  2 -1 -3 -6]
Recon[4:9]:    [ 0  2 -1 -3 -6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 329 (LMS Hamilton Beats (5min)):
Original[4:9]: [ 1  0  0  1 -2]
Recon[4:9]:    [ 1  0  0  1 -2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 330 (LMS Hamilton Beats (5min)):
Original[4:9]: [8 3 4 1 3]
Recon[4:9]:    [8 3 4 1 3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 331 (LMS Hamilton Beats (5min)):
Original[4:9]: [-3 -2 -3 -7 -7]
Recon[4:9]:    [-3 -2 -3 -7 -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 332 (LMS Hamilton Beats (5min)):
Original[4:9]: [-4 -8 -7 -6 -8]
Recon[4:9]:    [-4 -8 -7 -6 -8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 333 (LMS Hamilton Beats (5min)):
Original[4:9]: [-17 -19 -16 -16 -18]
Recon[4:9]:    [-17 -19 -16 -16 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 334 (LMS Hamilton Beats (5min)):
Original[4:9]: [-18 -20 -21 -25 -26]
Recon[4:9]:    [-18 -20 -21 -25 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 335 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -7  -9  -7 -11 -14]
Recon[4:9]:    [ -7  -9  -7 -11 -14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 336 (LMS Hamilton Beats (5min)):
Original[4:9]: [ 5  4  1 -1 -5]
Recon[4:9]:    [ 5  4  1 -1 -5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 337 (LMS Hamilton Beats (5min)):
Original[4:9]: [-2 -1 -2 -3 -4]
Recon[4:9]:    [-2 -1 -2 -3 -4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 338 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -9  -7  -8 -13 -12]
Recon[4:9]:    [ -9  -7  -8 -13 -12]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 339 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -4  -7  -9 -14 -10]
Recon[4:9]:    [ -4  -7  -9 -14 -10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 340 (LMS Hamilton Beats (5min)):
Original[4:9]: [-10 -12 -15 -19 -20]
Recon[4:9]:    [-10 -12 -15 -19 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 341 (LMS Hamilton Beats (5min)):
Original[4:9]: [-70 -69 -64 -64 -60]
Recon[4:9]:    [-70 -69 -64 -64 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 342 (LMS Hamilton Beats (5min)):
Original[4:9]: [-1  1  2  3  0]
Recon[4:9]:    [-1  1  2  3  0]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 343 (LMS Hamilton Beats (5min)):
Original[4:9]: [-22 -24 -28 -31 -32]
Recon[4:9]:    [-22 -24 -28 -31 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 344 (LMS Hamilton Beats (5min)):
Original[4:9]: [-20 -20 -21 -23 -21]
Recon[4:9]:    [-20 -20 -21 -23 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 345 (LMS Hamilton Beats (5min)):
Original[4:9]: [-17 -19 -19 -18 -18]
Recon[4:9]:    [-17 -19 -19 -18 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 346 (LMS Hamilton Beats (5min)):
Original[4:9]: [-11  -8  -9 -10 -12]
Recon[4:9]:    [-11  -8  -9 -10 -12]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 347 (LMS Hamilton Beats (5min)):
Original[4:9]: [-16 -19 -19 -20 -18]
Recon[4:9]:    [-16 -19 -19 -20 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 348 (LMS Hamilton Beats (5min)):
Original[4:9]: [-21 -21 -22 -21 -20]
Recon[4:9]:    [-21 -21 -22 -21 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 349 (LMS Hamilton Beats (5min)):
Original[4:9]: [-24 -27 -30 -31 -29]
Recon[4:9]:    [-24 -27 -30 -31 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 350 (LMS Hamilton Beats (5min)):
Original[4:9]: [-7 -5 -5 -7 -7]
Recon[4:9]:    [-7 -5 -5 -7 -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 351 (LMS Hamilton Beats (5min)):
Original[4:9]: [-15  -9  -2  -4  -6]
Recon[4:9]:    [-15  -9  -2  -4  -6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 352 (LMS Hamilton Beats (5min)):
Original[4:9]: [-10  -9 -10 -10  -9]
Recon[4:9]:    [-10  -9 -10 -10  -9]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 353 (LMS Hamilton Beats (5min)):
Original[4:9]: [-1 -3 -4 -3  1]
Recon[4:9]:    [-1 -3 -4 -3  1]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 354 (LMS Hamilton Beats (5min)):
Original[4:9]: [-2 -3 -5 -4 -2]
Recon[4:9]:    [-2 -3 -5 -4 -2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 355 (LMS Hamilton Beats (5min)):
Original[4:9]: [-12  -9  -9 -11 -11]
Recon[4:9]:    [-12  -9  -9 -11 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 356 (LMS Hamilton Beats (5min)):
Original[4:9]: [-5 -3 -1 -3 -2]
Recon[4:9]:    [-5 -3 -1 -3 -2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 357 (LMS Hamilton Beats (5min)):
Original[4:9]: [-6 -6 -6 -9 -7]
Recon[4:9]:    [-6 -6 -6 -9 -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 358 (LMS Hamilton Beats (5min)):
Original[4:9]: [-1 -1 -3 -4 -6]
Recon[4:9]:    [-1 -1 -3 -4 -6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 359 (LMS Hamilton Beats (5min)):
Original[4:9]: [-10 -12 -14 -13 -10]
Recon[4:9]:    [-10 -12 -14 -13 -10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 360 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -9 -12 -12 -15 -11]
Recon[4:9]:    [ -9 -12 -12 -15 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 361 (LMS Hamilton Beats (5min)):
Original[4:9]: [-7 -3 -4 -2 -6]
Recon[4:9]:    [-7 -3 -4 -2 -6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 362 (LMS Hamilton Beats (5min)):
Original[4:9]: [ 2  1 -1 -1  1]
Recon[4:9]:    [ 2  1 -1 -1  1]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 363 (LMS Hamilton Beats (5min)):
Original[4:9]: [ 1  1  3 -1 -6]
Recon[4:9]:    [ 1  1  3 -1 -6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 364 (LMS Hamilton Beats (5min)):
Original[4:9]: [-5 -4 -1  2  3]
Recon[4:9]:    [-5 -4 -1  2  3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 365 (LMS Hamilton Beats (5min)):
Original[4:9]: [-6 -6 -3 -1 -4]
Recon[4:9]:    [-6 -6 -3 -1 -4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 366 (LMS Hamilton Beats (5min)):
Original[4:9]: [-10 -10 -10  -8  -9]
Recon[4:9]:    [-10 -10 -10  -8  -9]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 367 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -3  -6  -7 -11  -8]
Recon[4:9]:    [ -3  -6  -7 -11  -8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 368 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -6  -6  -9  -8 -10]
Recon[4:9]:    [ -6  -6  -9  -8 -10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 369 (LMS Hamilton Beats (5min)):
Original[4:9]: [-13 -14 -16 -18 -12]
Recon[4:9]:    [-13 -14 -16 -18 -12]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 370 (LMS Hamilton Beats (5min)):
Original[4:9]: [-21 -19 -21 -21 -25]
Recon[4:9]:    [-21 -19 -21 -21 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 371 (LMS Hamilton Beats (5min)):
Original[4:9]: [-27 -26 -24 -24 -28]
Recon[4:9]:    [-27 -26 -24 -24 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 372 (LMS Hamilton Beats (5min)):
Original[4:9]: [-13 -12 -11 -11 -12]
Recon[4:9]:    [-13 -12 -11 -11 -12]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 373 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -6  -7 -10 -12 -11]
Recon[4:9]:    [ -6  -7 -10 -12 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 374 (LMS Hamilton Beats (5min)):
Original[4:9]: [-5 -8 -8 -5 -7]
Recon[4:9]:    [-5 -8 -8 -5 -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 375 (LMS Hamilton Beats (5min)):
Original[4:9]: [-23 -21 -20 -22 -26]
Recon[4:9]:    [-23 -21 -20 -22 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 376 (LMS Hamilton Beats (5min)):
Original[4:9]: [-12 -14 -16 -17 -16]
Recon[4:9]:    [-12 -14 -16 -17 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 377 (LMS Hamilton Beats (5min)):
Original[4:9]: [-11 -13 -15 -15 -15]
Recon[4:9]:    [-11 -13 -15 -15 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 378 (LMS Hamilton Beats (5min)):
Original[4:9]: [-15 -14 -13 -16 -17]
Recon[4:9]:    [-15 -14 -13 -16 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 379 (LMS Hamilton Beats (5min)):
Original[4:9]: [-13 -15 -17 -19 -19]
Recon[4:9]:    [-13 -15 -17 -19 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 380 (LMS Hamilton Beats (5min)):
Original[4:9]: [-12 -12 -11 -11 -13]
Recon[4:9]:    [-12 -12 -11 -11 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 381 (LMS Hamilton Beats (5min)):
Original[4:9]: [-16 -17 -16 -16 -18]
Recon[4:9]:    [-16 -17 -16 -16 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 382 (LMS Hamilton Beats (5min)):
Original[4:9]: [-18 -18 -20 -22 -24]
Recon[4:9]:    [-18 -18 -20 -22 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 383 (LMS Hamilton Beats (5min)):
Original[4:9]: [-21 -24 -25 -32 -34]
Recon[4:9]:    [-21 -24 -25 -32 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 384 (LMS Hamilton Beats (5min)):
Original[4:9]: [-30 -28 -33 -34 -37]
Recon[4:9]:    [-30 -28 -33 -34 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 385 (LMS Hamilton Beats (5min)):
Original[4:9]: [-33 -33 -37 -39 -38]
Recon[4:9]:    [-33 -33 -37 -39 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 386 (LMS Hamilton Beats (5min)):
Original[4:9]: [-31 -32 -34 -35 -39]
Recon[4:9]:    [-31 -32 -34 -35 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 387 (LMS Hamilton Beats (5min)):
Original[4:9]: [-27 -27 -27 -28 -31]
Recon[4:9]:    [-27 -27 -27 -28 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 388 (LMS Hamilton Beats (5min)):
Original[4:9]: [-31 -32 -33 -33 -35]
Recon[4:9]:    [-31 -32 -33 -33 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 389 (LMS Hamilton Beats (5min)):
Original[4:9]: [-24 -29 -30 -34 -35]
Recon[4:9]:    [-24 -29 -30 -34 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 390 (LMS Hamilton Beats (5min)):
Original[4:9]: [-25 -26 -29 -31 -32]
Recon[4:9]:    [-25 -26 -29 -31 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 391 (LMS Hamilton Beats (5min)):
Original[4:9]: [-20 -19 -22 -25 -26]
Recon[4:9]:    [-20 -19 -22 -25 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 392 (LMS Hamilton Beats (5min)):
Original[4:9]: [-24 -25 -25 -22 -28]
Recon[4:9]:    [-24 -25 -25 -22 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 393 (LMS Hamilton Beats (5min)):
Original[4:9]: [-31 -30 -28 -29 -31]
Recon[4:9]:    [-31 -30 -28 -29 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 394 (LMS Hamilton Beats (5min)):
Original[4:9]: [-27 -26 -27 -23 -27]
Recon[4:9]:    [-27 -26 -27 -23 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 395 (LMS Hamilton Beats (5min)):
Original[4:9]: [-24 -21 -22 -24 -28]
Recon[4:9]:    [-24 -21 -22 -24 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 396 (LMS Hamilton Beats (5min)):
Original[4:9]: [-14 -13 -13 -15 -17]
Recon[4:9]:    [-14 -13 -13 -15 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 397 (LMS Hamilton Beats (5min)):
Original[4:9]: [-23 -23 -20 -23 -25]
Recon[4:9]:    [-23 -23 -20 -23 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 398 (LMS Hamilton Beats (5min)):
Original[4:9]: [-18 -19 -18 -18 -19]
Recon[4:9]:    [-18 -19 -18 -18 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 399 (LMS Hamilton Beats (5min)):
Original[4:9]: [-15 -16 -17 -18 -23]
Recon[4:9]:    [-15 -16 -17 -18 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 400 (LMS Hamilton Beats (5min)):
Original[4:9]: [-14 -15 -13 -13 -17]
Recon[4:9]:    [-14 -15 -13 -13 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 401 (LMS Hamilton Beats (5min)):
Original[4:9]: [-24 -27 -29 -31 -32]
Recon[4:9]:    [-24 -27 -29 -31 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 402 (LMS Hamilton Beats (5min)):
Original[4:9]: [-27 -25 -27 -29 -31]
Recon[4:9]:    [-27 -25 -27 -29 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 403 (LMS Hamilton Beats (5min)):
Original[4:9]: [-14 -17 -17 -22 -20]
Recon[4:9]:    [-14 -17 -17 -22 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 404 (LMS Hamilton Beats (5min)):
Original[4:9]: [-18 -19 -23 -25 -25]
Recon[4:9]:    [-18 -19 -23 -25 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 405 (LMS Hamilton Beats (5min)):
Original[4:9]: [-25 -27 -29 -33 -31]
Recon[4:9]:    [-25 -27 -29 -33 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 406 (LMS Hamilton Beats (5min)):
Original[4:9]: [-24 -26 -24 -27 -31]
Recon[4:9]:    [-24 -26 -24 -27 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 407 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -9 -10  -9  -9 -13]
Recon[4:9]:    [ -9 -10  -9  -9 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 408 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -8  -9 -11 -14 -16]
Recon[4:9]:    [ -8  -9 -11 -14 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 409 (LMS Hamilton Beats (5min)):
Original[4:9]: [-20 -20 -20 -18 -20]
Recon[4:9]:    [-20 -20 -20 -18 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 410 (LMS Hamilton Beats (5min)):
Original[4:9]: [-19 -20 -25 -27 -27]
Recon[4:9]:    [-19 -20 -25 -27 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 411 (LMS Hamilton Beats (5min)):
Original[4:9]: [-13 -14 -16 -16 -16]
Recon[4:9]:    [-13 -14 -16 -16 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 412 (LMS Hamilton Beats (5min)):
Original[4:9]: [-1 -3 -2 -2 -4]
Recon[4:9]:    [-1 -3 -2 -2 -4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 413 (LMS Hamilton Beats (5min)):
Original[4:9]: [-2 -3 -2 -5 -7]
Recon[4:9]:    [-2 -3 -2 -5 -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 414 (LMS Hamilton Beats (5min)):
Original[4:9]: [-14 -16 -20 -21 -23]
Recon[4:9]:    [-14 -16 -20 -21 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 415 (LMS Hamilton Beats (5min)):
Original[4:9]: [-31 -29 -31 -32 -33]
Recon[4:9]:    [-31 -29 -31 -32 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 416 (LMS Hamilton Beats (5min)):
Original[4:9]: [-18 -17 -16 -17 -23]
Recon[4:9]:    [-18 -17 -16 -17 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 417 (LMS Hamilton Beats (5min)):
Original[4:9]: [-25 -22 -23 -23 -26]
Recon[4:9]:    [-25 -22 -23 -23 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 418 (LMS Hamilton Beats (5min)):
Original[4:9]: [-19 -22 -24 -23 -23]
Recon[4:9]:    [-19 -22 -24 -23 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 419 (LMS Hamilton Beats (5min)):
Original[4:9]: [-44 -42 -42 -45 -46]
Recon[4:9]:    [-44 -42 -42 -45 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 420 (LMS Hamilton Beats (5min)):
Original[4:9]: [-39 -41 -41 -42 -44]
Recon[4:9]:    [-39 -41 -41 -42 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 421 (LMS Hamilton Beats (5min)):
Original[4:9]: [-27 -27 -28 -29 -30]
Recon[4:9]:    [-27 -27 -28 -29 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 422 (LMS Hamilton Beats (5min)):
Original[4:9]: [-16 -13 -16 -19 -22]
Recon[4:9]:    [-16 -13 -16 -19 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 423 (LMS Hamilton Beats (5min)):
Original[4:9]: [-18 -17 -22 -22 -19]
Recon[4:9]:    [-18 -17 -22 -22 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 424 (LMS Hamilton Beats (5min)):
Original[4:9]: [-21 -26 -28 -27 -27]
Recon[4:9]:    [-21 -26 -28 -27 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 425 (LMS Hamilton Beats (5min)):
Original[4:9]: [-28 -30 -30 -30 -31]
Recon[4:9]:    [-28 -30 -30 -30 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 426 (LMS Hamilton Beats (5min)):
Original[4:9]: [-29 -31 -26 -28 -32]
Recon[4:9]:    [-29 -31 -26 -28 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 427 (LMS Hamilton Beats (5min)):
Original[4:9]: [-17 -19 -21 -20 -20]
Recon[4:9]:    [-17 -19 -21 -20 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 428 (LMS Hamilton Beats (5min)):
Original[4:9]: [-11 -11  -9 -11 -13]
Recon[4:9]:    [-11 -11  -9 -11 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 429 (LMS Hamilton Beats (5min)):
Original[4:9]: [-11 -12 -14 -14 -12]
Recon[4:9]:    [-11 -12 -14 -14 -12]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 430 (LMS Hamilton Beats (5min)):
Original[4:9]: [-26 -22 -21 -22 -26]
Recon[4:9]:    [-26 -22 -21 -22 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- LMS Hamilton Beats (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added LMS results for Hamilton Beats: CR Rice=1.575, CR Huff=1.690, mean L2=31.94727
Best params for NLMS Hamilton Beats (10s): {'order': 4, 'mu': 0.01} (avg l2-norm=0.00000)

DEBUG Segment 0 (NLMS Hamilton Beats (5min)):
Original[4:9]: [35 35 35 35 35]
Recon[4:9]:    [35 35 35 35 35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-34 -34 -36 -35 -33]
Recon[4:9]:    [-34 -34 -36 -35 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -57 -54 -54 -59]
Recon[4:9]:    [-59 -57 -54 -54 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-103  -93  -92  -93  -99]
Recon[4:9]:    [-103  -93  -92  -93  -99]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-125 -123 -120 -122 -122]
Recon[4:9]:    [-125 -123 -120 -122 -122]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-81 -82 -82 -80 -78]
Recon[4:9]:    [-81 -82 -82 -80 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-67 -62 -63 -61 -64]
Recon[4:9]:    [-67 -62 -63 -61 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-46 -43 -40 -38 -38]
Recon[4:9]:    [-46 -43 -40 -38 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-40 -42 -42 -43 -40]
Recon[4:9]:    [-40 -42 -42 -43 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-37 -35 -31 -33 -33]
Recon[4:9]:    [-37 -35 -31 -33 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-25 -23 -20 -16 -17]
Recon[4:9]:    [-25 -23 -20 -16 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ 2 -4 -7  1 10]
Recon[4:9]:    [ 2 -4 -7  1 10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ 15  14   3 -10 -16]
Recon[4:9]:    [ 15  14   3 -10 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ 6 11 15 19 20]
Recon[4:9]:    [ 6 11 15 19 20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-11  -8  -8  -2   3]
Recon[4:9]:    [-11  -8  -8  -2   3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-18 -13 -10  -8 -10]
Recon[4:9]:    [-18 -13 -10  -8 -10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-24 -21 -20 -18 -16]
Recon[4:9]:    [-24 -21 -20 -18 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-11  -9  -9 -10  -8]
Recon[4:9]:    [-11  -9  -9 -10  -8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-24 -20 -15 -13 -11]
Recon[4:9]:    [-24 -20 -15 -13 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-21 -19 -19 -16 -15]
Recon[4:9]:    [-21 -19 -19 -16 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-27 -22 -18 -20 -17]
Recon[4:9]:    [-27 -22 -18 -20 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-15 -15 -12  -8  -5]
Recon[4:9]:    [-15 -15 -12  -8  -5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-7 -4 -2 -2  1]
Recon[4:9]:    [-7 -4 -2 -2  1]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-5 -5 -1  1  4]
Recon[4:9]:    [-5 -5 -1  1  4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-12 -11 -15 -13 -11]
Recon[4:9]:    [-12 -11 -15 -13 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-24 -23 -18 -14 -13]
Recon[4:9]:    [-24 -23 -18 -14 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-17 -12  -7  -4  -2]
Recon[4:9]:    [-17 -12  -7  -4  -2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-4 -5 -2  1  4]
Recon[4:9]:    [-4 -5 -2  1  4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-41 -36 -30 -30 -29]
Recon[4:9]:    [-41 -36 -30 -30 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-32 -28 -25 -23 -23]
Recon[4:9]:    [-32 -28 -25 -23 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-33 -33 -30 -30 -24]
Recon[4:9]:    [-33 -33 -30 -30 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-6 -7 -5 -1  1]
Recon[4:9]:    [-6 -7 -5 -1  1]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-7 -8 -8 -5 -3]
Recon[4:9]:    [-7 -8 -8 -5 -3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-15 -12 -12  -8  -7]
Recon[4:9]:    [-15 -12 -12  -8  -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-25 -21 -20 -20 -19]
Recon[4:9]:    [-25 -21 -20 -20 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-17 -17 -18 -17 -16]
Recon[4:9]:    [-17 -17 -18 -17 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-13 -13 -15 -14 -15]
Recon[4:9]:    [-13 -13 -15 -14 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-14 -15 -13 -15 -14]
Recon[4:9]:    [-14 -15 -13 -15 -14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-10 -11 -12  -8  -7]
Recon[4:9]:    [-10 -11 -12  -8  -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-4 -4 -1  1  0]
Recon[4:9]:    [-4 -4 -1  1  0]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-6 -4 -5 -5 -3]
Recon[4:9]:    [-6 -4 -5 -5 -3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-9 -8 -6 -2 -5]
Recon[4:9]:    [-9 -8 -6 -2 -5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -6  -8 -10 -11  -7]
Recon[4:9]:    [ -6  -8 -10 -11  -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-3 -5 -7 -7 -6]
Recon[4:9]:    [-3 -5 -7 -7 -6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-15 -13 -10 -11 -12]
Recon[4:9]:    [-15 -13 -10 -11 -12]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-25 -26 -24 -23 -22]
Recon[4:9]:    [-25 -26 -24 -23 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-32 -32 -32 -34 -38]
Recon[4:9]:    [-32 -32 -32 -34 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-37 -34 -35 -35 -37]
Recon[4:9]:    [-37 -34 -35 -35 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-30 -29 -26 -26 -26]
Recon[4:9]:    [-30 -29 -26 -26 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -9 -13 -13 -10 -10]
Recon[4:9]:    [ -9 -13 -13 -10 -10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-13 -12 -12 -13 -16]
Recon[4:9]:    [-13 -12 -12 -13 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (NLMS Hamilton Beats (5min)):
Original[4:9]: [15 15 16 17 17]
Recon[4:9]:    [15 15 16 17 17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (NLMS Hamilton Beats (5min)):
Original[4:9]: [18 15 18 18 18]
Recon[4:9]:    [18 15 18 18 18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 53 (NLMS Hamilton Beats (5min)):
Original[4:9]: [21 17 18 20 17]
Recon[4:9]:    [21 17 18 20 17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 54 (NLMS Hamilton Beats (5min)):
Original[4:9]: [2 2 6 9 6]
Recon[4:9]:    [2 2 6 9 6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 55 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ 0 -5 -7 -5 -2]
Recon[4:9]:    [ 0 -5 -7 -5 -2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 56 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ 1  0  1 -4 -7]
Recon[4:9]:    [ 1  0  1 -4 -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 57 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ 1 -2 -1  0 -1]
Recon[4:9]:    [ 1 -2 -1  0 -1]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 58 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -3  -5 -10 -10  -7]
Recon[4:9]:    [ -3  -5 -10 -10  -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 59 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-12 -12 -13 -15 -20]
Recon[4:9]:    [-12 -12 -13 -15 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 60 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-28 -28 -28 -27 -21]
Recon[4:9]:    [-28 -28 -28 -27 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 61 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-13 -14 -11 -10 -13]
Recon[4:9]:    [-13 -14 -11 -10 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 62 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-29 -31 -32 -31 -31]
Recon[4:9]:    [-29 -31 -32 -31 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 63 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-25 -27 -32 -31 -29]
Recon[4:9]:    [-25 -27 -32 -31 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 64 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-25 -23 -24 -25 -23]
Recon[4:9]:    [-25 -23 -24 -25 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 65 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-28 -29 -33 -33 -33]
Recon[4:9]:    [-28 -29 -33 -33 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 66 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-29 -30 -33 -35 -37]
Recon[4:9]:    [-29 -30 -33 -35 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 67 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-32 -30 -36 -38 -38]
Recon[4:9]:    [-32 -30 -36 -38 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 68 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-43 -46 -49 -51 -47]
Recon[4:9]:    [-43 -46 -49 -51 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 69 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-45 -42 -42 -43 -47]
Recon[4:9]:    [-45 -42 -42 -43 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 70 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-29 -33 -31 -34 -35]
Recon[4:9]:    [-29 -33 -31 -34 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 71 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-35 -35 -37 -41 -41]
Recon[4:9]:    [-35 -35 -37 -41 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 72 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-32 -31 -29 -34 -35]
Recon[4:9]:    [-32 -31 -29 -34 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 73 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-39 -38 -39 -42 -41]
Recon[4:9]:    [-39 -38 -39 -42 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 74 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-25 -27 -29 -27 -26]
Recon[4:9]:    [-25 -27 -29 -27 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 75 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-18 -15 -13 -15 -16]
Recon[4:9]:    [-18 -15 -13 -15 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 76 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-16 -16 -15 -17 -17]
Recon[4:9]:    [-16 -16 -15 -17 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 77 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-22 -21 -21 -22 -24]
Recon[4:9]:    [-22 -21 -21 -22 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 78 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-13 -12 -14 -18 -20]
Recon[4:9]:    [-13 -12 -14 -18 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 79 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-20 -19 -20 -21 -21]
Recon[4:9]:    [-20 -19 -20 -21 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 80 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-12 -10 -11 -14 -15]
Recon[4:9]:    [-12 -10 -11 -14 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 81 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-12 -13 -16 -18 -19]
Recon[4:9]:    [-12 -13 -16 -18 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 82 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-11 -11 -10 -11 -12]
Recon[4:9]:    [-11 -11 -10 -11 -12]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 83 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-14 -13 -15 -17 -19]
Recon[4:9]:    [-14 -13 -15 -17 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 84 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-19 -18 -22 -24 -25]
Recon[4:9]:    [-19 -18 -22 -24 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 85 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-27 -29 -30 -35 -33]
Recon[4:9]:    [-27 -29 -30 -35 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 86 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-19 -19 -22 -27 -24]
Recon[4:9]:    [-19 -19 -22 -27 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 87 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-14 -15 -16 -20 -20]
Recon[4:9]:    [-14 -15 -16 -20 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 88 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-3 -8 -9 -9 -8]
Recon[4:9]:    [-3 -8 -9 -9 -8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 89 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-11 -14 -14 -17 -19]
Recon[4:9]:    [-11 -14 -14 -17 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 90 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-21 -22 -25 -26 -24]
Recon[4:9]:    [-21 -22 -25 -26 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 91 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-21 -21 -21 -20 -23]
Recon[4:9]:    [-21 -21 -21 -20 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 92 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-14 -14 -20 -21 -18]
Recon[4:9]:    [-14 -14 -20 -21 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 93 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-15 -17 -19 -22 -19]
Recon[4:9]:    [-15 -17 -19 -22 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 94 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-14 -14 -14 -16 -19]
Recon[4:9]:    [-14 -14 -14 -16 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 95 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-23 -24 -26 -25 -27]
Recon[4:9]:    [-23 -24 -26 -25 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 96 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-21 -25 -28 -28 -31]
Recon[4:9]:    [-21 -25 -28 -28 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 97 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -7  -9 -12 -14 -14]
Recon[4:9]:    [ -7  -9 -12 -14 -14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 98 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-10 -15 -16 -13 -14]
Recon[4:9]:    [-10 -15 -16 -13 -14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 99 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-20 -22 -25 -24 -23]
Recon[4:9]:    [-20 -22 -25 -24 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 100 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-35 -36 -40 -44 -42]
Recon[4:9]:    [-35 -36 -40 -44 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 101 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-34 -37 -38 -41 -38]
Recon[4:9]:    [-34 -37 -38 -41 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 102 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-18 -19 -17 -20 -23]
Recon[4:9]:    [-18 -19 -17 -20 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 103 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-12 -13 -12 -15 -15]
Recon[4:9]:    [-12 -13 -12 -15 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 104 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-20 -20 -19 -21 -24]
Recon[4:9]:    [-20 -20 -19 -21 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 105 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-31 -32 -31 -35 -34]
Recon[4:9]:    [-31 -32 -31 -35 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 106 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-25 -27 -28 -28 -31]
Recon[4:9]:    [-25 -27 -28 -28 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 107 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-14 -14 -14 -17 -19]
Recon[4:9]:    [-14 -14 -14 -17 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 108 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-16 -18 -18 -21 -21]
Recon[4:9]:    [-16 -18 -18 -21 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 109 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-19 -18 -19 -20 -24]
Recon[4:9]:    [-19 -18 -19 -20 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 110 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-21 -22 -26 -28 -29]
Recon[4:9]:    [-21 -22 -26 -28 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 111 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-22 -24 -21 -24 -28]
Recon[4:9]:    [-22 -24 -21 -24 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 112 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-13 -13 -12 -14 -14]
Recon[4:9]:    [-13 -13 -12 -14 -14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 113 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-14 -16 -20 -20 -19]
Recon[4:9]:    [-14 -16 -20 -20 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 114 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-16 -20 -18 -22 -23]
Recon[4:9]:    [-16 -20 -18 -22 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 115 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-51 -49 -49 -43 -37]
Recon[4:9]:    [-51 -49 -49 -43 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 116 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-22 -21 -23 -27 -31]
Recon[4:9]:    [-22 -21 -23 -27 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 117 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-13 -15 -16 -16 -13]
Recon[4:9]:    [-13 -15 -16 -16 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 118 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-19 -21 -22 -25 -24]
Recon[4:9]:    [-19 -21 -22 -25 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 119 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -4  -5  -8 -11 -10]
Recon[4:9]:    [ -4  -5  -8 -11 -10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 120 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-17 -22 -23 -23 -21]
Recon[4:9]:    [-17 -22 -23 -23 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 121 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-22 -17 -18 -20 -22]
Recon[4:9]:    [-22 -17 -18 -20 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 122 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-29 -27 -30 -32 -35]
Recon[4:9]:    [-29 -27 -30 -32 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 123 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-29 -28 -28 -30 -35]
Recon[4:9]:    [-29 -28 -28 -30 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 124 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-20 -21 -22 -21 -21]
Recon[4:9]:    [-20 -21 -22 -21 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 125 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-13 -16 -18 -19 -19]
Recon[4:9]:    [-13 -16 -18 -19 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 126 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-17 -20 -19 -19 -19]
Recon[4:9]:    [-17 -20 -19 -19 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 127 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-26 -28 -31 -30 -31]
Recon[4:9]:    [-26 -28 -31 -30 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 128 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-29 -28 -31 -32 -33]
Recon[4:9]:    [-29 -28 -31 -32 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 129 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-41 -43 -39 -41 -43]
Recon[4:9]:    [-41 -43 -39 -41 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 130 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-27 -30 -34 -33 -33]
Recon[4:9]:    [-27 -30 -34 -33 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 131 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-23 -26 -24 -24 -25]
Recon[4:9]:    [-23 -26 -24 -24 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 132 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-16 -15 -16 -22 -23]
Recon[4:9]:    [-16 -15 -16 -22 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 133 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-18 -20 -23 -26 -28]
Recon[4:9]:    [-18 -20 -23 -26 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 134 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-23 -25 -28 -27 -27]
Recon[4:9]:    [-23 -25 -28 -27 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 135 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-38 -42 -43 -41 -42]
Recon[4:9]:    [-38 -42 -43 -41 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 136 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-38 -39 -42 -41 -39]
Recon[4:9]:    [-38 -39 -42 -41 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 137 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-35 -36 -33 -30 -26]
Recon[4:9]:    [-35 -36 -33 -30 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 138 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-20 -21 -20 -19 -21]
Recon[4:9]:    [-20 -21 -20 -19 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 139 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-22 -21 -25 -26 -29]
Recon[4:9]:    [-22 -21 -25 -26 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 140 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-38 -41 -44 -45 -47]
Recon[4:9]:    [-38 -41 -44 -45 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 141 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-35 -37 -37 -37 -38]
Recon[4:9]:    [-35 -37 -37 -37 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 142 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-34 -35 -35 -33 -36]
Recon[4:9]:    [-34 -35 -35 -33 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 143 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-24 -28 -29 -29 -28]
Recon[4:9]:    [-24 -28 -29 -29 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 144 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-23 -24 -25 -26 -24]
Recon[4:9]:    [-23 -24 -25 -26 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 145 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-30 -31 -29 -29 -31]
Recon[4:9]:    [-30 -31 -29 -29 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 146 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-29 -31 -30 -29 -32]
Recon[4:9]:    [-29 -31 -30 -29 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 147 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -6 -11 -12 -16 -14]
Recon[4:9]:    [ -6 -11 -12 -16 -14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 148 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -5  -4  -8 -11  -9]
Recon[4:9]:    [ -5  -4  -8 -11  -9]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 149 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -8  -9 -10 -12 -16]
Recon[4:9]:    [ -8  -9 -10 -12 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 150 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-13 -16 -21 -20 -21]
Recon[4:9]:    [-13 -16 -21 -20 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 151 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-30 -29 -29 -32 -33]
Recon[4:9]:    [-30 -29 -29 -32 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 152 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-24 -26 -23 -21 -24]
Recon[4:9]:    [-24 -26 -23 -21 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 153 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-19 -18 -21 -26 -28]
Recon[4:9]:    [-19 -18 -21 -26 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 154 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-18 -22 -24 -23 -22]
Recon[4:9]:    [-18 -22 -24 -23 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 155 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-26 -26 -27 -27 -29]
Recon[4:9]:    [-26 -26 -27 -27 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 156 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-32 -36 -35 -34 -34]
Recon[4:9]:    [-32 -36 -35 -34 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 157 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-26 -29 -29 -29 -30]
Recon[4:9]:    [-26 -29 -29 -29 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 158 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-21 -26 -28 -29 -30]
Recon[4:9]:    [-21 -26 -28 -29 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 159 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-22 -24 -23 -24 -23]
Recon[4:9]:    [-22 -24 -23 -24 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 160 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-12 -12 -13 -17 -22]
Recon[4:9]:    [-12 -12 -13 -17 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 161 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-27 -29 -28 -29 -27]
Recon[4:9]:    [-27 -29 -28 -29 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 162 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-18 -20 -22 -24 -23]
Recon[4:9]:    [-18 -20 -22 -24 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 163 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-13 -14 -16 -17 -15]
Recon[4:9]:    [-13 -14 -16 -17 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 164 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-10 -10 -10 -13 -14]
Recon[4:9]:    [-10 -10 -10 -13 -14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 165 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ 2 -1 -2 -4 -5]
Recon[4:9]:    [ 2 -1 -2 -4 -5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 166 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -7  -9 -11 -11 -10]
Recon[4:9]:    [ -7  -9 -11 -11 -10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 167 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-14 -13 -17 -20 -23]
Recon[4:9]:    [-14 -13 -17 -20 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 168 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-3 -7 -7 -7 -6]
Recon[4:9]:    [-3 -7 -7 -7 -6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 169 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ 7  6  5  2 -1]
Recon[4:9]:    [ 7  6  5  2 -1]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 170 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-1  0  1  1 -5]
Recon[4:9]:    [-1  0  1  1 -5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 171 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ 1  0 -3 -4 -4]
Recon[4:9]:    [ 1  0 -3 -4 -4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 172 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -8 -10 -11 -10  -9]
Recon[4:9]:    [ -8 -10 -11 -10  -9]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 173 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-3 -6 -6 -8 -6]
Recon[4:9]:    [-3 -6 -6 -8 -6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 174 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-10 -11 -14 -18 -19]
Recon[4:9]:    [-10 -11 -14 -18 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 175 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-13 -16 -18 -19 -14]
Recon[4:9]:    [-13 -16 -18 -19 -14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 176 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -1  -3  -6  -9 -12]
Recon[4:9]:    [ -1  -3  -6  -9 -12]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 177 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ 3  5  6  3 -1]
Recon[4:9]:    [ 3  5  6  3 -1]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 178 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ 5  3 -1 -5 -4]
Recon[4:9]:    [ 5  3 -1 -5 -4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 179 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-11 -11 -12 -13 -14]
Recon[4:9]:    [-11 -11 -12 -13 -14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 180 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-18 -20 -23 -23 -23]
Recon[4:9]:    [-18 -20 -23 -23 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 181 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-10  -9 -10 -13 -15]
Recon[4:9]:    [-10  -9 -10 -13 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 182 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -5  -4  -4  -7 -11]
Recon[4:9]:    [ -5  -4  -4  -7 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 183 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -7  -8 -12 -14 -13]
Recon[4:9]:    [ -7  -8 -12 -14 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 184 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -7 -10 -13 -14 -15]
Recon[4:9]:    [ -7 -10 -13 -14 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 185 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-11 -14 -15 -13 -15]
Recon[4:9]:    [-11 -14 -15 -13 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 186 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-2 -3 -5 -5 -7]
Recon[4:9]:    [-2 -3 -5 -5 -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 187 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -6  -8 -12  -9  -8]
Recon[4:9]:    [ -6  -8 -12  -9  -8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 188 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -5  -7 -10 -11 -10]
Recon[4:9]:    [ -5  -7 -10 -11 -10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 189 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-17 -16 -12 -16 -16]
Recon[4:9]:    [-17 -16 -12 -16 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 190 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-12  -9  -9  -9 -12]
Recon[4:9]:    [-12  -9  -9  -9 -12]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 191 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-22 -20 -22 -22 -27]
Recon[4:9]:    [-22 -20 -22 -22 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 192 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-14 -16 -20 -18 -16]
Recon[4:9]:    [-14 -16 -20 -18 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 193 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-14 -13 -13 -12 -15]
Recon[4:9]:    [-14 -13 -13 -12 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 194 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-15 -12 -10 -11  -9]
Recon[4:9]:    [-15 -12 -10 -11  -9]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 195 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-11 -12 -16 -16 -15]
Recon[4:9]:    [-11 -12 -16 -16 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 196 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-10 -15 -14 -13 -13]
Recon[4:9]:    [-10 -15 -14 -13 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 197 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-23 -24 -26 -27 -25]
Recon[4:9]:    [-23 -24 -26 -27 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 198 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-22 -24 -27 -29 -30]
Recon[4:9]:    [-22 -24 -27 -29 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 199 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-10 -11 -12 -11 -15]
Recon[4:9]:    [-10 -11 -12 -11 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 200 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-19 -22 -20 -19 -20]
Recon[4:9]:    [-19 -22 -20 -19 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 201 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-22 -20 -17 -18 -20]
Recon[4:9]:    [-22 -20 -17 -18 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 202 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-31 -29 -32 -32 -35]
Recon[4:9]:    [-31 -29 -32 -32 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 203 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-30 -27 -30 -33 -35]
Recon[4:9]:    [-30 -27 -30 -33 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 204 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-13 -12 -11 -14 -14]
Recon[4:9]:    [-13 -12 -11 -14 -14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 205 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -8 -12 -13 -14 -13]
Recon[4:9]:    [ -8 -12 -13 -14 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 206 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-17 -15 -14 -15 -18]
Recon[4:9]:    [-17 -15 -14 -15 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 207 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-17 -16 -15 -19 -21]
Recon[4:9]:    [-17 -16 -15 -19 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 208 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-27 -27 -30 -31 -34]
Recon[4:9]:    [-27 -27 -30 -31 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 209 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-19 -19 -20 -23 -22]
Recon[4:9]:    [-19 -19 -20 -23 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 210 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -7  -9  -8 -10 -11]
Recon[4:9]:    [ -7  -9  -8 -10 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 211 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -9  -6 -11 -13 -15]
Recon[4:9]:    [ -9  -6 -11 -13 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 212 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-2 -3 -5 -7 -8]
Recon[4:9]:    [-2 -3 -5 -7 -8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 213 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -7  -9 -10 -12 -13]
Recon[4:9]:    [ -7  -9 -10 -12 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 214 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-14 -17 -16 -14 -14]
Recon[4:9]:    [-14 -17 -16 -14 -14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 215 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-10  -9  -8 -10  -8]
Recon[4:9]:    [-10  -9  -8 -10  -8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 216 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-2 -3 -4 -5 -8]
Recon[4:9]:    [-2 -3 -4 -5 -8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 217 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-2 -4 -3 -2 -3]
Recon[4:9]:    [-2 -4 -3 -2 -3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 218 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-1 -3 -5 -5 -5]
Recon[4:9]:    [-1 -3 -5 -5 -5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 219 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-4 -7 -7 -7 -4]
Recon[4:9]:    [-4 -7 -7 -7 -4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 220 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-4 -2 -3 -4 -3]
Recon[4:9]:    [-4 -2 -3 -4 -3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 221 (NLMS Hamilton Beats (5min)):
Original[4:9]: [3 4 5 5 4]
Recon[4:9]:    [3 4 5 5 4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 222 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ 0 -1 -1 -4 -2]
Recon[4:9]:    [ 0 -1 -1 -4 -2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 223 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-3 -1 -1 -1 -2]
Recon[4:9]:    [-3 -1 -1 -1 -2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 224 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-2 -2  0  2  0]
Recon[4:9]:    [-2 -2  0  2  0]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 225 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-4 -4 -6 -7 -5]
Recon[4:9]:    [-4 -4 -6 -7 -5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 226 (NLMS Hamilton Beats (5min)):
Original[4:9]: [2 4 4 4 2]
Recon[4:9]:    [2 4 4 4 2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 227 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ 2  2 -1 -5 -2]
Recon[4:9]:    [ 2  2 -1 -5 -2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 228 (NLMS Hamilton Beats (5min)):
Original[4:9]: [8 9 5 2 2]
Recon[4:9]:    [8 9 5 2 2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 229 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-6 -5 -1 -5 -5]
Recon[4:9]:    [-6 -5 -1 -5 -5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 230 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-13 -16 -19 -15 -15]
Recon[4:9]:    [-13 -16 -19 -15 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 231 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-3 -1 -5 -6 -8]
Recon[4:9]:    [-3 -1 -5 -6 -8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 232 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-10  -6  -5  -8 -11]
Recon[4:9]:    [-10  -6  -5  -8 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 233 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-15 -13 -11 -13 -15]
Recon[4:9]:    [-15 -13 -11 -13 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 234 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-14 -16 -16 -19 -19]
Recon[4:9]:    [-14 -16 -16 -19 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 235 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-19 -21 -19 -20 -19]
Recon[4:9]:    [-19 -21 -19 -20 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 236 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-18 -16 -17 -21 -21]
Recon[4:9]:    [-18 -16 -17 -21 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 237 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -9 -13 -12 -15 -13]
Recon[4:9]:    [ -9 -13 -12 -15 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 238 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-16 -18 -17 -17 -16]
Recon[4:9]:    [-16 -18 -17 -17 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 239 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-17 -18 -19 -19 -20]
Recon[4:9]:    [-17 -18 -19 -19 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 240 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-22 -23 -25 -25 -26]
Recon[4:9]:    [-22 -23 -25 -25 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 241 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-32 -35 -35 -40 -40]
Recon[4:9]:    [-32 -35 -35 -40 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 242 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-27 -30 -29 -27 -29]
Recon[4:9]:    [-27 -30 -29 -27 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 243 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-25 -26 -26 -30 -32]
Recon[4:9]:    [-25 -26 -26 -30 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 244 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-24 -29 -26 -26 -27]
Recon[4:9]:    [-24 -29 -26 -26 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 245 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-28 -30 -30 -32 -34]
Recon[4:9]:    [-28 -30 -30 -32 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 246 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-24 -24 -27 -30 -32]
Recon[4:9]:    [-24 -24 -27 -30 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 247 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-28 -29 -30 -33 -34]
Recon[4:9]:    [-28 -29 -30 -33 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 248 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-31 -35 -36 -37 -36]
Recon[4:9]:    [-31 -35 -36 -37 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 249 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-20 -22 -26 -24 -25]
Recon[4:9]:    [-20 -22 -26 -24 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 250 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-21 -22 -25 -22 -24]
Recon[4:9]:    [-21 -22 -25 -22 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 251 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-12 -15 -17 -16 -15]
Recon[4:9]:    [-12 -15 -17 -16 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 252 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -7 -10 -10  -9 -10]
Recon[4:9]:    [ -7 -10 -10  -9 -10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 253 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-8 -6 -7 -5 -8]
Recon[4:9]:    [-8 -6 -7 -5 -8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 254 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-2 -3 -7 -8 -8]
Recon[4:9]:    [-2 -3 -7 -8 -8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 255 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-4 -1 -3 -6 -7]
Recon[4:9]:    [-4 -1 -3 -6 -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 256 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -7 -11 -12 -14 -15]
Recon[4:9]:    [ -7 -11 -12 -14 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 257 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-7 -6 -5 -3 -6]
Recon[4:9]:    [-7 -6 -5 -3 -6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 258 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -7  -2  -5  -6 -11]
Recon[4:9]:    [ -7  -2  -5  -6 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 259 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -8  -9  -8  -9 -10]
Recon[4:9]:    [ -8  -9  -8  -9 -10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 260 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -7  -9 -12 -13 -15]
Recon[4:9]:    [ -7  -9 -12 -13 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 261 (NLMS Hamilton Beats (5min)):
Original[4:9]: [5 4 2 0 0]
Recon[4:9]:    [5 4 2 0 0]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 262 (NLMS Hamilton Beats (5min)):
Original[4:9]: [5 3 2 6 3]
Recon[4:9]:    [5 3 2 6 3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 263 (NLMS Hamilton Beats (5min)):
Original[4:9]: [3 4 2 0 1]
Recon[4:9]:    [3 4 2 0 1]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 264 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ 1 -2 -2 -4 -2]
Recon[4:9]:    [ 1 -2 -2 -4 -2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 265 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -5  -7  -8 -12 -13]
Recon[4:9]:    [ -5  -7  -8 -12 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 266 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ 0 -4 -4 -5 -6]
Recon[4:9]:    [ 0 -4 -4 -5 -6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 267 (NLMS Hamilton Beats (5min)):
Original[4:9]: [6 9 6 5 3]
Recon[4:9]:    [6 9 6 5 3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 268 (NLMS Hamilton Beats (5min)):
Original[4:9]: [7 6 6 5 6]
Recon[4:9]:    [7 6 6 5 6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 269 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ 5  4  0 -3 -2]
Recon[4:9]:    [ 5  4  0 -3 -2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 270 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -7  -9  -8  -6 -10]
Recon[4:9]:    [ -7  -9  -8  -6 -10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 271 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-19 -20 -20 -18 -19]
Recon[4:9]:    [-19 -20 -20 -18 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 272 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -9 -10 -13 -16 -14]
Recon[4:9]:    [ -9 -10 -13 -16 -14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 273 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -8 -10 -13 -15 -16]
Recon[4:9]:    [ -8 -10 -13 -15 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 274 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-13 -11 -15 -15 -20]
Recon[4:9]:    [-13 -11 -15 -15 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 275 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-19 -17 -18 -19 -22]
Recon[4:9]:    [-19 -17 -18 -19 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 276 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-31 -30 -29 -30 -32]
Recon[4:9]:    [-31 -30 -29 -30 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 277 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-25 -27 -25 -23 -24]
Recon[4:9]:    [-25 -27 -25 -23 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 278 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-20 -19 -20 -20 -23]
Recon[4:9]:    [-20 -19 -20 -20 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 279 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-24 -26 -27 -24 -24]
Recon[4:9]:    [-24 -26 -27 -24 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 280 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-16 -21 -21 -21 -20]
Recon[4:9]:    [-16 -21 -21 -21 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 281 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-27 -32 -32 -31 -31]
Recon[4:9]:    [-27 -32 -32 -31 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 282 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-34 -33 -35 -37 -38]
Recon[4:9]:    [-34 -33 -35 -37 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 283 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-24 -27 -28 -29 -30]
Recon[4:9]:    [-24 -27 -28 -29 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 284 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-28 -30 -33 -33 -33]
Recon[4:9]:    [-28 -30 -33 -33 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 285 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-28 -28 -31 -34 -38]
Recon[4:9]:    [-28 -28 -31 -34 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 286 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-35 -37 -39 -38 -39]
Recon[4:9]:    [-35 -37 -39 -38 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 287 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-27 -29 -27 -27 -28]
Recon[4:9]:    [-27 -29 -27 -27 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 288 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-16 -19 -20 -19 -17]
Recon[4:9]:    [-16 -19 -20 -19 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 289 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-18 -16 -17 -17 -20]
Recon[4:9]:    [-18 -16 -17 -17 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 290 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-11 -15 -16 -20 -21]
Recon[4:9]:    [-11 -15 -16 -20 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 291 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-14 -18 -22 -23 -22]
Recon[4:9]:    [-14 -18 -22 -23 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 292 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-24 -25 -27 -28 -28]
Recon[4:9]:    [-24 -25 -27 -28 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 293 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-21 -23 -21 -21 -25]
Recon[4:9]:    [-21 -23 -21 -21 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 294 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-16 -16 -17 -16 -19]
Recon[4:9]:    [-16 -16 -17 -16 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 295 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-18 -18 -17 -17 -21]
Recon[4:9]:    [-18 -18 -17 -17 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 296 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-12 -16 -20 -20 -20]
Recon[4:9]:    [-12 -16 -20 -20 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 297 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-26 -23 -26 -30 -34]
Recon[4:9]:    [-26 -23 -26 -30 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 298 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-28 -31 -30 -30 -31]
Recon[4:9]:    [-28 -31 -30 -30 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 299 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-23 -26 -30 -30 -26]
Recon[4:9]:    [-23 -26 -30 -30 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 300 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-15 -16 -17 -18 -17]
Recon[4:9]:    [-15 -16 -17 -18 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 301 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-11 -14 -14 -18 -18]
Recon[4:9]:    [-11 -14 -14 -18 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 302 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-13 -14 -16 -17 -16]
Recon[4:9]:    [-13 -14 -16 -17 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 303 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-16 -20 -25 -25 -23]
Recon[4:9]:    [-16 -20 -25 -25 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 304 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-27 -29 -29 -28 -32]
Recon[4:9]:    [-27 -29 -29 -28 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 305 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-29 -34 -33 -34 -36]
Recon[4:9]:    [-29 -34 -33 -34 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 306 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-22 -21 -22 -24 -27]
Recon[4:9]:    [-22 -21 -22 -24 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 307 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-19 -18 -18 -20 -22]
Recon[4:9]:    [-19 -18 -18 -20 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 308 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-17 -22 -24 -23 -18]
Recon[4:9]:    [-17 -22 -24 -23 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 309 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-30 -29 -28 -30 -32]
Recon[4:9]:    [-30 -29 -28 -30 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 310 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-32 -33 -35 -35 -38]
Recon[4:9]:    [-32 -33 -35 -35 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 311 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-26 -29 -33 -30 -32]
Recon[4:9]:    [-26 -29 -33 -30 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 312 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-20 -20 -25 -26 -25]
Recon[4:9]:    [-20 -20 -25 -26 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 313 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-18 -17 -17 -17 -20]
Recon[4:9]:    [-18 -17 -17 -17 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 314 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-18 -21 -23 -22 -22]
Recon[4:9]:    [-18 -21 -23 -22 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 315 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-15 -16 -16 -16 -15]
Recon[4:9]:    [-15 -16 -16 -16 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 316 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-24 -21 -20 -21 -24]
Recon[4:9]:    [-24 -21 -20 -21 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 317 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-11 -14 -16 -18 -16]
Recon[4:9]:    [-11 -14 -16 -18 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 318 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-10 -13 -15 -18 -21]
Recon[4:9]:    [-10 -13 -15 -18 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 319 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -8 -14 -15 -17 -16]
Recon[4:9]:    [ -8 -14 -15 -17 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 320 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -9 -13 -16 -16 -15]
Recon[4:9]:    [ -9 -13 -16 -16 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 321 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -9 -10 -13 -12 -14]
Recon[4:9]:    [ -9 -10 -13 -12 -14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 322 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-10 -13 -15 -16 -19]
Recon[4:9]:    [-10 -13 -15 -16 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 323 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-3 -7 -5 -4 -4]
Recon[4:9]:    [-3 -7 -5 -4 -4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 324 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ 0 -2 -3 -4 -4]
Recon[4:9]:    [ 0 -2 -3 -4 -4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 325 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -5 -10  -8  -6  -8]
Recon[4:9]:    [ -5 -10  -8  -6  -8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 326 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-1 -1 -2 -4 -4]
Recon[4:9]:    [-1 -1 -2 -4 -4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 327 (NLMS Hamilton Beats (5min)):
Original[4:9]: [3 2 0 2 1]
Recon[4:9]:    [3 2 0 2 1]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 328 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ 0  2 -1 -3 -6]
Recon[4:9]:    [ 0  2 -1 -3 -6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 329 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ 1  0  0  1 -2]
Recon[4:9]:    [ 1  0  0  1 -2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 330 (NLMS Hamilton Beats (5min)):
Original[4:9]: [8 3 4 1 3]
Recon[4:9]:    [8 3 4 1 3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 331 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-3 -2 -3 -7 -7]
Recon[4:9]:    [-3 -2 -3 -7 -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 332 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-4 -8 -7 -6 -8]
Recon[4:9]:    [-4 -8 -7 -6 -8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 333 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-17 -19 -16 -16 -18]
Recon[4:9]:    [-17 -19 -16 -16 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 334 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-18 -20 -21 -25 -26]
Recon[4:9]:    [-18 -20 -21 -25 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 335 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -7  -9  -7 -11 -14]
Recon[4:9]:    [ -7  -9  -7 -11 -14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 336 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ 5  4  1 -1 -5]
Recon[4:9]:    [ 5  4  1 -1 -5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 337 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-2 -1 -2 -3 -4]
Recon[4:9]:    [-2 -1 -2 -3 -4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 338 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -9  -7  -8 -13 -12]
Recon[4:9]:    [ -9  -7  -8 -13 -12]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 339 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -4  -7  -9 -14 -10]
Recon[4:9]:    [ -4  -7  -9 -14 -10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 340 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-10 -12 -15 -19 -20]
Recon[4:9]:    [-10 -12 -15 -19 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 341 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-70 -69 -64 -64 -60]
Recon[4:9]:    [-70 -69 -64 -64 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 342 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-1  1  2  3  0]
Recon[4:9]:    [-1  1  2  3  0]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 343 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-22 -24 -28 -31 -32]
Recon[4:9]:    [-22 -24 -28 -31 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 344 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-20 -20 -21 -23 -21]
Recon[4:9]:    [-20 -20 -21 -23 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 345 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-17 -19 -19 -18 -18]
Recon[4:9]:    [-17 -19 -19 -18 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 346 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-11  -8  -9 -10 -12]
Recon[4:9]:    [-11  -8  -9 -10 -12]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 347 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-16 -19 -19 -20 -18]
Recon[4:9]:    [-16 -19 -19 -20 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 348 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-21 -21 -22 -21 -20]
Recon[4:9]:    [-21 -21 -22 -21 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 349 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-24 -27 -30 -31 -29]
Recon[4:9]:    [-24 -27 -30 -31 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 350 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-7 -5 -5 -7 -7]
Recon[4:9]:    [-7 -5 -5 -7 -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 351 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-15  -9  -2  -4  -6]
Recon[4:9]:    [-15  -9  -2  -4  -6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 352 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-10  -9 -10 -10  -9]
Recon[4:9]:    [-10  -9 -10 -10  -9]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 353 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-1 -3 -4 -3  1]
Recon[4:9]:    [-1 -3 -4 -3  1]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 354 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-2 -3 -5 -4 -2]
Recon[4:9]:    [-2 -3 -5 -4 -2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 355 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-12  -9  -9 -11 -11]
Recon[4:9]:    [-12  -9  -9 -11 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 356 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-5 -3 -1 -3 -2]
Recon[4:9]:    [-5 -3 -1 -3 -2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 357 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-6 -6 -6 -9 -7]
Recon[4:9]:    [-6 -6 -6 -9 -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 358 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-1 -1 -3 -4 -6]
Recon[4:9]:    [-1 -1 -3 -4 -6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 359 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-10 -12 -14 -13 -10]
Recon[4:9]:    [-10 -12 -14 -13 -10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 360 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -9 -12 -12 -15 -11]
Recon[4:9]:    [ -9 -12 -12 -15 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 361 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-7 -3 -4 -2 -6]
Recon[4:9]:    [-7 -3 -4 -2 -6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 362 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ 2  1 -1 -1  1]
Recon[4:9]:    [ 2  1 -1 -1  1]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 363 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ 1  1  3 -1 -6]
Recon[4:9]:    [ 1  1  3 -1 -6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 364 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-5 -4 -1  2  3]
Recon[4:9]:    [-5 -4 -1  2  3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 365 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-6 -6 -3 -1 -4]
Recon[4:9]:    [-6 -6 -3 -1 -4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 366 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-10 -10 -10  -8  -9]
Recon[4:9]:    [-10 -10 -10  -8  -9]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 367 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -3  -6  -7 -11  -8]
Recon[4:9]:    [ -3  -6  -7 -11  -8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 368 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -6  -6  -9  -8 -10]
Recon[4:9]:    [ -6  -6  -9  -8 -10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 369 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-13 -14 -16 -18 -12]
Recon[4:9]:    [-13 -14 -16 -18 -12]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 370 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-21 -19 -21 -21 -25]
Recon[4:9]:    [-21 -19 -21 -21 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 371 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-27 -26 -24 -24 -28]
Recon[4:9]:    [-27 -26 -24 -24 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 372 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-13 -12 -11 -11 -12]
Recon[4:9]:    [-13 -12 -11 -11 -12]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 373 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -6  -7 -10 -12 -11]
Recon[4:9]:    [ -6  -7 -10 -12 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 374 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-5 -8 -8 -5 -7]
Recon[4:9]:    [-5 -8 -8 -5 -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 375 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-23 -21 -20 -22 -26]
Recon[4:9]:    [-23 -21 -20 -22 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 376 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-12 -14 -16 -17 -16]
Recon[4:9]:    [-12 -14 -16 -17 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 377 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-11 -13 -15 -15 -15]
Recon[4:9]:    [-11 -13 -15 -15 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 378 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-15 -14 -13 -16 -17]
Recon[4:9]:    [-15 -14 -13 -16 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 379 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-13 -15 -17 -19 -19]
Recon[4:9]:    [-13 -15 -17 -19 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 380 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-12 -12 -11 -11 -13]
Recon[4:9]:    [-12 -12 -11 -11 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 381 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-16 -17 -16 -16 -18]
Recon[4:9]:    [-16 -17 -16 -16 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 382 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-18 -18 -20 -22 -24]
Recon[4:9]:    [-18 -18 -20 -22 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 383 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-21 -24 -25 -32 -34]
Recon[4:9]:    [-21 -24 -25 -32 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 384 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-30 -28 -33 -34 -37]
Recon[4:9]:    [-30 -28 -33 -34 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 385 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-33 -33 -37 -39 -38]
Recon[4:9]:    [-33 -33 -37 -39 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 386 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-31 -32 -34 -35 -39]
Recon[4:9]:    [-31 -32 -34 -35 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 387 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-27 -27 -27 -28 -31]
Recon[4:9]:    [-27 -27 -27 -28 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 388 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-31 -32 -33 -33 -35]
Recon[4:9]:    [-31 -32 -33 -33 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 389 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-24 -29 -30 -34 -35]
Recon[4:9]:    [-24 -29 -30 -34 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 390 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-25 -26 -29 -31 -32]
Recon[4:9]:    [-25 -26 -29 -31 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 391 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-20 -19 -22 -25 -26]
Recon[4:9]:    [-20 -19 -22 -25 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 392 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-24 -25 -25 -22 -28]
Recon[4:9]:    [-24 -25 -25 -22 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 393 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-31 -30 -28 -29 -31]
Recon[4:9]:    [-31 -30 -28 -29 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 394 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-27 -26 -27 -23 -27]
Recon[4:9]:    [-27 -26 -27 -23 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 395 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-24 -21 -22 -24 -28]
Recon[4:9]:    [-24 -21 -22 -24 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 396 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-14 -13 -13 -15 -17]
Recon[4:9]:    [-14 -13 -13 -15 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 397 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-23 -23 -20 -23 -25]
Recon[4:9]:    [-23 -23 -20 -23 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 398 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-18 -19 -18 -18 -19]
Recon[4:9]:    [-18 -19 -18 -18 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 399 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-15 -16 -17 -18 -23]
Recon[4:9]:    [-15 -16 -17 -18 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 400 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-14 -15 -13 -13 -17]
Recon[4:9]:    [-14 -15 -13 -13 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 401 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-24 -27 -29 -31 -32]
Recon[4:9]:    [-24 -27 -29 -31 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 402 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-27 -25 -27 -29 -31]
Recon[4:9]:    [-27 -25 -27 -29 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 403 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-14 -17 -17 -22 -20]
Recon[4:9]:    [-14 -17 -17 -22 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 404 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-18 -19 -23 -25 -25]
Recon[4:9]:    [-18 -19 -23 -25 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 405 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-25 -27 -29 -33 -31]
Recon[4:9]:    [-25 -27 -29 -33 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 406 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-24 -26 -24 -27 -31]
Recon[4:9]:    [-24 -26 -24 -27 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 407 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -9 -10  -9  -9 -13]
Recon[4:9]:    [ -9 -10  -9  -9 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 408 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -8  -9 -11 -14 -16]
Recon[4:9]:    [ -8  -9 -11 -14 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 409 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-20 -20 -20 -18 -20]
Recon[4:9]:    [-20 -20 -20 -18 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 410 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-19 -20 -25 -27 -27]
Recon[4:9]:    [-19 -20 -25 -27 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 411 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-13 -14 -16 -16 -16]
Recon[4:9]:    [-13 -14 -16 -16 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 412 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-1 -3 -2 -2 -4]
Recon[4:9]:    [-1 -3 -2 -2 -4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 413 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-2 -3 -2 -5 -7]
Recon[4:9]:    [-2 -3 -2 -5 -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 414 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-14 -16 -20 -21 -23]
Recon[4:9]:    [-14 -16 -20 -21 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 415 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-31 -29 -31 -32 -33]
Recon[4:9]:    [-31 -29 -31 -32 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 416 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-18 -17 -16 -17 -23]
Recon[4:9]:    [-18 -17 -16 -17 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 417 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-25 -22 -23 -23 -26]
Recon[4:9]:    [-25 -22 -23 -23 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 418 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-19 -22 -24 -23 -23]
Recon[4:9]:    [-19 -22 -24 -23 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 419 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-44 -42 -42 -45 -46]
Recon[4:9]:    [-44 -42 -42 -45 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 420 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-39 -41 -41 -42 -44]
Recon[4:9]:    [-39 -41 -41 -42 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 421 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-27 -27 -28 -29 -30]
Recon[4:9]:    [-27 -27 -28 -29 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 422 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-16 -13 -16 -19 -22]
Recon[4:9]:    [-16 -13 -16 -19 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 423 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-18 -17 -22 -22 -19]
Recon[4:9]:    [-18 -17 -22 -22 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 424 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-21 -26 -28 -27 -27]
Recon[4:9]:    [-21 -26 -28 -27 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 425 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-28 -30 -30 -30 -31]
Recon[4:9]:    [-28 -30 -30 -30 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 426 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-29 -31 -26 -28 -32]
Recon[4:9]:    [-29 -31 -26 -28 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 427 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-17 -19 -21 -20 -20]
Recon[4:9]:    [-17 -19 -21 -20 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 428 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-11 -11  -9 -11 -13]
Recon[4:9]:    [-11 -11  -9 -11 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 429 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-11 -12 -14 -14 -12]
Recon[4:9]:    [-11 -12 -14 -14 -12]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 430 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-26 -22 -21 -22 -26]
Recon[4:9]:    [-26 -22 -21 -22 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- NLMS Hamilton Beats (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added NLMS results for Hamilton Beats: CR Rice=1.542, CR Huff=1.708, mean L2=33.95737
Best params for GASS Hamilton Beats (10s): {'order': 4, 'mu': 1e-07, 'rho': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (GASS Hamilton Beats (5min)):
Original[4:9]: [35 35 35 35 35]
Recon[4:9]:    [35 35 35 35 35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (GASS Hamilton Beats (5min)):
Original[4:9]: [-34 -34 -36 -35 -33]
Recon[4:9]:    [-34 -34 -36 -35 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (GASS Hamilton Beats (5min)):
Original[4:9]: [-59 -57 -54 -54 -59]
Recon[4:9]:    [-59 -57 -54 -54 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (GASS Hamilton Beats (5min)):
Original[4:9]: [-103  -93  -92  -93  -99]
Recon[4:9]:    [-103  -93  -92  -93  -99]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (GASS Hamilton Beats (5min)):
Original[4:9]: [-125 -123 -120 -122 -122]
Recon[4:9]:    [-125 -123 -120 -122 -122]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (GASS Hamilton Beats (5min)):
Original[4:9]: [-81 -82 -82 -80 -78]
Recon[4:9]:    [-81 -82 -82 -80 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (GASS Hamilton Beats (5min)):
Original[4:9]: [-67 -62 -63 -61 -64]
Recon[4:9]:    [-67 -62 -63 -61 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (GASS Hamilton Beats (5min)):
Original[4:9]: [-46 -43 -40 -38 -38]
Recon[4:9]:    [-46 -43 -40 -38 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (GASS Hamilton Beats (5min)):
Original[4:9]: [-40 -42 -42 -43 -40]
Recon[4:9]:    [-40 -42 -42 -43 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (GASS Hamilton Beats (5min)):
Original[4:9]: [-37 -35 -31 -33 -33]
Recon[4:9]:    [-37 -35 -31 -33 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (GASS Hamilton Beats (5min)):
Original[4:9]: [-25 -23 -20 -16 -17]
Recon[4:9]:    [-25 -23 -20 -16 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (GASS Hamilton Beats (5min)):
Original[4:9]: [ 2 -4 -7  1 10]
Recon[4:9]:    [ 2 -4 -7  1 10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (GASS Hamilton Beats (5min)):
Original[4:9]: [ 15  14   3 -10 -16]
Recon[4:9]:    [ 15  14   3 -10 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (GASS Hamilton Beats (5min)):
Original[4:9]: [ 6 11 15 19 20]
Recon[4:9]:    [ 6 11 15 19 20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (GASS Hamilton Beats (5min)):
Original[4:9]: [-11  -8  -8  -2   3]
Recon[4:9]:    [-11  -8  -8  -2   3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (GASS Hamilton Beats (5min)):
Original[4:9]: [-18 -13 -10  -8 -10]
Recon[4:9]:    [-18 -13 -10  -8 -10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (GASS Hamilton Beats (5min)):
Original[4:9]: [-24 -21 -20 -18 -16]
Recon[4:9]:    [-24 -21 -20 -18 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (GASS Hamilton Beats (5min)):
Original[4:9]: [-11  -9  -9 -10  -8]
Recon[4:9]:    [-11  -9  -9 -10  -8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (GASS Hamilton Beats (5min)):
Original[4:9]: [-24 -20 -15 -13 -11]
Recon[4:9]:    [-24 -20 -15 -13 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (GASS Hamilton Beats (5min)):
Original[4:9]: [-21 -19 -19 -16 -15]
Recon[4:9]:    [-21 -19 -19 -16 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (GASS Hamilton Beats (5min)):
Original[4:9]: [-27 -22 -18 -20 -17]
Recon[4:9]:    [-27 -22 -18 -20 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (GASS Hamilton Beats (5min)):
Original[4:9]: [-15 -15 -12  -8  -5]
Recon[4:9]:    [-15 -15 -12  -8  -5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (GASS Hamilton Beats (5min)):
Original[4:9]: [-7 -4 -2 -2  1]
Recon[4:9]:    [-7 -4 -2 -2  1]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (GASS Hamilton Beats (5min)):
Original[4:9]: [-5 -5 -1  1  4]
Recon[4:9]:    [-5 -5 -1  1  4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (GASS Hamilton Beats (5min)):
Original[4:9]: [-12 -11 -15 -13 -11]
Recon[4:9]:    [-12 -11 -15 -13 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (GASS Hamilton Beats (5min)):
Original[4:9]: [-24 -23 -18 -14 -13]
Recon[4:9]:    [-24 -23 -18 -14 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (GASS Hamilton Beats (5min)):
Original[4:9]: [-17 -12  -7  -4  -2]
Recon[4:9]:    [-17 -12  -7  -4  -2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (GASS Hamilton Beats (5min)):
Original[4:9]: [-4 -5 -2  1  4]
Recon[4:9]:    [-4 -5 -2  1  4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (GASS Hamilton Beats (5min)):
Original[4:9]: [-41 -36 -30 -30 -29]
Recon[4:9]:    [-41 -36 -30 -30 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (GASS Hamilton Beats (5min)):
Original[4:9]: [-32 -28 -25 -23 -23]
Recon[4:9]:    [-32 -28 -25 -23 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (GASS Hamilton Beats (5min)):
Original[4:9]: [-33 -33 -30 -30 -24]
Recon[4:9]:    [-33 -33 -30 -30 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (GASS Hamilton Beats (5min)):
Original[4:9]: [-6 -7 -5 -1  1]
Recon[4:9]:    [-6 -7 -5 -1  1]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (GASS Hamilton Beats (5min)):
Original[4:9]: [-7 -8 -8 -5 -3]
Recon[4:9]:    [-7 -8 -8 -5 -3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (GASS Hamilton Beats (5min)):
Original[4:9]: [-15 -12 -12  -8  -7]
Recon[4:9]:    [-15 -12 -12  -8  -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (GASS Hamilton Beats (5min)):
Original[4:9]: [-25 -21 -20 -20 -19]
Recon[4:9]:    [-25 -21 -20 -20 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (GASS Hamilton Beats (5min)):
Original[4:9]: [-17 -17 -18 -17 -16]
Recon[4:9]:    [-17 -17 -18 -17 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (GASS Hamilton Beats (5min)):
Original[4:9]: [-13 -13 -15 -14 -15]
Recon[4:9]:    [-13 -13 -15 -14 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (GASS Hamilton Beats (5min)):
Original[4:9]: [-14 -15 -13 -15 -14]
Recon[4:9]:    [-14 -15 -13 -15 -14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (GASS Hamilton Beats (5min)):
Original[4:9]: [-10 -11 -12  -8  -7]
Recon[4:9]:    [-10 -11 -12  -8  -7]
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DEBUG Segment 39 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 40 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 41 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 42 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 43 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 44 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-15 -13 -10 -11 -12]
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L2 calculation: 0.0

DEBUG Segment 45 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 46 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 47 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 48 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 49 (GASS Hamilton Beats (5min)):
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DEBUG Segment 50 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 51 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [15 15 16 17 17]
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L2 calculation: 0.0

DEBUG Segment 52 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [18 15 18 18 18]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 53 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [21 17 18 20 17]
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L2 calculation: 0.0

DEBUG Segment 54 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 55 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 56 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 57 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 58 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 59 (GASS Hamilton Beats (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 60 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-28 -28 -28 -27 -21]
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L2 calculation: 0.0

DEBUG Segment 61 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-13 -14 -11 -10 -13]
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L2 calculation: 0.0

DEBUG Segment 62 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 63 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 64 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 65 (GASS Hamilton Beats (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 66 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-29 -30 -33 -35 -37]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 67 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-32 -30 -36 -38 -38]
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L2 calculation: 0.0

DEBUG Segment 68 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 69 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 70 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-29 -33 -31 -34 -35]
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L2 calculation: 0.0

DEBUG Segment 71 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-35 -35 -37 -41 -41]
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L2 calculation: 0.0

DEBUG Segment 72 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-32 -31 -29 -34 -35]
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L2 calculation: 0.0

DEBUG Segment 73 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 74 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-25 -27 -29 -27 -26]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 75 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-18 -15 -13 -15 -16]
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L2 calculation: 0.0

DEBUG Segment 76 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-16 -16 -15 -17 -17]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 77 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-22 -21 -21 -22 -24]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 78 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-13 -12 -14 -18 -20]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 79 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-20 -19 -20 -21 -21]
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L2 calculation: 0.0

DEBUG Segment 80 (GASS Hamilton Beats (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 81 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-12 -13 -16 -18 -19]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 82 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-11 -11 -10 -11 -12]
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L2 calculation: 0.0

DEBUG Segment 83 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-14 -13 -15 -17 -19]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 84 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-19 -18 -22 -24 -25]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 85 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-27 -29 -30 -35 -33]
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L2 calculation: 0.0

DEBUG Segment 86 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-19 -19 -22 -27 -24]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 87 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-14 -15 -16 -20 -20]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 88 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 89 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-11 -14 -14 -17 -19]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 90 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-21 -22 -25 -26 -24]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 91 (GASS Hamilton Beats (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 92 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-14 -14 -20 -21 -18]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 93 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 94 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 95 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-23 -24 -26 -25 -27]
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L2 calculation: 0.0

DEBUG Segment 96 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-21 -25 -28 -28 -31]
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L2 calculation: 0.0

DEBUG Segment 97 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 98 (GASS Hamilton Beats (5min)):
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DEBUG Segment 99 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-20 -22 -25 -24 -23]
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L2 calculation: 0.0

DEBUG Segment 100 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-35 -36 -40 -44 -42]
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DEBUG Segment 101 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-34 -37 -38 -41 -38]
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L2 calculation: 0.0

DEBUG Segment 102 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-18 -19 -17 -20 -23]
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DEBUG Segment 103 (GASS Hamilton Beats (5min)):
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DEBUG Segment 104 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-20 -20 -19 -21 -24]
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DEBUG Segment 105 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-31 -32 -31 -35 -34]
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DEBUG Segment 106 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-25 -27 -28 -28 -31]
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L2 calculation: 0.0

DEBUG Segment 107 (GASS Hamilton Beats (5min)):
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DEBUG Segment 108 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 109 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-19 -18 -19 -20 -24]
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DEBUG Segment 110 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-21 -22 -26 -28 -29]
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L2 calculation: 0.0

DEBUG Segment 111 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-22 -24 -21 -24 -28]
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DEBUG Segment 112 (GASS Hamilton Beats (5min)):
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DEBUG Segment 113 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-14 -16 -20 -20 -19]
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L2 calculation: 0.0

DEBUG Segment 114 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 115 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-51 -49 -49 -43 -37]
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DEBUG Segment 116 (GASS Hamilton Beats (5min)):
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DEBUG Segment 117 (GASS Hamilton Beats (5min)):
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DEBUG Segment 118 (GASS Hamilton Beats (5min)):
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DEBUG Segment 119 (GASS Hamilton Beats (5min)):
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DEBUG Segment 120 (GASS Hamilton Beats (5min)):
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DEBUG Segment 121 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-22 -17 -18 -20 -22]
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DEBUG Segment 122 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-29 -27 -30 -32 -35]
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DEBUG Segment 123 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-29 -28 -28 -30 -35]
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L2 calculation: 0.0

DEBUG Segment 124 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-20 -21 -22 -21 -21]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 125 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 126 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-17 -20 -19 -19 -19]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 127 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-26 -28 -31 -30 -31]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 128 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-29 -28 -31 -32 -33]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 129 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-41 -43 -39 -41 -43]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 130 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-27 -30 -34 -33 -33]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 131 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 132 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 133 (GASS Hamilton Beats (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 134 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 135 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 136 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 137 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 138 (GASS Hamilton Beats (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 139 (GASS Hamilton Beats (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 140 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 141 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 142 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 143 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-24 -28 -29 -29 -28]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 144 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-23 -24 -25 -26 -24]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 145 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 146 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 147 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 148 (GASS Hamilton Beats (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 149 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 150 (GASS Hamilton Beats (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 151 (GASS Hamilton Beats (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 152 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 153 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 154 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 155 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 156 (GASS Hamilton Beats (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 157 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-26 -29 -29 -29 -30]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 158 (GASS Hamilton Beats (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 159 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 160 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 161 (GASS Hamilton Beats (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 162 (GASS Hamilton Beats (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 163 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 164 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 165 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 166 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 167 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 168 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 169 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 170 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 171 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 172 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 173 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 174 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 175 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 176 (GASS Hamilton Beats (5min)):
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DEBUG Segment 177 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 178 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 179 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 180 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 181 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 182 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 183 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 184 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 185 (GASS Hamilton Beats (5min)):
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DEBUG Segment 186 (GASS Hamilton Beats (5min)):
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DEBUG Segment 187 (GASS Hamilton Beats (5min)):
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DEBUG Segment 188 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 189 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 190 (GASS Hamilton Beats (5min)):
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DEBUG Segment 191 (GASS Hamilton Beats (5min)):
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DEBUG Segment 192 (GASS Hamilton Beats (5min)):
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DEBUG Segment 193 (GASS Hamilton Beats (5min)):
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DEBUG Segment 194 (GASS Hamilton Beats (5min)):
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DEBUG Segment 195 (GASS Hamilton Beats (5min)):
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DEBUG Segment 196 (GASS Hamilton Beats (5min)):
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DEBUG Segment 197 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-23 -24 -26 -27 -25]
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DEBUG Segment 198 (GASS Hamilton Beats (5min)):
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DEBUG Segment 199 (GASS Hamilton Beats (5min)):
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DEBUG Segment 200 (GASS Hamilton Beats (5min)):
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DEBUG Segment 201 (GASS Hamilton Beats (5min)):
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DEBUG Segment 202 (GASS Hamilton Beats (5min)):
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DEBUG Segment 203 (GASS Hamilton Beats (5min)):
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DEBUG Segment 204 (GASS Hamilton Beats (5min)):
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DEBUG Segment 205 (GASS Hamilton Beats (5min)):
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DEBUG Segment 206 (GASS Hamilton Beats (5min)):
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DEBUG Segment 207 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-17 -16 -15 -19 -21]
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DEBUG Segment 208 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-27 -27 -30 -31 -34]
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L2 calculation: 0.0

DEBUG Segment 209 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-19 -19 -20 -23 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 210 (GASS Hamilton Beats (5min)):
Original[4:9]: [ -7  -9  -8 -10 -11]
Recon[4:9]:    [ -7  -9  -8 -10 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 211 (GASS Hamilton Beats (5min)):
Original[4:9]: [ -9  -6 -11 -13 -15]
Recon[4:9]:    [ -9  -6 -11 -13 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 212 (GASS Hamilton Beats (5min)):
Original[4:9]: [-2 -3 -5 -7 -8]
Recon[4:9]:    [-2 -3 -5 -7 -8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 213 (GASS Hamilton Beats (5min)):
Original[4:9]: [ -7  -9 -10 -12 -13]
Recon[4:9]:    [ -7  -9 -10 -12 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 214 (GASS Hamilton Beats (5min)):
Original[4:9]: [-14 -17 -16 -14 -14]
Recon[4:9]:    [-14 -17 -16 -14 -14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 215 (GASS Hamilton Beats (5min)):
Original[4:9]: [-10  -9  -8 -10  -8]
Recon[4:9]:    [-10  -9  -8 -10  -8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 216 (GASS Hamilton Beats (5min)):
Original[4:9]: [-2 -3 -4 -5 -8]
Recon[4:9]:    [-2 -3 -4 -5 -8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 217 (GASS Hamilton Beats (5min)):
Original[4:9]: [-2 -4 -3 -2 -3]
Recon[4:9]:    [-2 -4 -3 -2 -3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 218 (GASS Hamilton Beats (5min)):
Original[4:9]: [-1 -3 -5 -5 -5]
Recon[4:9]:    [-1 -3 -5 -5 -5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 219 (GASS Hamilton Beats (5min)):
Original[4:9]: [-4 -7 -7 -7 -4]
Recon[4:9]:    [-4 -7 -7 -7 -4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 220 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-4 -2 -3 -4 -3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 221 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [3 4 5 5 4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 222 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [ 0 -1 -1 -4 -2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 223 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-3 -1 -1 -1 -2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 224 (GASS Hamilton Beats (5min)):
Original[4:9]: [-2 -2  0  2  0]
Recon[4:9]:    [-2 -2  0  2  0]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 225 (GASS Hamilton Beats (5min)):
Original[4:9]: [-4 -4 -6 -7 -5]
Recon[4:9]:    [-4 -4 -6 -7 -5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 226 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [2 4 4 4 2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 227 (GASS Hamilton Beats (5min)):
Original[4:9]: [ 2  2 -1 -5 -2]
Recon[4:9]:    [ 2  2 -1 -5 -2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 228 (GASS Hamilton Beats (5min)):
Original[4:9]: [8 9 5 2 2]
Recon[4:9]:    [8 9 5 2 2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 229 (GASS Hamilton Beats (5min)):
Original[4:9]: [-6 -5 -1 -5 -5]
Recon[4:9]:    [-6 -5 -1 -5 -5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 230 (GASS Hamilton Beats (5min)):
Original[4:9]: [-13 -16 -19 -15 -15]
Recon[4:9]:    [-13 -16 -19 -15 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 231 (GASS Hamilton Beats (5min)):
Original[4:9]: [-3 -1 -5 -6 -8]
Recon[4:9]:    [-3 -1 -5 -6 -8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 232 (GASS Hamilton Beats (5min)):
Original[4:9]: [-10  -6  -5  -8 -11]
Recon[4:9]:    [-10  -6  -5  -8 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 233 (GASS Hamilton Beats (5min)):
Original[4:9]: [-15 -13 -11 -13 -15]
Recon[4:9]:    [-15 -13 -11 -13 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 234 (GASS Hamilton Beats (5min)):
Original[4:9]: [-14 -16 -16 -19 -19]
Recon[4:9]:    [-14 -16 -16 -19 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 235 (GASS Hamilton Beats (5min)):
Original[4:9]: [-19 -21 -19 -20 -19]
Recon[4:9]:    [-19 -21 -19 -20 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 236 (GASS Hamilton Beats (5min)):
Original[4:9]: [-18 -16 -17 -21 -21]
Recon[4:9]:    [-18 -16 -17 -21 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 237 (GASS Hamilton Beats (5min)):
Original[4:9]: [ -9 -13 -12 -15 -13]
Recon[4:9]:    [ -9 -13 -12 -15 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 238 (GASS Hamilton Beats (5min)):
Original[4:9]: [-16 -18 -17 -17 -16]
Recon[4:9]:    [-16 -18 -17 -17 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 239 (GASS Hamilton Beats (5min)):
Original[4:9]: [-17 -18 -19 -19 -20]
Recon[4:9]:    [-17 -18 -19 -19 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 240 (GASS Hamilton Beats (5min)):
Original[4:9]: [-22 -23 -25 -25 -26]
Recon[4:9]:    [-22 -23 -25 -25 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 241 (GASS Hamilton Beats (5min)):
Original[4:9]: [-32 -35 -35 -40 -40]
Recon[4:9]:    [-32 -35 -35 -40 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 242 (GASS Hamilton Beats (5min)):
Original[4:9]: [-27 -30 -29 -27 -29]
Recon[4:9]:    [-27 -30 -29 -27 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 243 (GASS Hamilton Beats (5min)):
Original[4:9]: [-25 -26 -26 -30 -32]
Recon[4:9]:    [-25 -26 -26 -30 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 244 (GASS Hamilton Beats (5min)):
Original[4:9]: [-24 -29 -26 -26 -27]
Recon[4:9]:    [-24 -29 -26 -26 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 245 (GASS Hamilton Beats (5min)):
Original[4:9]: [-28 -30 -30 -32 -34]
Recon[4:9]:    [-28 -30 -30 -32 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 246 (GASS Hamilton Beats (5min)):
Original[4:9]: [-24 -24 -27 -30 -32]
Recon[4:9]:    [-24 -24 -27 -30 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 247 (GASS Hamilton Beats (5min)):
Original[4:9]: [-28 -29 -30 -33 -34]
Recon[4:9]:    [-28 -29 -30 -33 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 248 (GASS Hamilton Beats (5min)):
Original[4:9]: [-31 -35 -36 -37 -36]
Recon[4:9]:    [-31 -35 -36 -37 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 249 (GASS Hamilton Beats (5min)):
Original[4:9]: [-20 -22 -26 -24 -25]
Recon[4:9]:    [-20 -22 -26 -24 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 250 (GASS Hamilton Beats (5min)):
Original[4:9]: [-21 -22 -25 -22 -24]
Recon[4:9]:    [-21 -22 -25 -22 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 251 (GASS Hamilton Beats (5min)):
Original[4:9]: [-12 -15 -17 -16 -15]
Recon[4:9]:    [-12 -15 -17 -16 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 252 (GASS Hamilton Beats (5min)):
Original[4:9]: [ -7 -10 -10  -9 -10]
Recon[4:9]:    [ -7 -10 -10  -9 -10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 253 (GASS Hamilton Beats (5min)):
Original[4:9]: [-8 -6 -7 -5 -8]
Recon[4:9]:    [-8 -6 -7 -5 -8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 254 (GASS Hamilton Beats (5min)):
Original[4:9]: [-2 -3 -7 -8 -8]
Recon[4:9]:    [-2 -3 -7 -8 -8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 255 (GASS Hamilton Beats (5min)):
Original[4:9]: [-4 -1 -3 -6 -7]
Recon[4:9]:    [-4 -1 -3 -6 -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 256 (GASS Hamilton Beats (5min)):
Original[4:9]: [ -7 -11 -12 -14 -15]
Recon[4:9]:    [ -7 -11 -12 -14 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 257 (GASS Hamilton Beats (5min)):
Original[4:9]: [-7 -6 -5 -3 -6]
Recon[4:9]:    [-7 -6 -5 -3 -6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 258 (GASS Hamilton Beats (5min)):
Original[4:9]: [ -7  -2  -5  -6 -11]
Recon[4:9]:    [ -7  -2  -5  -6 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 259 (GASS Hamilton Beats (5min)):
Original[4:9]: [ -8  -9  -8  -9 -10]
Recon[4:9]:    [ -8  -9  -8  -9 -10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 260 (GASS Hamilton Beats (5min)):
Original[4:9]: [ -7  -9 -12 -13 -15]
Recon[4:9]:    [ -7  -9 -12 -13 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 261 (GASS Hamilton Beats (5min)):
Original[4:9]: [5 4 2 0 0]
Recon[4:9]:    [5 4 2 0 0]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 262 (GASS Hamilton Beats (5min)):
Original[4:9]: [5 3 2 6 3]
Recon[4:9]:    [5 3 2 6 3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 263 (GASS Hamilton Beats (5min)):
Original[4:9]: [3 4 2 0 1]
Recon[4:9]:    [3 4 2 0 1]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 264 (GASS Hamilton Beats (5min)):
Original[4:9]: [ 1 -2 -2 -4 -2]
Recon[4:9]:    [ 1 -2 -2 -4 -2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 265 (GASS Hamilton Beats (5min)):
Original[4:9]: [ -5  -7  -8 -12 -13]
Recon[4:9]:    [ -5  -7  -8 -12 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 266 (GASS Hamilton Beats (5min)):
Original[4:9]: [ 0 -4 -4 -5 -6]
Recon[4:9]:    [ 0 -4 -4 -5 -6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 267 (GASS Hamilton Beats (5min)):
Original[4:9]: [6 9 6 5 3]
Recon[4:9]:    [6 9 6 5 3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 268 (GASS Hamilton Beats (5min)):
Original[4:9]: [7 6 6 5 6]
Recon[4:9]:    [7 6 6 5 6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 269 (GASS Hamilton Beats (5min)):
Original[4:9]: [ 5  4  0 -3 -2]
Recon[4:9]:    [ 5  4  0 -3 -2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 270 (GASS Hamilton Beats (5min)):
Original[4:9]: [ -7  -9  -8  -6 -10]
Recon[4:9]:    [ -7  -9  -8  -6 -10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 271 (GASS Hamilton Beats (5min)):
Original[4:9]: [-19 -20 -20 -18 -19]
Recon[4:9]:    [-19 -20 -20 -18 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 272 (GASS Hamilton Beats (5min)):
Original[4:9]: [ -9 -10 -13 -16 -14]
Recon[4:9]:    [ -9 -10 -13 -16 -14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 273 (GASS Hamilton Beats (5min)):
Original[4:9]: [ -8 -10 -13 -15 -16]
Recon[4:9]:    [ -8 -10 -13 -15 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 274 (GASS Hamilton Beats (5min)):
Original[4:9]: [-13 -11 -15 -15 -20]
Recon[4:9]:    [-13 -11 -15 -15 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 275 (GASS Hamilton Beats (5min)):
Original[4:9]: [-19 -17 -18 -19 -22]
Recon[4:9]:    [-19 -17 -18 -19 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 276 (GASS Hamilton Beats (5min)):
Original[4:9]: [-31 -30 -29 -30 -32]
Recon[4:9]:    [-31 -30 -29 -30 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 277 (GASS Hamilton Beats (5min)):
Original[4:9]: [-25 -27 -25 -23 -24]
Recon[4:9]:    [-25 -27 -25 -23 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 278 (GASS Hamilton Beats (5min)):
Original[4:9]: [-20 -19 -20 -20 -23]
Recon[4:9]:    [-20 -19 -20 -20 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 279 (GASS Hamilton Beats (5min)):
Original[4:9]: [-24 -26 -27 -24 -24]
Recon[4:9]:    [-24 -26 -27 -24 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 280 (GASS Hamilton Beats (5min)):
Original[4:9]: [-16 -21 -21 -21 -20]
Recon[4:9]:    [-16 -21 -21 -21 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 281 (GASS Hamilton Beats (5min)):
Original[4:9]: [-27 -32 -32 -31 -31]
Recon[4:9]:    [-27 -32 -32 -31 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 282 (GASS Hamilton Beats (5min)):
Original[4:9]: [-34 -33 -35 -37 -38]
Recon[4:9]:    [-34 -33 -35 -37 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 283 (GASS Hamilton Beats (5min)):
Original[4:9]: [-24 -27 -28 -29 -30]
Recon[4:9]:    [-24 -27 -28 -29 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 284 (GASS Hamilton Beats (5min)):
Original[4:9]: [-28 -30 -33 -33 -33]
Recon[4:9]:    [-28 -30 -33 -33 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 285 (GASS Hamilton Beats (5min)):
Original[4:9]: [-28 -28 -31 -34 -38]
Recon[4:9]:    [-28 -28 -31 -34 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 286 (GASS Hamilton Beats (5min)):
Original[4:9]: [-35 -37 -39 -38 -39]
Recon[4:9]:    [-35 -37 -39 -38 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 287 (GASS Hamilton Beats (5min)):
Original[4:9]: [-27 -29 -27 -27 -28]
Recon[4:9]:    [-27 -29 -27 -27 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 288 (GASS Hamilton Beats (5min)):
Original[4:9]: [-16 -19 -20 -19 -17]
Recon[4:9]:    [-16 -19 -20 -19 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 289 (GASS Hamilton Beats (5min)):
Original[4:9]: [-18 -16 -17 -17 -20]
Recon[4:9]:    [-18 -16 -17 -17 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 290 (GASS Hamilton Beats (5min)):
Original[4:9]: [-11 -15 -16 -20 -21]
Recon[4:9]:    [-11 -15 -16 -20 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 291 (GASS Hamilton Beats (5min)):
Original[4:9]: [-14 -18 -22 -23 -22]
Recon[4:9]:    [-14 -18 -22 -23 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 292 (GASS Hamilton Beats (5min)):
Original[4:9]: [-24 -25 -27 -28 -28]
Recon[4:9]:    [-24 -25 -27 -28 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 293 (GASS Hamilton Beats (5min)):
Original[4:9]: [-21 -23 -21 -21 -25]
Recon[4:9]:    [-21 -23 -21 -21 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 294 (GASS Hamilton Beats (5min)):
Original[4:9]: [-16 -16 -17 -16 -19]
Recon[4:9]:    [-16 -16 -17 -16 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 295 (GASS Hamilton Beats (5min)):
Original[4:9]: [-18 -18 -17 -17 -21]
Recon[4:9]:    [-18 -18 -17 -17 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 296 (GASS Hamilton Beats (5min)):
Original[4:9]: [-12 -16 -20 -20 -20]
Recon[4:9]:    [-12 -16 -20 -20 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 297 (GASS Hamilton Beats (5min)):
Original[4:9]: [-26 -23 -26 -30 -34]
Recon[4:9]:    [-26 -23 -26 -30 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 298 (GASS Hamilton Beats (5min)):
Original[4:9]: [-28 -31 -30 -30 -31]
Recon[4:9]:    [-28 -31 -30 -30 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 299 (GASS Hamilton Beats (5min)):
Original[4:9]: [-23 -26 -30 -30 -26]
Recon[4:9]:    [-23 -26 -30 -30 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 300 (GASS Hamilton Beats (5min)):
Original[4:9]: [-15 -16 -17 -18 -17]
Recon[4:9]:    [-15 -16 -17 -18 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 301 (GASS Hamilton Beats (5min)):
Original[4:9]: [-11 -14 -14 -18 -18]
Recon[4:9]:    [-11 -14 -14 -18 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 302 (GASS Hamilton Beats (5min)):
Original[4:9]: [-13 -14 -16 -17 -16]
Recon[4:9]:    [-13 -14 -16 -17 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 303 (GASS Hamilton Beats (5min)):
Original[4:9]: [-16 -20 -25 -25 -23]
Recon[4:9]:    [-16 -20 -25 -25 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 304 (GASS Hamilton Beats (5min)):
Original[4:9]: [-27 -29 -29 -28 -32]
Recon[4:9]:    [-27 -29 -29 -28 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 305 (GASS Hamilton Beats (5min)):
Original[4:9]: [-29 -34 -33 -34 -36]
Recon[4:9]:    [-29 -34 -33 -34 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 306 (GASS Hamilton Beats (5min)):
Original[4:9]: [-22 -21 -22 -24 -27]
Recon[4:9]:    [-22 -21 -22 -24 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 307 (GASS Hamilton Beats (5min)):
Original[4:9]: [-19 -18 -18 -20 -22]
Recon[4:9]:    [-19 -18 -18 -20 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 308 (GASS Hamilton Beats (5min)):
Original[4:9]: [-17 -22 -24 -23 -18]
Recon[4:9]:    [-17 -22 -24 -23 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 309 (GASS Hamilton Beats (5min)):
Original[4:9]: [-30 -29 -28 -30 -32]
Recon[4:9]:    [-30 -29 -28 -30 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 310 (GASS Hamilton Beats (5min)):
Original[4:9]: [-32 -33 -35 -35 -38]
Recon[4:9]:    [-32 -33 -35 -35 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 311 (GASS Hamilton Beats (5min)):
Original[4:9]: [-26 -29 -33 -30 -32]
Recon[4:9]:    [-26 -29 -33 -30 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 312 (GASS Hamilton Beats (5min)):
Original[4:9]: [-20 -20 -25 -26 -25]
Recon[4:9]:    [-20 -20 -25 -26 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 313 (GASS Hamilton Beats (5min)):
Original[4:9]: [-18 -17 -17 -17 -20]
Recon[4:9]:    [-18 -17 -17 -17 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 314 (GASS Hamilton Beats (5min)):
Original[4:9]: [-18 -21 -23 -22 -22]
Recon[4:9]:    [-18 -21 -23 -22 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 315 (GASS Hamilton Beats (5min)):
Original[4:9]: [-15 -16 -16 -16 -15]
Recon[4:9]:    [-15 -16 -16 -16 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 316 (GASS Hamilton Beats (5min)):
Original[4:9]: [-24 -21 -20 -21 -24]
Recon[4:9]:    [-24 -21 -20 -21 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 317 (GASS Hamilton Beats (5min)):
Original[4:9]: [-11 -14 -16 -18 -16]
Recon[4:9]:    [-11 -14 -16 -18 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 318 (GASS Hamilton Beats (5min)):
Original[4:9]: [-10 -13 -15 -18 -21]
Recon[4:9]:    [-10 -13 -15 -18 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 319 (GASS Hamilton Beats (5min)):
Original[4:9]: [ -8 -14 -15 -17 -16]
Recon[4:9]:    [ -8 -14 -15 -17 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 320 (GASS Hamilton Beats (5min)):
Original[4:9]: [ -9 -13 -16 -16 -15]
Recon[4:9]:    [ -9 -13 -16 -16 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 321 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [ -9 -10 -13 -12 -14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 322 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-10 -13 -15 -16 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 323 (GASS Hamilton Beats (5min)):
Original[4:9]: [-3 -7 -5 -4 -4]
Recon[4:9]:    [-3 -7 -5 -4 -4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 324 (GASS Hamilton Beats (5min)):
Original[4:9]: [ 0 -2 -3 -4 -4]
Recon[4:9]:    [ 0 -2 -3 -4 -4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 325 (GASS Hamilton Beats (5min)):
Original[4:9]: [ -5 -10  -8  -6  -8]
Recon[4:9]:    [ -5 -10  -8  -6  -8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 326 (GASS Hamilton Beats (5min)):
Original[4:9]: [-1 -1 -2 -4 -4]
Recon[4:9]:    [-1 -1 -2 -4 -4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 327 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [3 2 0 2 1]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 328 (GASS Hamilton Beats (5min)):
Original[4:9]: [ 0  2 -1 -3 -6]
Recon[4:9]:    [ 0  2 -1 -3 -6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 329 (GASS Hamilton Beats (5min)):
Original[4:9]: [ 1  0  0  1 -2]
Recon[4:9]:    [ 1  0  0  1 -2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 330 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [8 3 4 1 3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 331 (GASS Hamilton Beats (5min)):
Original[4:9]: [-3 -2 -3 -7 -7]
Recon[4:9]:    [-3 -2 -3 -7 -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 332 (GASS Hamilton Beats (5min)):
Original[4:9]: [-4 -8 -7 -6 -8]
Recon[4:9]:    [-4 -8 -7 -6 -8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 333 (GASS Hamilton Beats (5min)):
Original[4:9]: [-17 -19 -16 -16 -18]
Recon[4:9]:    [-17 -19 -16 -16 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 334 (GASS Hamilton Beats (5min)):
Original[4:9]: [-18 -20 -21 -25 -26]
Recon[4:9]:    [-18 -20 -21 -25 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 335 (GASS Hamilton Beats (5min)):
Original[4:9]: [ -7  -9  -7 -11 -14]
Recon[4:9]:    [ -7  -9  -7 -11 -14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 336 (GASS Hamilton Beats (5min)):
Original[4:9]: [ 5  4  1 -1 -5]
Recon[4:9]:    [ 5  4  1 -1 -5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 337 (GASS Hamilton Beats (5min)):
Original[4:9]: [-2 -1 -2 -3 -4]
Recon[4:9]:    [-2 -1 -2 -3 -4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 338 (GASS Hamilton Beats (5min)):
Original[4:9]: [ -9  -7  -8 -13 -12]
Recon[4:9]:    [ -9  -7  -8 -13 -12]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 339 (GASS Hamilton Beats (5min)):
Original[4:9]: [ -4  -7  -9 -14 -10]
Recon[4:9]:    [ -4  -7  -9 -14 -10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 340 (GASS Hamilton Beats (5min)):
Original[4:9]: [-10 -12 -15 -19 -20]
Recon[4:9]:    [-10 -12 -15 -19 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 341 (GASS Hamilton Beats (5min)):
Original[4:9]: [-70 -69 -64 -64 -60]
Recon[4:9]:    [-70 -69 -64 -64 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 342 (GASS Hamilton Beats (5min)):
Original[4:9]: [-1  1  2  3  0]
Recon[4:9]:    [-1  1  2  3  0]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 343 (GASS Hamilton Beats (5min)):
Original[4:9]: [-22 -24 -28 -31 -32]
Recon[4:9]:    [-22 -24 -28 -31 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 344 (GASS Hamilton Beats (5min)):
Original[4:9]: [-20 -20 -21 -23 -21]
Recon[4:9]:    [-20 -20 -21 -23 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 345 (GASS Hamilton Beats (5min)):
Original[4:9]: [-17 -19 -19 -18 -18]
Recon[4:9]:    [-17 -19 -19 -18 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 346 (GASS Hamilton Beats (5min)):
Original[4:9]: [-11  -8  -9 -10 -12]
Recon[4:9]:    [-11  -8  -9 -10 -12]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 347 (GASS Hamilton Beats (5min)):
Original[4:9]: [-16 -19 -19 -20 -18]
Recon[4:9]:    [-16 -19 -19 -20 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 348 (GASS Hamilton Beats (5min)):
Original[4:9]: [-21 -21 -22 -21 -20]
Recon[4:9]:    [-21 -21 -22 -21 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 349 (GASS Hamilton Beats (5min)):
Original[4:9]: [-24 -27 -30 -31 -29]
Recon[4:9]:    [-24 -27 -30 -31 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 350 (GASS Hamilton Beats (5min)):
Original[4:9]: [-7 -5 -5 -7 -7]
Recon[4:9]:    [-7 -5 -5 -7 -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 351 (GASS Hamilton Beats (5min)):
Original[4:9]: [-15  -9  -2  -4  -6]
Recon[4:9]:    [-15  -9  -2  -4  -6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 352 (GASS Hamilton Beats (5min)):
Original[4:9]: [-10  -9 -10 -10  -9]
Recon[4:9]:    [-10  -9 -10 -10  -9]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 353 (GASS Hamilton Beats (5min)):
Original[4:9]: [-1 -3 -4 -3  1]
Recon[4:9]:    [-1 -3 -4 -3  1]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 354 (GASS Hamilton Beats (5min)):
Original[4:9]: [-2 -3 -5 -4 -2]
Recon[4:9]:    [-2 -3 -5 -4 -2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 355 (GASS Hamilton Beats (5min)):
Original[4:9]: [-12  -9  -9 -11 -11]
Recon[4:9]:    [-12  -9  -9 -11 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 356 (GASS Hamilton Beats (5min)):
Original[4:9]: [-5 -3 -1 -3 -2]
Recon[4:9]:    [-5 -3 -1 -3 -2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 357 (GASS Hamilton Beats (5min)):
Original[4:9]: [-6 -6 -6 -9 -7]
Recon[4:9]:    [-6 -6 -6 -9 -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 358 (GASS Hamilton Beats (5min)):
Original[4:9]: [-1 -1 -3 -4 -6]
Recon[4:9]:    [-1 -1 -3 -4 -6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 359 (GASS Hamilton Beats (5min)):
Original[4:9]: [-10 -12 -14 -13 -10]
Recon[4:9]:    [-10 -12 -14 -13 -10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 360 (GASS Hamilton Beats (5min)):
Original[4:9]: [ -9 -12 -12 -15 -11]
Recon[4:9]:    [ -9 -12 -12 -15 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 361 (GASS Hamilton Beats (5min)):
Original[4:9]: [-7 -3 -4 -2 -6]
Recon[4:9]:    [-7 -3 -4 -2 -6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 362 (GASS Hamilton Beats (5min)):
Original[4:9]: [ 2  1 -1 -1  1]
Recon[4:9]:    [ 2  1 -1 -1  1]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 363 (GASS Hamilton Beats (5min)):
Original[4:9]: [ 1  1  3 -1 -6]
Recon[4:9]:    [ 1  1  3 -1 -6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 364 (GASS Hamilton Beats (5min)):
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Recon[4:9]:    [-5 -4 -1  2  3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 365 (GASS Hamilton Beats (5min)):
Original[4:9]: [-6 -6 -3 -1 -4]
Recon[4:9]:    [-6 -6 -3 -1 -4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 366 (GASS Hamilton Beats (5min)):
Original[4:9]: [-10 -10 -10  -8  -9]
Recon[4:9]:    [-10 -10 -10  -8  -9]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 367 (GASS Hamilton Beats (5min)):
Original[4:9]: [ -3  -6  -7 -11  -8]
Recon[4:9]:    [ -3  -6  -7 -11  -8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 368 (GASS Hamilton Beats (5min)):
Original[4:9]: [ -6  -6  -9  -8 -10]
Recon[4:9]:    [ -6  -6  -9  -8 -10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 369 (GASS Hamilton Beats (5min)):
Original[4:9]: [-13 -14 -16 -18 -12]
Recon[4:9]:    [-13 -14 -16 -18 -12]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 370 (GASS Hamilton Beats (5min)):
Original[4:9]: [-21 -19 -21 -21 -25]
Recon[4:9]:    [-21 -19 -21 -21 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 371 (GASS Hamilton Beats (5min)):
Original[4:9]: [-27 -26 -24 -24 -28]
Recon[4:9]:    [-27 -26 -24 -24 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 372 (GASS Hamilton Beats (5min)):
Original[4:9]: [-13 -12 -11 -11 -12]
Recon[4:9]:    [-13 -12 -11 -11 -12]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 373 (GASS Hamilton Beats (5min)):
Original[4:9]: [ -6  -7 -10 -12 -11]
Recon[4:9]:    [ -6  -7 -10 -12 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 374 (GASS Hamilton Beats (5min)):
Original[4:9]: [-5 -8 -8 -5 -7]
Recon[4:9]:    [-5 -8 -8 -5 -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 375 (GASS Hamilton Beats (5min)):
Original[4:9]: [-23 -21 -20 -22 -26]
Recon[4:9]:    [-23 -21 -20 -22 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 376 (GASS Hamilton Beats (5min)):
Original[4:9]: [-12 -14 -16 -17 -16]
Recon[4:9]:    [-12 -14 -16 -17 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 377 (GASS Hamilton Beats (5min)):
Original[4:9]: [-11 -13 -15 -15 -15]
Recon[4:9]:    [-11 -13 -15 -15 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 378 (GASS Hamilton Beats (5min)):
Original[4:9]: [-15 -14 -13 -16 -17]
Recon[4:9]:    [-15 -14 -13 -16 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 379 (GASS Hamilton Beats (5min)):
Original[4:9]: [-13 -15 -17 -19 -19]
Recon[4:9]:    [-13 -15 -17 -19 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 380 (GASS Hamilton Beats (5min)):
Original[4:9]: [-12 -12 -11 -11 -13]
Recon[4:9]:    [-12 -12 -11 -11 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 381 (GASS Hamilton Beats (5min)):
Original[4:9]: [-16 -17 -16 -16 -18]
Recon[4:9]:    [-16 -17 -16 -16 -18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 382 (GASS Hamilton Beats (5min)):
Original[4:9]: [-18 -18 -20 -22 -24]
Recon[4:9]:    [-18 -18 -20 -22 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 383 (GASS Hamilton Beats (5min)):
Original[4:9]: [-21 -24 -25 -32 -34]
Recon[4:9]:    [-21 -24 -25 -32 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 384 (GASS Hamilton Beats (5min)):
Original[4:9]: [-30 -28 -33 -34 -37]
Recon[4:9]:    [-30 -28 -33 -34 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 385 (GASS Hamilton Beats (5min)):
Original[4:9]: [-33 -33 -37 -39 -38]
Recon[4:9]:    [-33 -33 -37 -39 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 386 (GASS Hamilton Beats (5min)):
Original[4:9]: [-31 -32 -34 -35 -39]
Recon[4:9]:    [-31 -32 -34 -35 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 387 (GASS Hamilton Beats (5min)):
Original[4:9]: [-27 -27 -27 -28 -31]
Recon[4:9]:    [-27 -27 -27 -28 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 388 (GASS Hamilton Beats (5min)):
Original[4:9]: [-31 -32 -33 -33 -35]
Recon[4:9]:    [-31 -32 -33 -33 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 389 (GASS Hamilton Beats (5min)):
Original[4:9]: [-24 -29 -30 -34 -35]
Recon[4:9]:    [-24 -29 -30 -34 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 390 (GASS Hamilton Beats (5min)):
Original[4:9]: [-25 -26 -29 -31 -32]
Recon[4:9]:    [-25 -26 -29 -31 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 391 (GASS Hamilton Beats (5min)):
Original[4:9]: [-20 -19 -22 -25 -26]
Recon[4:9]:    [-20 -19 -22 -25 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 392 (GASS Hamilton Beats (5min)):
Original[4:9]: [-24 -25 -25 -22 -28]
Recon[4:9]:    [-24 -25 -25 -22 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 393 (GASS Hamilton Beats (5min)):
Original[4:9]: [-31 -30 -28 -29 -31]
Recon[4:9]:    [-31 -30 -28 -29 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 394 (GASS Hamilton Beats (5min)):
Original[4:9]: [-27 -26 -27 -23 -27]
Recon[4:9]:    [-27 -26 -27 -23 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 395 (GASS Hamilton Beats (5min)):
Original[4:9]: [-24 -21 -22 -24 -28]
Recon[4:9]:    [-24 -21 -22 -24 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 396 (GASS Hamilton Beats (5min)):
Original[4:9]: [-14 -13 -13 -15 -17]
Recon[4:9]:    [-14 -13 -13 -15 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 397 (GASS Hamilton Beats (5min)):
Original[4:9]: [-23 -23 -20 -23 -25]
Recon[4:9]:    [-23 -23 -20 -23 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 398 (GASS Hamilton Beats (5min)):
Original[4:9]: [-18 -19 -18 -18 -19]
Recon[4:9]:    [-18 -19 -18 -18 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 399 (GASS Hamilton Beats (5min)):
Original[4:9]: [-15 -16 -17 -18 -23]
Recon[4:9]:    [-15 -16 -17 -18 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 400 (GASS Hamilton Beats (5min)):
Original[4:9]: [-14 -15 -13 -13 -17]
Recon[4:9]:    [-14 -15 -13 -13 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 401 (GASS Hamilton Beats (5min)):
Original[4:9]: [-24 -27 -29 -31 -32]
Recon[4:9]:    [-24 -27 -29 -31 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 402 (GASS Hamilton Beats (5min)):
Original[4:9]: [-27 -25 -27 -29 -31]
Recon[4:9]:    [-27 -25 -27 -29 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 403 (GASS Hamilton Beats (5min)):
Original[4:9]: [-14 -17 -17 -22 -20]
Recon[4:9]:    [-14 -17 -17 -22 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 404 (GASS Hamilton Beats (5min)):
Original[4:9]: [-18 -19 -23 -25 -25]
Recon[4:9]:    [-18 -19 -23 -25 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 405 (GASS Hamilton Beats (5min)):
Original[4:9]: [-25 -27 -29 -33 -31]
Recon[4:9]:    [-25 -27 -29 -33 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 406 (GASS Hamilton Beats (5min)):
Original[4:9]: [-24 -26 -24 -27 -31]
Recon[4:9]:    [-24 -26 -24 -27 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 407 (GASS Hamilton Beats (5min)):
Original[4:9]: [ -9 -10  -9  -9 -13]
Recon[4:9]:    [ -9 -10  -9  -9 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 408 (GASS Hamilton Beats (5min)):
Original[4:9]: [ -8  -9 -11 -14 -16]
Recon[4:9]:    [ -8  -9 -11 -14 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 409 (GASS Hamilton Beats (5min)):
Original[4:9]: [-20 -20 -20 -18 -20]
Recon[4:9]:    [-20 -20 -20 -18 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 410 (GASS Hamilton Beats (5min)):
Original[4:9]: [-19 -20 -25 -27 -27]
Recon[4:9]:    [-19 -20 -25 -27 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 411 (GASS Hamilton Beats (5min)):
Original[4:9]: [-13 -14 -16 -16 -16]
Recon[4:9]:    [-13 -14 -16 -16 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 412 (GASS Hamilton Beats (5min)):
Original[4:9]: [-1 -3 -2 -2 -4]
Recon[4:9]:    [-1 -3 -2 -2 -4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 413 (GASS Hamilton Beats (5min)):
Original[4:9]: [-2 -3 -2 -5 -7]
Recon[4:9]:    [-2 -3 -2 -5 -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 414 (GASS Hamilton Beats (5min)):
Original[4:9]: [-14 -16 -20 -21 -23]
Recon[4:9]:    [-14 -16 -20 -21 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 415 (GASS Hamilton Beats (5min)):
Original[4:9]: [-31 -29 -31 -32 -33]
Recon[4:9]:    [-31 -29 -31 -32 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 416 (GASS Hamilton Beats (5min)):
Original[4:9]: [-18 -17 -16 -17 -23]
Recon[4:9]:    [-18 -17 -16 -17 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 417 (GASS Hamilton Beats (5min)):
Original[4:9]: [-25 -22 -23 -23 -26]
Recon[4:9]:    [-25 -22 -23 -23 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 418 (GASS Hamilton Beats (5min)):
Original[4:9]: [-19 -22 -24 -23 -23]
Recon[4:9]:    [-19 -22 -24 -23 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 419 (GASS Hamilton Beats (5min)):
Original[4:9]: [-44 -42 -42 -45 -46]
Recon[4:9]:    [-44 -42 -42 -45 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 420 (GASS Hamilton Beats (5min)):
Original[4:9]: [-39 -41 -41 -42 -44]
Recon[4:9]:    [-39 -41 -41 -42 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 421 (GASS Hamilton Beats (5min)):
Original[4:9]: [-27 -27 -28 -29 -30]
Recon[4:9]:    [-27 -27 -28 -29 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 422 (GASS Hamilton Beats (5min)):
Original[4:9]: [-16 -13 -16 -19 -22]
Recon[4:9]:    [-16 -13 -16 -19 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 423 (GASS Hamilton Beats (5min)):
Original[4:9]: [-18 -17 -22 -22 -19]
Recon[4:9]:    [-18 -17 -22 -22 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 424 (GASS Hamilton Beats (5min)):
Original[4:9]: [-21 -26 -28 -27 -27]
Recon[4:9]:    [-21 -26 -28 -27 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 425 (GASS Hamilton Beats (5min)):
Original[4:9]: [-28 -30 -30 -30 -31]
Recon[4:9]:    [-28 -30 -30 -30 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 426 (GASS Hamilton Beats (5min)):
Original[4:9]: [-29 -31 -26 -28 -32]
Recon[4:9]:    [-29 -31 -26 -28 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 427 (GASS Hamilton Beats (5min)):
Original[4:9]: [-17 -19 -21 -20 -20]
Recon[4:9]:    [-17 -19 -21 -20 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 428 (GASS Hamilton Beats (5min)):
Original[4:9]: [-11 -11  -9 -11 -13]
Recon[4:9]:    [-11 -11  -9 -11 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 429 (GASS Hamilton Beats (5min)):
Original[4:9]: [-11 -12 -14 -14 -12]
Recon[4:9]:    [-11 -12 -14 -14 -12]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 430 (GASS Hamilton Beats (5min)):
Original[4:9]: [-26 -22 -21 -22 -26]
Recon[4:9]:    [-26 -22 -21 -22 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- GASS Hamilton Beats (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added GASS results for Hamilton Beats: CR Rice=1.919, CR Huff=2.068, mean L2=15.46407

=== Record 111 ===

Loading FULL record 111 (ADC units)...
Loaded 650000 ADC samples at 360 Hz
Best params for LMS Block 512 (10s): {'order': 4, 'mu': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (LMS Block 512 (5min)):
Original[4:9]: [-7 -7 -7 -7 -7]
Recon[4:9]:    [-7 -7 -7 -7 -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (LMS Block 512 (5min)):
Original[4:9]: [-67 -72 -69 -66 -65]
Recon[4:9]:    [-67 -72 -69 -66 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (LMS Block 512 (5min)):
Original[4:9]: [-21 -18 -17 -20 -24]
Recon[4:9]:    [-21 -18 -17 -20 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (LMS Block 512 (5min)):
Original[4:9]: [-20 -24 -29 -31 -30]
Recon[4:9]:    [-20 -24 -29 -31 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (LMS Block 512 (5min)):
Original[4:9]: [ -96 -102 -100  -90  -78]
Recon[4:9]:    [ -96 -102 -100  -90  -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (LMS Block 512 (5min)):
Original[4:9]: [-44 -43 -37 -39 -41]
Recon[4:9]:    [-44 -43 -37 -39 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (LMS Block 512 (5min)):
Original[4:9]: [-16 -21 -23 -27 -30]
Recon[4:9]:    [-16 -21 -23 -27 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (LMS Block 512 (5min)):
Original[4:9]: [-46 -65 -81 -94 -97]
Recon[4:9]:    [-46 -65 -81 -94 -97]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (LMS Block 512 (5min)):
Original[4:9]: [-39 -34 -28 -31 -30]
Recon[4:9]:    [-39 -34 -28 -31 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (LMS Block 512 (5min)):
Original[4:9]: [-81 -80 -81 -79 -80]
Recon[4:9]:    [-81 -80 -81 -79 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (LMS Block 512 (5min)):
Original[4:9]: [-74 -77 -77 -73 -70]
Recon[4:9]:    [-74 -77 -77 -73 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (LMS Block 512 (5min)):
Original[4:9]: [-46 -42 -38 -38 -37]
Recon[4:9]:    [-46 -42 -38 -38 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (LMS Block 512 (5min)):
Original[4:9]: [-29 -31 -35 -41 -45]
Recon[4:9]:    [-29 -31 -35 -41 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (LMS Block 512 (5min)):
Original[4:9]: [-62 -66 -65 -64 -62]
Recon[4:9]:    [-62 -66 -65 -64 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (LMS Block 512 (5min)):
Original[4:9]: [-52 -54 -50 -46 -49]
Recon[4:9]:    [-52 -54 -50 -46 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (LMS Block 512 (5min)):
Original[4:9]: [ -1  -3  -7 -17 -22]
Recon[4:9]:    [ -1  -3  -7 -17 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (LMS Block 512 (5min)):
Original[4:9]: [97 75 56 35 19]
Recon[4:9]:    [97 75 56 35 19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (LMS Block 512 (5min)):
Original[4:9]: [-49 -47 -42 -36 -36]
Recon[4:9]:    [-49 -47 -42 -36 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (LMS Block 512 (5min)):
Original[4:9]: [-42 -41 -41 -42 -45]
Recon[4:9]:    [-42 -41 -41 -42 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (LMS Block 512 (5min)):
Original[4:9]: [144 134 115  95  81]
Recon[4:9]:    [144 134 115  95  81]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (LMS Block 512 (5min)):
Original[4:9]: [-27 -26 -24 -21 -22]
Recon[4:9]:    [-27 -26 -24 -21 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (LMS Block 512 (5min)):
Original[4:9]: [34 35 38 35 27]
Recon[4:9]:    [34 35 38 35 27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (LMS Block 512 (5min)):
Original[4:9]: [ 59  83 105 125 143]
Recon[4:9]:    [ 59  83 105 125 143]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (LMS Block 512 (5min)):
Original[4:9]: [-42 -45 -41 -40 -39]
Recon[4:9]:    [-42 -45 -41 -40 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (LMS Block 512 (5min)):
Original[4:9]: [-50 -46 -44 -46 -46]
Recon[4:9]:    [-50 -46 -44 -46 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (LMS Block 512 (5min)):
Original[4:9]: [-31 -34 -38 -42 -42]
Recon[4:9]:    [-31 -34 -38 -42 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (LMS Block 512 (5min)):
Original[4:9]: [-35 -37 -38 -34 -31]
Recon[4:9]:    [-35 -37 -38 -34 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (LMS Block 512 (5min)):
Original[4:9]: [39 45 56 51 36]
Recon[4:9]:    [39 45 56 51 36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (LMS Block 512 (5min)):
Original[4:9]: [-31 -31 -35 -36 -37]
Recon[4:9]:    [-31 -31 -35 -36 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (LMS Block 512 (5min)):
Original[4:9]: [-66 -68 -61 -59 -54]
Recon[4:9]:    [-66 -68 -61 -59 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (LMS Block 512 (5min)):
Original[4:9]: [-48 -45 -42 -42 -47]
Recon[4:9]:    [-48 -45 -42 -42 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (LMS Block 512 (5min)):
Original[4:9]: [-48 -47 -50 -52 -50]
Recon[4:9]:    [-48 -47 -50 -52 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (LMS Block 512 (5min)):
Original[4:9]: [-59 -64 -63 -60 -55]
Recon[4:9]:    [-59 -64 -63 -60 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (LMS Block 512 (5min)):
Original[4:9]: [-53 -49 -47 -54 -56]
Recon[4:9]:    [-53 -49 -47 -54 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (LMS Block 512 (5min)):
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Recon[4:9]:    [-58 -60 -61 -63 -66]
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L2 calculation: 0.0

DEBUG Segment 35 (LMS Block 512 (5min)):
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Recon[4:9]:    [-50 -54 -57 -57 -55]
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L2 calculation: 0.0

DEBUG Segment 36 (LMS Block 512 (5min)):
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Recon[4:9]:    [-47 -45 -43 -43 -46]
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L2 calculation: 0.0

DEBUG Segment 37 (LMS Block 512 (5min)):
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Recon[4:9]:    [-56 -56 -55 -61 -61]
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L2 calculation: 0.0

DEBUG Segment 38 (LMS Block 512 (5min)):
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Recon[4:9]:    [-24 -44 -55 -57 -58]
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L2 calculation: 0.0

DEBUG Segment 39 (LMS Block 512 (5min)):
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Recon[4:9]:    [35 37 38 39 37]
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L2 calculation: 0.0

DEBUG Segment 40 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 41 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 42 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 43 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 44 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 45 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 46 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 47 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 48 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 49 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 50 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 51 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 52 (LMS Block 512 (5min)):
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Recon[4:9]:    [-58 -52 -49 -51 -54]
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L2 calculation: 0.0

DEBUG Segment 53 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 54 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 55 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 56 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 57 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 58 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 59 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 60 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 61 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 62 (LMS Block 512 (5min)):
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Recon[4:9]:    [-103 -103 -101 -101 -104]
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L2 calculation: 0.0

DEBUG Segment 63 (LMS Block 512 (5min)):
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Recon[4:9]:    [-81 -86 -88 -85 -83]
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L2 calculation: 0.0

DEBUG Segment 64 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 65 (LMS Block 512 (5min)):
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Recon[4:9]:    [-32 -32 -32 -30 -39]
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L2 calculation: 0.0

DEBUG Segment 66 (LMS Block 512 (5min)):
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Recon[4:9]:    [-117 -117 -119 -117 -114]
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L2 calculation: 0.0

DEBUG Segment 67 (LMS Block 512 (5min)):
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Recon[4:9]:    [-117 -119 -116 -113 -107]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 68 (LMS Block 512 (5min)):
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Recon[4:9]:    [-102 -102  -99 -101 -106]
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L2 calculation: 0.0

DEBUG Segment 69 (LMS Block 512 (5min)):
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Recon[4:9]:    [-95 -94 -94 -94 -90]
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L2 calculation: 0.0

DEBUG Segment 70 (LMS Block 512 (5min)):
Original[4:9]: [-67 -69 -67 -65 -64]
Recon[4:9]:    [-67 -69 -67 -65 -64]
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L2 calculation: 0.0

DEBUG Segment 71 (LMS Block 512 (5min)):
Original[4:9]: [-25 -22 -19 -20 -22]
Recon[4:9]:    [-25 -22 -19 -20 -22]
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L2 calculation: 0.0

DEBUG Segment 72 (LMS Block 512 (5min)):
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Recon[4:9]:    [89 71 48 29 12]
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L2 calculation: 0.0

DEBUG Segment 73 (LMS Block 512 (5min)):
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Recon[4:9]:    [116 112 110 116 115]
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L2 calculation: 0.0

DEBUG Segment 74 (LMS Block 512 (5min)):
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Recon[4:9]:    [47 50 56 54 56]
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L2 calculation: 0.0

DEBUG Segment 75 (LMS Block 512 (5min)):
Original[4:9]: [-76 -76 -78 -79 -78]
Recon[4:9]:    [-76 -76 -78 -79 -78]
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L2 calculation: 0.0

DEBUG Segment 76 (LMS Block 512 (5min)):
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Recon[4:9]:    [-153 -156 -158 -155 -152]
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L2 calculation: 0.0

DEBUG Segment 77 (LMS Block 512 (5min)):
Original[4:9]: [-71 -68 -62 -63 -62]
Recon[4:9]:    [-71 -68 -62 -63 -62]
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L2 calculation: 0.0

DEBUG Segment 78 (LMS Block 512 (5min)):
Original[4:9]: [-67 -67 -70 -70 -71]
Recon[4:9]:    [-67 -67 -70 -70 -71]
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L2 calculation: 0.0

DEBUG Segment 79 (LMS Block 512 (5min)):
Original[4:9]: [-73 -76 -75 -71 -67]
Recon[4:9]:    [-73 -76 -75 -71 -67]
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L2 calculation: 0.0

DEBUG Segment 80 (LMS Block 512 (5min)):
Original[4:9]: [-60 -61 -54 -56 -58]
Recon[4:9]:    [-60 -61 -54 -56 -58]
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L2 calculation: 0.0

DEBUG Segment 81 (LMS Block 512 (5min)):
Original[4:9]: [-53 -57 -60 -64 -67]
Recon[4:9]:    [-53 -57 -60 -64 -67]
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L2 calculation: 0.0

DEBUG Segment 82 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 83 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 84 (LMS Block 512 (5min)):
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Recon[4:9]:    [-32 -32 -34 -37 -38]
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L2 calculation: 0.0

DEBUG Segment 85 (LMS Block 512 (5min)):
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Recon[4:9]:    [30 30 31 33 36]
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L2 calculation: 0.0

DEBUG Segment 86 (LMS Block 512 (5min)):
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Recon[4:9]:    [-69 -66 -65 -62 -66]
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L2 calculation: 0.0

DEBUG Segment 87 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 88 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 89 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 90 (LMS Block 512 (5min)):
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Recon[4:9]:    [-38 -37 -36 -38 -39]
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L2 calculation: 0.0

DEBUG Segment 91 (LMS Block 512 (5min)):
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Recon[4:9]:    [-20 -23 -22 -20 -20]
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L2 calculation: 0.0

DEBUG Segment 92 (LMS Block 512 (5min)):
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Recon[4:9]:    [-38 -40 -38 -35 -40]
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L2 calculation: 0.0

DEBUG Segment 93 (LMS Block 512 (5min)):
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Recon[4:9]:    [-74 -70 -70 -68 -71]
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L2 calculation: 0.0

DEBUG Segment 94 (LMS Block 512 (5min)):
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Recon[4:9]:    [-106 -109 -113 -112 -108]
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L2 calculation: 0.0

DEBUG Segment 95 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 96 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 97 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 98 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 99 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 100 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 101 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 102 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 103 (LMS Block 512 (5min)):
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Recon[4:9]:    [-61 -66 -71 -69 -64]
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L2 calculation: 0.0

DEBUG Segment 104 (LMS Block 512 (5min)):
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Recon[4:9]:    [-53 -55 -47 -47 -43]
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DEBUG Segment 105 (LMS Block 512 (5min)):
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DEBUG Segment 106 (LMS Block 512 (5min)):
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Recon[4:9]:    [-55 -56 -57 -58 -59]
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DEBUG Segment 107 (LMS Block 512 (5min)):
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Recon[4:9]:    [-70 -68 -66 -62 -62]
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DEBUG Segment 108 (LMS Block 512 (5min)):
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DEBUG Segment 109 (LMS Block 512 (5min)):
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DEBUG Segment 110 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 111 (LMS Block 512 (5min)):
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Recon[4:9]:    [-48 -45 -45 -46 -51]
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L2 calculation: 0.0

DEBUG Segment 112 (LMS Block 512 (5min)):
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DEBUG Segment 113 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 114 (LMS Block 512 (5min)):
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DEBUG Segment 115 (LMS Block 512 (5min)):
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DEBUG Segment 116 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 117 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 118 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 119 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 120 (LMS Block 512 (5min)):
Original[4:9]: [-32 -32 -29 -28 -30]
Recon[4:9]:    [-32 -32 -29 -28 -30]
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DEBUG Segment 121 (LMS Block 512 (5min)):
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Recon[4:9]:    [18 25 25 23 25]
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L2 calculation: 0.0

DEBUG Segment 122 (LMS Block 512 (5min)):
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DEBUG Segment 123 (LMS Block 512 (5min)):
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DEBUG Segment 124 (LMS Block 512 (5min)):
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DEBUG Segment 125 (LMS Block 512 (5min)):
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DEBUG Segment 126 (LMS Block 512 (5min)):
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DEBUG Segment 127 (LMS Block 512 (5min)):
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DEBUG Segment 128 (LMS Block 512 (5min)):
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DEBUG Segment 129 (LMS Block 512 (5min)):
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DEBUG Segment 130 (LMS Block 512 (5min)):
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DEBUG Segment 131 (LMS Block 512 (5min)):
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DEBUG Segment 132 (LMS Block 512 (5min)):
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DEBUG Segment 133 (LMS Block 512 (5min)):
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DEBUG Segment 134 (LMS Block 512 (5min)):
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DEBUG Segment 135 (LMS Block 512 (5min)):
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DEBUG Segment 136 (LMS Block 512 (5min)):
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DEBUG Segment 137 (LMS Block 512 (5min)):
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DEBUG Segment 138 (LMS Block 512 (5min)):
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DEBUG Segment 139 (LMS Block 512 (5min)):
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DEBUG Segment 140 (LMS Block 512 (5min)):
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DEBUG Segment 141 (LMS Block 512 (5min)):
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DEBUG Segment 142 (LMS Block 512 (5min)):
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DEBUG Segment 143 (LMS Block 512 (5min)):
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DEBUG Segment 144 (LMS Block 512 (5min)):
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DEBUG Segment 145 (LMS Block 512 (5min)):
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DEBUG Segment 146 (LMS Block 512 (5min)):
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DEBUG Segment 147 (LMS Block 512 (5min)):
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DEBUG Segment 148 (LMS Block 512 (5min)):
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DEBUG Segment 149 (LMS Block 512 (5min)):
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DEBUG Segment 150 (LMS Block 512 (5min)):
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DEBUG Segment 151 (LMS Block 512 (5min)):
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DEBUG Segment 152 (LMS Block 512 (5min)):
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DEBUG Segment 153 (LMS Block 512 (5min)):
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DEBUG Segment 154 (LMS Block 512 (5min)):
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DEBUG Segment 155 (LMS Block 512 (5min)):
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DEBUG Segment 156 (LMS Block 512 (5min)):
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DEBUG Segment 157 (LMS Block 512 (5min)):
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DEBUG Segment 158 (LMS Block 512 (5min)):
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DEBUG Segment 159 (LMS Block 512 (5min)):
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DEBUG Segment 160 (LMS Block 512 (5min)):
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DEBUG Segment 161 (LMS Block 512 (5min)):
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DEBUG Segment 162 (LMS Block 512 (5min)):
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DEBUG Segment 163 (LMS Block 512 (5min)):
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DEBUG Segment 164 (LMS Block 512 (5min)):
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DEBUG Segment 165 (LMS Block 512 (5min)):
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DEBUG Segment 166 (LMS Block 512 (5min)):
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DEBUG Segment 167 (LMS Block 512 (5min)):
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DEBUG Segment 168 (LMS Block 512 (5min)):
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DEBUG Segment 169 (LMS Block 512 (5min)):
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DEBUG Segment 170 (LMS Block 512 (5min)):
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DEBUG Segment 171 (LMS Block 512 (5min)):
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DEBUG Segment 172 (LMS Block 512 (5min)):
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DEBUG Segment 173 (LMS Block 512 (5min)):
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DEBUG Segment 174 (LMS Block 512 (5min)):
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DEBUG Segment 175 (LMS Block 512 (5min)):
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DEBUG Segment 176 (LMS Block 512 (5min)):
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DEBUG Segment 177 (LMS Block 512 (5min)):
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DEBUG Segment 178 (LMS Block 512 (5min)):
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DEBUG Segment 179 (LMS Block 512 (5min)):
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DEBUG Segment 180 (LMS Block 512 (5min)):
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DEBUG Segment 181 (LMS Block 512 (5min)):
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DEBUG Segment 182 (LMS Block 512 (5min)):
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DEBUG Segment 183 (LMS Block 512 (5min)):
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DEBUG Segment 184 (LMS Block 512 (5min)):
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DEBUG Segment 185 (LMS Block 512 (5min)):
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DEBUG Segment 186 (LMS Block 512 (5min)):
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DEBUG Segment 187 (LMS Block 512 (5min)):
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DEBUG Segment 188 (LMS Block 512 (5min)):
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DEBUG Segment 189 (LMS Block 512 (5min)):
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DEBUG Segment 190 (LMS Block 512 (5min)):
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DEBUG Segment 191 (LMS Block 512 (5min)):
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DEBUG Segment 192 (LMS Block 512 (5min)):
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DEBUG Segment 193 (LMS Block 512 (5min)):
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DEBUG Segment 194 (LMS Block 512 (5min)):
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DEBUG Segment 195 (LMS Block 512 (5min)):
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DEBUG Segment 196 (LMS Block 512 (5min)):
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DEBUG Segment 197 (LMS Block 512 (5min)):
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DEBUG Segment 198 (LMS Block 512 (5min)):
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DEBUG Segment 199 (LMS Block 512 (5min)):
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DEBUG Segment 200 (LMS Block 512 (5min)):
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DEBUG Segment 201 (LMS Block 512 (5min)):
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DEBUG Segment 202 (LMS Block 512 (5min)):
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DEBUG Segment 203 (LMS Block 512 (5min)):
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DEBUG Segment 204 (LMS Block 512 (5min)):
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DEBUG Segment 205 (LMS Block 512 (5min)):
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DEBUG Segment 206 (LMS Block 512 (5min)):
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DEBUG Segment 207 (LMS Block 512 (5min)):
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DEBUG Segment 208 (LMS Block 512 (5min)):
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DEBUG Segment 209 (LMS Block 512 (5min)):
Original[4:9]: [-37 -39 -43 -42 -41]
Recon[4:9]:    [-37 -39 -43 -42 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 210 (LMS Block 512 (5min)):
Original[4:9]: [-16 -16 -13 -12 -11]
Recon[4:9]:    [-16 -16 -13 -12 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- LMS Block 512 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added LMS results for Block 512: CR Rice=1.784, CR Huff=1.824, mean L2=20.36617
Best params for NLMS Block 512 (10s): {'order': 4, 'mu': 0.01} (avg l2-norm=0.00000)

DEBUG Segment 0 (NLMS Block 512 (5min)):
Original[4:9]: [-7 -7 -7 -7 -7]
Recon[4:9]:    [-7 -7 -7 -7 -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (NLMS Block 512 (5min)):
Original[4:9]: [-67 -72 -69 -66 -65]
Recon[4:9]:    [-67 -72 -69 -66 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (NLMS Block 512 (5min)):
Original[4:9]: [-21 -18 -17 -20 -24]
Recon[4:9]:    [-21 -18 -17 -20 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (NLMS Block 512 (5min)):
Original[4:9]: [-20 -24 -29 -31 -30]
Recon[4:9]:    [-20 -24 -29 -31 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (NLMS Block 512 (5min)):
Original[4:9]: [ -96 -102 -100  -90  -78]
Recon[4:9]:    [ -96 -102 -100  -90  -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (NLMS Block 512 (5min)):
Original[4:9]: [-44 -43 -37 -39 -41]
Recon[4:9]:    [-44 -43 -37 -39 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (NLMS Block 512 (5min)):
Original[4:9]: [-16 -21 -23 -27 -30]
Recon[4:9]:    [-16 -21 -23 -27 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (NLMS Block 512 (5min)):
Original[4:9]: [-46 -65 -81 -94 -97]
Recon[4:9]:    [-46 -65 -81 -94 -97]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (NLMS Block 512 (5min)):
Original[4:9]: [-39 -34 -28 -31 -30]
Recon[4:9]:    [-39 -34 -28 -31 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (NLMS Block 512 (5min)):
Original[4:9]: [-81 -80 -81 -79 -80]
Recon[4:9]:    [-81 -80 -81 -79 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (NLMS Block 512 (5min)):
Original[4:9]: [-74 -77 -77 -73 -70]
Recon[4:9]:    [-74 -77 -77 -73 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (NLMS Block 512 (5min)):
Original[4:9]: [-46 -42 -38 -38 -37]
Recon[4:9]:    [-46 -42 -38 -38 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (NLMS Block 512 (5min)):
Original[4:9]: [-29 -31 -35 -41 -45]
Recon[4:9]:    [-29 -31 -35 -41 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (NLMS Block 512 (5min)):
Original[4:9]: [-62 -66 -65 -64 -62]
Recon[4:9]:    [-62 -66 -65 -64 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (NLMS Block 512 (5min)):
Original[4:9]: [-52 -54 -50 -46 -49]
Recon[4:9]:    [-52 -54 -50 -46 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (NLMS Block 512 (5min)):
Original[4:9]: [ -1  -3  -7 -17 -22]
Recon[4:9]:    [ -1  -3  -7 -17 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (NLMS Block 512 (5min)):
Original[4:9]: [97 75 56 35 19]
Recon[4:9]:    [97 75 56 35 19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (NLMS Block 512 (5min)):
Original[4:9]: [-49 -47 -42 -36 -36]
Recon[4:9]:    [-49 -47 -42 -36 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (NLMS Block 512 (5min)):
Original[4:9]: [-42 -41 -41 -42 -45]
Recon[4:9]:    [-42 -41 -41 -42 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (NLMS Block 512 (5min)):
Original[4:9]: [144 134 115  95  81]
Recon[4:9]:    [144 134 115  95  81]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (NLMS Block 512 (5min)):
Original[4:9]: [-27 -26 -24 -21 -22]
Recon[4:9]:    [-27 -26 -24 -21 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (NLMS Block 512 (5min)):
Original[4:9]: [34 35 38 35 27]
Recon[4:9]:    [34 35 38 35 27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (NLMS Block 512 (5min)):
Original[4:9]: [ 59  83 105 125 143]
Recon[4:9]:    [ 59  83 105 125 143]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (NLMS Block 512 (5min)):
Original[4:9]: [-42 -45 -41 -40 -39]
Recon[4:9]:    [-42 -45 -41 -40 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (NLMS Block 512 (5min)):
Original[4:9]: [-50 -46 -44 -46 -46]
Recon[4:9]:    [-50 -46 -44 -46 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (NLMS Block 512 (5min)):
Original[4:9]: [-31 -34 -38 -42 -42]
Recon[4:9]:    [-31 -34 -38 -42 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (NLMS Block 512 (5min)):
Original[4:9]: [-35 -37 -38 -34 -31]
Recon[4:9]:    [-35 -37 -38 -34 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (NLMS Block 512 (5min)):
Original[4:9]: [39 45 56 51 36]
Recon[4:9]:    [39 45 56 51 36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (NLMS Block 512 (5min)):
Original[4:9]: [-31 -31 -35 -36 -37]
Recon[4:9]:    [-31 -31 -35 -36 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (NLMS Block 512 (5min)):
Original[4:9]: [-66 -68 -61 -59 -54]
Recon[4:9]:    [-66 -68 -61 -59 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (NLMS Block 512 (5min)):
Original[4:9]: [-48 -45 -42 -42 -47]
Recon[4:9]:    [-48 -45 -42 -42 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (NLMS Block 512 (5min)):
Original[4:9]: [-48 -47 -50 -52 -50]
Recon[4:9]:    [-48 -47 -50 -52 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (NLMS Block 512 (5min)):
Original[4:9]: [-59 -64 -63 -60 -55]
Recon[4:9]:    [-59 -64 -63 -60 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (NLMS Block 512 (5min)):
Original[4:9]: [-53 -49 -47 -54 -56]
Recon[4:9]:    [-53 -49 -47 -54 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (NLMS Block 512 (5min)):
Original[4:9]: [-58 -60 -61 -63 -66]
Recon[4:9]:    [-58 -60 -61 -63 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (NLMS Block 512 (5min)):
Original[4:9]: [-50 -54 -57 -57 -55]
Recon[4:9]:    [-50 -54 -57 -57 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (NLMS Block 512 (5min)):
Original[4:9]: [-47 -45 -43 -43 -46]
Recon[4:9]:    [-47 -45 -43 -43 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (NLMS Block 512 (5min)):
Original[4:9]: [-56 -56 -55 -61 -61]
Recon[4:9]:    [-56 -56 -55 -61 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (NLMS Block 512 (5min)):
Original[4:9]: [-24 -44 -55 -57 -58]
Recon[4:9]:    [-24 -44 -55 -57 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (NLMS Block 512 (5min)):
Original[4:9]: [35 37 38 39 37]
Recon[4:9]:    [35 37 38 39 37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (NLMS Block 512 (5min)):
Original[4:9]: [10 14 13 12 10]
Recon[4:9]:    [10 14 13 12 10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (NLMS Block 512 (5min)):
Original[4:9]: [-101 -103 -107 -105 -102]
Recon[4:9]:    [-101 -103 -107 -105 -102]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (NLMS Block 512 (5min)):
Original[4:9]: [-92 -93 -90 -86 -88]
Recon[4:9]:    [-92 -93 -90 -86 -88]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (NLMS Block 512 (5min)):
Original[4:9]: [-71 -68 -64 -63 -66]
Recon[4:9]:    [-71 -68 -64 -63 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (NLMS Block 512 (5min)):
Original[4:9]: [-34 -40 -41 -45 -43]
Recon[4:9]:    [-34 -40 -41 -45 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (NLMS Block 512 (5min)):
Original[4:9]: [-15 -16 -18 -15 -13]
Recon[4:9]:    [-15 -16 -18 -15 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (NLMS Block 512 (5min)):
Original[4:9]: [32 22 16 20 33]
Recon[4:9]:    [32 22 16 20 33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (NLMS Block 512 (5min)):
Original[4:9]: [-21 -24 -26 -25 -23]
Recon[4:9]:    [-21 -24 -26 -25 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (NLMS Block 512 (5min)):
Original[4:9]: [20 20 23 29 33]
Recon[4:9]:    [20 20 23 29 33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (NLMS Block 512 (5min)):
Original[4:9]: [-42 -37 -36 -39 -38]
Recon[4:9]:    [-42 -37 -36 -39 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (NLMS Block 512 (5min)):
Original[4:9]: [-22 -22 -27 -28 -28]
Recon[4:9]:    [-22 -22 -27 -28 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (NLMS Block 512 (5min)):
Original[4:9]: [-51 -53 -51 -49 -45]
Recon[4:9]:    [-51 -53 -51 -49 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (NLMS Block 512 (5min)):
Original[4:9]: [-58 -52 -49 -51 -54]
Recon[4:9]:    [-58 -52 -49 -51 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 53 (NLMS Block 512 (5min)):
Original[4:9]: [ -9 -13 -21 -29 -31]
Recon[4:9]:    [ -9 -13 -21 -29 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 54 (NLMS Block 512 (5min)):
Original[4:9]: [-1  3 16 34 50]
Recon[4:9]:    [-1  3 16 34 50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 55 (NLMS Block 512 (5min)):
Original[4:9]: [-6 -7 -2 -2 -5]
Recon[4:9]:    [-6 -7 -2 -2 -5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 56 (NLMS Block 512 (5min)):
Original[4:9]: [ 8  9  9 10  8]
Recon[4:9]:    [ 8  9  9 10  8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 57 (NLMS Block 512 (5min)):
Original[4:9]: [-26 -28 -32 -31 -29]
Recon[4:9]:    [-26 -28 -32 -31 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 58 (NLMS Block 512 (5min)):
Original[4:9]: [1 3 2 2 1]
Recon[4:9]:    [1 3 2 2 1]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 59 (NLMS Block 512 (5min)):
Original[4:9]: [182 181 163 141 119]
Recon[4:9]:    [182 181 163 141 119]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 60 (NLMS Block 512 (5min)):
Original[4:9]: [-72 -74 -73 -72 -66]
Recon[4:9]:    [-72 -74 -73 -72 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 61 (NLMS Block 512 (5min)):
Original[4:9]: [-18 -18 -13 -11  -9]
Recon[4:9]:    [-18 -18 -13 -11  -9]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 62 (NLMS Block 512 (5min)):
Original[4:9]: [-103 -103 -101 -101 -104]
Recon[4:9]:    [-103 -103 -101 -101 -104]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 63 (NLMS Block 512 (5min)):
Original[4:9]: [-81 -86 -88 -85 -83]
Recon[4:9]:    [-81 -86 -88 -85 -83]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 64 (NLMS Block 512 (5min)):
Original[4:9]: [43 45 48 52 51]
Recon[4:9]:    [43 45 48 52 51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 65 (NLMS Block 512 (5min)):
Original[4:9]: [-32 -32 -32 -30 -39]
Recon[4:9]:    [-32 -32 -32 -30 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 66 (NLMS Block 512 (5min)):
Original[4:9]: [-117 -117 -119 -117 -114]
Recon[4:9]:    [-117 -117 -119 -117 -114]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 67 (NLMS Block 512 (5min)):
Original[4:9]: [-117 -119 -116 -113 -107]
Recon[4:9]:    [-117 -119 -116 -113 -107]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 68 (NLMS Block 512 (5min)):
Original[4:9]: [-102 -102  -99 -101 -106]
Recon[4:9]:    [-102 -102  -99 -101 -106]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 69 (NLMS Block 512 (5min)):
Original[4:9]: [-95 -94 -94 -94 -90]
Recon[4:9]:    [-95 -94 -94 -94 -90]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 70 (NLMS Block 512 (5min)):
Original[4:9]: [-67 -69 -67 -65 -64]
Recon[4:9]:    [-67 -69 -67 -65 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 71 (NLMS Block 512 (5min)):
Original[4:9]: [-25 -22 -19 -20 -22]
Recon[4:9]:    [-25 -22 -19 -20 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 72 (NLMS Block 512 (5min)):
Original[4:9]: [89 71 48 29 12]
Recon[4:9]:    [89 71 48 29 12]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 73 (NLMS Block 512 (5min)):
Original[4:9]: [116 112 110 116 115]
Recon[4:9]:    [116 112 110 116 115]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 74 (NLMS Block 512 (5min)):
Original[4:9]: [47 50 56 54 56]
Recon[4:9]:    [47 50 56 54 56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 75 (NLMS Block 512 (5min)):
Original[4:9]: [-76 -76 -78 -79 -78]
Recon[4:9]:    [-76 -76 -78 -79 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 76 (NLMS Block 512 (5min)):
Original[4:9]: [-153 -156 -158 -155 -152]
Recon[4:9]:    [-153 -156 -158 -155 -152]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 77 (NLMS Block 512 (5min)):
Original[4:9]: [-71 -68 -62 -63 -62]
Recon[4:9]:    [-71 -68 -62 -63 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 78 (NLMS Block 512 (5min)):
Original[4:9]: [-67 -67 -70 -70 -71]
Recon[4:9]:    [-67 -67 -70 -70 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 79 (NLMS Block 512 (5min)):
Original[4:9]: [-73 -76 -75 -71 -67]
Recon[4:9]:    [-73 -76 -75 -71 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 80 (NLMS Block 512 (5min)):
Original[4:9]: [-60 -61 -54 -56 -58]
Recon[4:9]:    [-60 -61 -54 -56 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 81 (NLMS Block 512 (5min)):
Original[4:9]: [-53 -57 -60 -64 -67]
Recon[4:9]:    [-53 -57 -60 -64 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 82 (NLMS Block 512 (5min)):
Original[4:9]: [ 3 -1 -1  0  0]
Recon[4:9]:    [ 3 -1 -1  0  0]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 83 (NLMS Block 512 (5min)):
Original[4:9]: [-4  3 19 30 45]
Recon[4:9]:    [-4  3 19 30 45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 84 (NLMS Block 512 (5min)):
Original[4:9]: [-32 -32 -34 -37 -38]
Recon[4:9]:    [-32 -32 -34 -37 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 85 (NLMS Block 512 (5min)):
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DEBUG Segment 86 (NLMS Block 512 (5min)):
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DEBUG Segment 87 (NLMS Block 512 (5min)):
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DEBUG Segment 88 (NLMS Block 512 (5min)):
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DEBUG Segment 89 (NLMS Block 512 (5min)):
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DEBUG Segment 90 (NLMS Block 512 (5min)):
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DEBUG Segment 91 (NLMS Block 512 (5min)):
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DEBUG Segment 92 (NLMS Block 512 (5min)):
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DEBUG Segment 93 (NLMS Block 512 (5min)):
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DEBUG Segment 94 (NLMS Block 512 (5min)):
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DEBUG Segment 95 (NLMS Block 512 (5min)):
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DEBUG Segment 96 (NLMS Block 512 (5min)):
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DEBUG Segment 97 (NLMS Block 512 (5min)):
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DEBUG Segment 98 (NLMS Block 512 (5min)):
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DEBUG Segment 99 (NLMS Block 512 (5min)):
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DEBUG Segment 100 (NLMS Block 512 (5min)):
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DEBUG Segment 101 (NLMS Block 512 (5min)):
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DEBUG Segment 102 (NLMS Block 512 (5min)):
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DEBUG Segment 103 (NLMS Block 512 (5min)):
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DEBUG Segment 104 (NLMS Block 512 (5min)):
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DEBUG Segment 105 (NLMS Block 512 (5min)):
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DEBUG Segment 106 (NLMS Block 512 (5min)):
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DEBUG Segment 107 (NLMS Block 512 (5min)):
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DEBUG Segment 108 (NLMS Block 512 (5min)):
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DEBUG Segment 109 (NLMS Block 512 (5min)):
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DEBUG Segment 110 (NLMS Block 512 (5min)):
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DEBUG Segment 111 (NLMS Block 512 (5min)):
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DEBUG Segment 112 (NLMS Block 512 (5min)):
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DEBUG Segment 113 (NLMS Block 512 (5min)):
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DEBUG Segment 114 (NLMS Block 512 (5min)):
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DEBUG Segment 115 (NLMS Block 512 (5min)):
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DEBUG Segment 116 (NLMS Block 512 (5min)):
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DEBUG Segment 117 (NLMS Block 512 (5min)):
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DEBUG Segment 118 (NLMS Block 512 (5min)):
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DEBUG Segment 119 (NLMS Block 512 (5min)):
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DEBUG Segment 120 (NLMS Block 512 (5min)):
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DEBUG Segment 121 (NLMS Block 512 (5min)):
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DEBUG Segment 122 (NLMS Block 512 (5min)):
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DEBUG Segment 123 (NLMS Block 512 (5min)):
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DEBUG Segment 124 (NLMS Block 512 (5min)):
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DEBUG Segment 125 (NLMS Block 512 (5min)):
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DEBUG Segment 126 (NLMS Block 512 (5min)):
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DEBUG Segment 127 (NLMS Block 512 (5min)):
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DEBUG Segment 128 (NLMS Block 512 (5min)):
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DEBUG Segment 129 (NLMS Block 512 (5min)):
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DEBUG Segment 130 (NLMS Block 512 (5min)):
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DEBUG Segment 131 (NLMS Block 512 (5min)):
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DEBUG Segment 132 (NLMS Block 512 (5min)):
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DEBUG Segment 133 (NLMS Block 512 (5min)):
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DEBUG Segment 134 (NLMS Block 512 (5min)):
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DEBUG Segment 135 (NLMS Block 512 (5min)):
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DEBUG Segment 136 (NLMS Block 512 (5min)):
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DEBUG Segment 137 (NLMS Block 512 (5min)):
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DEBUG Segment 138 (NLMS Block 512 (5min)):
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DEBUG Segment 139 (NLMS Block 512 (5min)):
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DEBUG Segment 140 (NLMS Block 512 (5min)):
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DEBUG Segment 141 (NLMS Block 512 (5min)):
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DEBUG Segment 142 (NLMS Block 512 (5min)):
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DEBUG Segment 143 (NLMS Block 512 (5min)):
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DEBUG Segment 144 (NLMS Block 512 (5min)):
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DEBUG Segment 145 (NLMS Block 512 (5min)):
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DEBUG Segment 146 (NLMS Block 512 (5min)):
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DEBUG Segment 147 (NLMS Block 512 (5min)):
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DEBUG Segment 148 (NLMS Block 512 (5min)):
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DEBUG Segment 149 (NLMS Block 512 (5min)):
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DEBUG Segment 150 (NLMS Block 512 (5min)):
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DEBUG Segment 151 (NLMS Block 512 (5min)):
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DEBUG Segment 152 (NLMS Block 512 (5min)):
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DEBUG Segment 153 (NLMS Block 512 (5min)):
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DEBUG Segment 154 (NLMS Block 512 (5min)):
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DEBUG Segment 155 (NLMS Block 512 (5min)):
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DEBUG Segment 156 (NLMS Block 512 (5min)):
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DEBUG Segment 157 (NLMS Block 512 (5min)):
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DEBUG Segment 158 (NLMS Block 512 (5min)):
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DEBUG Segment 159 (NLMS Block 512 (5min)):
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DEBUG Segment 160 (NLMS Block 512 (5min)):
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DEBUG Segment 161 (NLMS Block 512 (5min)):
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DEBUG Segment 162 (NLMS Block 512 (5min)):
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DEBUG Segment 163 (NLMS Block 512 (5min)):
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DEBUG Segment 164 (NLMS Block 512 (5min)):
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DEBUG Segment 165 (NLMS Block 512 (5min)):
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DEBUG Segment 166 (NLMS Block 512 (5min)):
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DEBUG Segment 167 (NLMS Block 512 (5min)):
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DEBUG Segment 168 (NLMS Block 512 (5min)):
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DEBUG Segment 169 (NLMS Block 512 (5min)):
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DEBUG Segment 170 (NLMS Block 512 (5min)):
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DEBUG Segment 171 (NLMS Block 512 (5min)):
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DEBUG Segment 172 (NLMS Block 512 (5min)):
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DEBUG Segment 173 (NLMS Block 512 (5min)):
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DEBUG Segment 174 (NLMS Block 512 (5min)):
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DEBUG Segment 175 (NLMS Block 512 (5min)):
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DEBUG Segment 176 (NLMS Block 512 (5min)):
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DEBUG Segment 177 (NLMS Block 512 (5min)):
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DEBUG Segment 178 (NLMS Block 512 (5min)):
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DEBUG Segment 179 (NLMS Block 512 (5min)):
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DEBUG Segment 180 (NLMS Block 512 (5min)):
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DEBUG Segment 181 (NLMS Block 512 (5min)):
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DEBUG Segment 182 (NLMS Block 512 (5min)):
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DEBUG Segment 183 (NLMS Block 512 (5min)):
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DEBUG Segment 184 (NLMS Block 512 (5min)):
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DEBUG Segment 185 (NLMS Block 512 (5min)):
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DEBUG Segment 186 (NLMS Block 512 (5min)):
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DEBUG Segment 187 (NLMS Block 512 (5min)):
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DEBUG Segment 188 (NLMS Block 512 (5min)):
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DEBUG Segment 189 (NLMS Block 512 (5min)):
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DEBUG Segment 190 (NLMS Block 512 (5min)):
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DEBUG Segment 191 (NLMS Block 512 (5min)):
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DEBUG Segment 192 (NLMS Block 512 (5min)):
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DEBUG Segment 193 (NLMS Block 512 (5min)):
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DEBUG Segment 194 (NLMS Block 512 (5min)):
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DEBUG Segment 195 (NLMS Block 512 (5min)):
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DEBUG Segment 196 (NLMS Block 512 (5min)):
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DEBUG Segment 197 (NLMS Block 512 (5min)):
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DEBUG Segment 198 (NLMS Block 512 (5min)):
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DEBUG Segment 199 (NLMS Block 512 (5min)):
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DEBUG Segment 200 (NLMS Block 512 (5min)):
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DEBUG Segment 201 (NLMS Block 512 (5min)):
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DEBUG Segment 202 (NLMS Block 512 (5min)):
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DEBUG Segment 203 (NLMS Block 512 (5min)):
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DEBUG Segment 204 (NLMS Block 512 (5min)):
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DEBUG Segment 205 (NLMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 206 (NLMS Block 512 (5min)):
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DEBUG Segment 207 (NLMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 208 (NLMS Block 512 (5min)):
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DEBUG Segment 209 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-37 -39 -43 -42 -41]
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L2 calculation: 0.0

DEBUG Segment 210 (NLMS Block 512 (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- NLMS Block 512 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added NLMS results for Block 512: CR Rice=1.748, CR Huff=1.800, mean L2=21.51036
Best params for GASS Block 512 (10s): {'order': 4, 'mu': 1e-07, 'rho': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (GASS Block 512 (5min)):
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DEBUG Segment 1 (GASS Block 512 (5min)):
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DEBUG Segment 2 (GASS Block 512 (5min)):
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DEBUG Segment 3 (GASS Block 512 (5min)):
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DEBUG Segment 4 (GASS Block 512 (5min)):
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DEBUG Segment 5 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 6 (GASS Block 512 (5min)):
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DEBUG Segment 7 (GASS Block 512 (5min)):
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DEBUG Segment 8 (GASS Block 512 (5min)):
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DEBUG Segment 9 (GASS Block 512 (5min)):
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DEBUG Segment 10 (GASS Block 512 (5min)):
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DEBUG Segment 11 (GASS Block 512 (5min)):
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DEBUG Segment 12 (GASS Block 512 (5min)):
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DEBUG Segment 13 (GASS Block 512 (5min)):
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DEBUG Segment 14 (GASS Block 512 (5min)):
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DEBUG Segment 15 (GASS Block 512 (5min)):
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DEBUG Segment 16 (GASS Block 512 (5min)):
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DEBUG Segment 17 (GASS Block 512 (5min)):
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DEBUG Segment 18 (GASS Block 512 (5min)):
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DEBUG Segment 19 (GASS Block 512 (5min)):
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DEBUG Segment 20 (GASS Block 512 (5min)):
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DEBUG Segment 21 (GASS Block 512 (5min)):
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DEBUG Segment 22 (GASS Block 512 (5min)):
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DEBUG Segment 23 (GASS Block 512 (5min)):
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DEBUG Segment 24 (GASS Block 512 (5min)):
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DEBUG Segment 25 (GASS Block 512 (5min)):
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DEBUG Segment 26 (GASS Block 512 (5min)):
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DEBUG Segment 27 (GASS Block 512 (5min)):
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DEBUG Segment 28 (GASS Block 512 (5min)):
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DEBUG Segment 29 (GASS Block 512 (5min)):
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DEBUG Segment 30 (GASS Block 512 (5min)):
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DEBUG Segment 31 (GASS Block 512 (5min)):
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DEBUG Segment 32 (GASS Block 512 (5min)):
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DEBUG Segment 33 (GASS Block 512 (5min)):
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DEBUG Segment 34 (GASS Block 512 (5min)):
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DEBUG Segment 35 (GASS Block 512 (5min)):
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DEBUG Segment 36 (GASS Block 512 (5min)):
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DEBUG Segment 37 (GASS Block 512 (5min)):
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DEBUG Segment 38 (GASS Block 512 (5min)):
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DEBUG Segment 39 (GASS Block 512 (5min)):
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DEBUG Segment 40 (GASS Block 512 (5min)):
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DEBUG Segment 41 (GASS Block 512 (5min)):
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DEBUG Segment 42 (GASS Block 512 (5min)):
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DEBUG Segment 43 (GASS Block 512 (5min)):
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DEBUG Segment 44 (GASS Block 512 (5min)):
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DEBUG Segment 45 (GASS Block 512 (5min)):
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DEBUG Segment 46 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 47 (GASS Block 512 (5min)):
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Recon[4:9]:    [-21 -24 -26 -25 -23]
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DEBUG Segment 48 (GASS Block 512 (5min)):
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DEBUG Segment 137 (GASS Block 512 (5min)):
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DEBUG Segment 138 (GASS Block 512 (5min)):
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DEBUG Segment 139 (GASS Block 512 (5min)):
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DEBUG Segment 140 (GASS Block 512 (5min)):
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DEBUG Segment 141 (GASS Block 512 (5min)):
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DEBUG Segment 142 (GASS Block 512 (5min)):
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DEBUG Segment 143 (GASS Block 512 (5min)):
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DEBUG Segment 144 (GASS Block 512 (5min)):
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DEBUG Segment 145 (GASS Block 512 (5min)):
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DEBUG Segment 146 (GASS Block 512 (5min)):
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DEBUG Segment 147 (GASS Block 512 (5min)):
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DEBUG Segment 148 (GASS Block 512 (5min)):
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DEBUG Segment 149 (GASS Block 512 (5min)):
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DEBUG Segment 150 (GASS Block 512 (5min)):
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DEBUG Segment 151 (GASS Block 512 (5min)):
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DEBUG Segment 152 (GASS Block 512 (5min)):
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DEBUG Segment 153 (GASS Block 512 (5min)):
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DEBUG Segment 154 (GASS Block 512 (5min)):
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DEBUG Segment 155 (GASS Block 512 (5min)):
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DEBUG Segment 156 (GASS Block 512 (5min)):
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DEBUG Segment 157 (GASS Block 512 (5min)):
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DEBUG Segment 158 (GASS Block 512 (5min)):
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DEBUG Segment 159 (GASS Block 512 (5min)):
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DEBUG Segment 160 (GASS Block 512 (5min)):
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DEBUG Segment 161 (GASS Block 512 (5min)):
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DEBUG Segment 162 (GASS Block 512 (5min)):
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DEBUG Segment 163 (GASS Block 512 (5min)):
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DEBUG Segment 164 (GASS Block 512 (5min)):
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DEBUG Segment 165 (GASS Block 512 (5min)):
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DEBUG Segment 166 (GASS Block 512 (5min)):
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DEBUG Segment 167 (GASS Block 512 (5min)):
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DEBUG Segment 168 (GASS Block 512 (5min)):
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DEBUG Segment 169 (GASS Block 512 (5min)):
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DEBUG Segment 170 (GASS Block 512 (5min)):
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DEBUG Segment 171 (GASS Block 512 (5min)):
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DEBUG Segment 172 (GASS Block 512 (5min)):
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DEBUG Segment 173 (GASS Block 512 (5min)):
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DEBUG Segment 174 (GASS Block 512 (5min)):
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DEBUG Segment 175 (GASS Block 512 (5min)):
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DEBUG Segment 176 (GASS Block 512 (5min)):
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DEBUG Segment 177 (GASS Block 512 (5min)):
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DEBUG Segment 178 (GASS Block 512 (5min)):
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DEBUG Segment 179 (GASS Block 512 (5min)):
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DEBUG Segment 180 (GASS Block 512 (5min)):
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DEBUG Segment 181 (GASS Block 512 (5min)):
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DEBUG Segment 182 (GASS Block 512 (5min)):
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DEBUG Segment 183 (GASS Block 512 (5min)):
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DEBUG Segment 184 (GASS Block 512 (5min)):
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DEBUG Segment 185 (GASS Block 512 (5min)):
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DEBUG Segment 186 (GASS Block 512 (5min)):
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DEBUG Segment 187 (GASS Block 512 (5min)):
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DEBUG Segment 188 (GASS Block 512 (5min)):
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DEBUG Segment 189 (GASS Block 512 (5min)):
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DEBUG Segment 190 (GASS Block 512 (5min)):
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DEBUG Segment 191 (GASS Block 512 (5min)):
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DEBUG Segment 192 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 193 (GASS Block 512 (5min)):
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DEBUG Segment 194 (GASS Block 512 (5min)):
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DEBUG Segment 195 (GASS Block 512 (5min)):
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DEBUG Segment 196 (GASS Block 512 (5min)):
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DEBUG Segment 197 (GASS Block 512 (5min)):
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DEBUG Segment 198 (GASS Block 512 (5min)):
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DEBUG Segment 199 (GASS Block 512 (5min)):
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DEBUG Segment 200 (GASS Block 512 (5min)):
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DEBUG Segment 201 (GASS Block 512 (5min)):
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DEBUG Segment 202 (GASS Block 512 (5min)):
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DEBUG Segment 203 (GASS Block 512 (5min)):
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DEBUG Segment 204 (GASS Block 512 (5min)):
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DEBUG Segment 205 (GASS Block 512 (5min)):
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DEBUG Segment 206 (GASS Block 512 (5min)):
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DEBUG Segment 207 (GASS Block 512 (5min)):
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DEBUG Segment 208 (GASS Block 512 (5min)):
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DEBUG Segment 209 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 210 (GASS Block 512 (5min)):
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---- GASS Block 512 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added GASS results for Block 512: CR Rice=2.201, CR Huff=2.263, mean L2=10.84323
Best params for LMS Block 1024 (10s): {'order': 4, 'mu': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (LMS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 1 (LMS Block 1024 (5min)):
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DEBUG Segment 2 (LMS Block 1024 (5min)):
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DEBUG Segment 3 (LMS Block 1024 (5min)):
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DEBUG Segment 4 (LMS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 5 (LMS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 6 (LMS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 7 (LMS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 8 (LMS Block 1024 (5min)):
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DEBUG Segment 9 (LMS Block 1024 (5min)):
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DEBUG Segment 10 (LMS Block 1024 (5min)):
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DEBUG Segment 11 (LMS Block 1024 (5min)):
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Recon[4:9]:    [ 59  83 105 125 143]
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L2 calculation: 0.0

DEBUG Segment 12 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-50 -46 -44 -46 -46]
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L2 calculation: 0.0

DEBUG Segment 13 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-35 -37 -38 -34 -31]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-31 -31 -35 -36 -37]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (LMS Block 1024 (5min)):
Original[4:9]: [-48 -45 -42 -42 -47]
Recon[4:9]:    [-48 -45 -42 -42 -47]
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L2 calculation: 0.0

DEBUG Segment 16 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-59 -64 -63 -60 -55]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-58 -60 -61 -63 -66]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-47 -45 -43 -43 -46]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-24 -44 -55 -57 -58]
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L2 calculation: 0.0

DEBUG Segment 20 (LMS Block 1024 (5min)):
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Recon[4:9]:    [10 14 13 12 10]
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L2 calculation: 0.0

DEBUG Segment 21 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-92 -93 -90 -86 -88]
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L2 calculation: 0.0

DEBUG Segment 22 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-34 -40 -41 -45 -43]
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L2 calculation: 0.0

DEBUG Segment 23 (LMS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 24 (LMS Block 1024 (5min)):
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Recon[4:9]:    [20 20 23 29 33]
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L2 calculation: 0.0

DEBUG Segment 25 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-22 -22 -27 -28 -28]
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L2 calculation: 0.0

DEBUG Segment 26 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-58 -52 -49 -51 -54]
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L2 calculation: 0.0

DEBUG Segment 27 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-1  3 16 34 50]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (LMS Block 1024 (5min)):
Original[4:9]: [ 8  9  9 10  8]
Recon[4:9]:    [ 8  9  9 10  8]
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L2 calculation: 0.0

DEBUG Segment 29 (LMS Block 1024 (5min)):
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Recon[4:9]:    [1 3 2 2 1]
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L2 calculation: 0.0

DEBUG Segment 30 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-72 -74 -73 -72 -66]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (LMS Block 1024 (5min)):
Original[4:9]: [-103 -103 -101 -101 -104]
Recon[4:9]:    [-103 -103 -101 -101 -104]
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L2 calculation: 0.0

DEBUG Segment 32 (LMS Block 1024 (5min)):
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Recon[4:9]:    [43 45 48 52 51]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (LMS Block 1024 (5min)):
Original[4:9]: [-117 -117 -119 -117 -114]
Recon[4:9]:    [-117 -117 -119 -117 -114]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-102 -102  -99 -101 -106]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (LMS Block 1024 (5min)):
Original[4:9]: [-67 -69 -67 -65 -64]
Recon[4:9]:    [-67 -69 -67 -65 -64]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (LMS Block 1024 (5min)):
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Recon[4:9]:    [89 71 48 29 12]
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L2 calculation: 0.0

DEBUG Segment 37 (LMS Block 1024 (5min)):
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Recon[4:9]:    [47 50 56 54 56]
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L2 calculation: 0.0

DEBUG Segment 38 (LMS Block 1024 (5min)):
Original[4:9]: [-153 -156 -158 -155 -152]
Recon[4:9]:    [-153 -156 -158 -155 -152]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (LMS Block 1024 (5min)):
Original[4:9]: [-67 -67 -70 -70 -71]
Recon[4:9]:    [-67 -67 -70 -70 -71]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (LMS Block 1024 (5min)):
Original[4:9]: [-60 -61 -54 -56 -58]
Recon[4:9]:    [-60 -61 -54 -56 -58]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (LMS Block 1024 (5min)):
Original[4:9]: [ 3 -1 -1  0  0]
Recon[4:9]:    [ 3 -1 -1  0  0]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (LMS Block 1024 (5min)):
Original[4:9]: [-32 -32 -34 -37 -38]
Recon[4:9]:    [-32 -32 -34 -37 -38]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (LMS Block 1024 (5min)):
Original[4:9]: [-69 -66 -65 -62 -66]
Recon[4:9]:    [-69 -66 -65 -62 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (LMS Block 1024 (5min)):
Original[4:9]: [ -8  -9 -11  -7  -5]
Recon[4:9]:    [ -8  -9 -11  -7  -5]
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L2 calculation: 0.0

DEBUG Segment 45 (LMS Block 1024 (5min)):
Original[4:9]: [-38 -37 -36 -38 -39]
Recon[4:9]:    [-38 -37 -36 -38 -39]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (LMS Block 1024 (5min)):
Original[4:9]: [-38 -40 -38 -35 -40]
Recon[4:9]:    [-38 -40 -38 -35 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (LMS Block 1024 (5min)):
Original[4:9]: [-106 -109 -113 -112 -108]
Recon[4:9]:    [-106 -109 -113 -112 -108]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (LMS Block 1024 (5min)):
Original[4:9]: [ 62  43  19  -7 -25]
Recon[4:9]:    [ 62  43  19  -7 -25]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (LMS Block 1024 (5min)):
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Recon[4:9]:    [12 16 19 19  3]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (LMS Block 1024 (5min)):
Original[4:9]: [-31 -33 -35 -35 -34]
Recon[4:9]:    [-31 -33 -35 -35 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (LMS Block 1024 (5min)):
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Recon[4:9]:    [ 9 22 37 58 78]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (LMS Block 1024 (5min)):
Original[4:9]: [-53 -55 -47 -47 -43]
Recon[4:9]:    [-53 -55 -47 -47 -43]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 53 (LMS Block 1024 (5min)):
Original[4:9]: [-55 -56 -57 -58 -59]
Recon[4:9]:    [-55 -56 -57 -58 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 54 (LMS Block 1024 (5min)):
Original[4:9]: [-25 -24 -23 -23 -27]
Recon[4:9]:    [-25 -24 -23 -23 -27]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 55 (LMS Block 1024 (5min)):
Original[4:9]: [ -93 -118 -131 -137 -140]
Recon[4:9]:    [ -93 -118 -131 -137 -140]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 56 (LMS Block 1024 (5min)):
Original[4:9]: [-23 -29 -33 -40 -39]
Recon[4:9]:    [-23 -29 -33 -40 -39]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 57 (LMS Block 1024 (5min)):
Original[4:9]: [-20 -17 -14 -13 -15]
Recon[4:9]:    [-20 -17 -14 -13 -15]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 58 (LMS Block 1024 (5min)):
Original[4:9]: [-6  6 20 32 39]
Recon[4:9]:    [-6  6 20 32 39]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 59 (LMS Block 1024 (5min)):
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Recon[4:9]:    [50 55 52 50 48]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 60 (LMS Block 1024 (5min)):
Original[4:9]: [-32 -32 -29 -28 -30]
Recon[4:9]:    [-32 -32 -29 -28 -30]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 61 (LMS Block 1024 (5min)):
Original[4:9]: [-40 -35 -27 -13   4]
Recon[4:9]:    [-40 -35 -27 -13   4]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 62 (LMS Block 1024 (5min)):
Original[4:9]: [18 20 14  6 -5]
Recon[4:9]:    [18 20 14  6 -5]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 63 (LMS Block 1024 (5min)):
Original[4:9]: [ 4  9  9  1 -9]
Recon[4:9]:    [ 4  9  9  1 -9]
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L2 calculation: 0.0

DEBUG Segment 64 (LMS Block 1024 (5min)):
Original[4:9]: [ -8 -29 -47 -63 -72]
Recon[4:9]:    [ -8 -29 -47 -63 -72]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 65 (LMS Block 1024 (5min)):
Original[4:9]: [-33 -29 -30 -32 -32]
Recon[4:9]:    [-33 -29 -30 -32 -32]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 66 (LMS Block 1024 (5min)):
Original[4:9]: [-75 -76 -77 -72 -68]
Recon[4:9]:    [-75 -76 -77 -72 -68]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 67 (LMS Block 1024 (5min)):
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Recon[4:9]:    [40 43 43 44 47]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 68 (LMS Block 1024 (5min)):
Original[4:9]: [-26 -19 -17 -18 -20]
Recon[4:9]:    [-26 -19 -17 -18 -20]
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L2 calculation: 0.0

DEBUG Segment 69 (LMS Block 1024 (5min)):
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Recon[4:9]:    [45 44 47 51 56]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 70 (LMS Block 1024 (5min)):
Original[4:9]: [-51 -51 -53 -52 -54]
Recon[4:9]:    [-51 -51 -53 -52 -54]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 71 (LMS Block 1024 (5min)):
Original[4:9]: [-103  -97  -97  -94  -97]
Recon[4:9]:    [-103  -97  -97  -94  -97]
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L2 calculation: 0.0

DEBUG Segment 72 (LMS Block 1024 (5min)):
Original[4:9]: [-29 -32 -32 -32 -27]
Recon[4:9]:    [-29 -32 -32 -32 -27]
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L2 calculation: 0.0

DEBUG Segment 73 (LMS Block 1024 (5min)):
Original[4:9]: [-61 -58 -57 -58 -62]
Recon[4:9]:    [-61 -58 -57 -58 -62]
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L2 calculation: 0.0

DEBUG Segment 74 (LMS Block 1024 (5min)):
Original[4:9]: [ -98  -99 -100  -98 -102]
Recon[4:9]:    [ -98  -99 -100  -98 -102]
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L2 calculation: 0.0

DEBUG Segment 75 (LMS Block 1024 (5min)):
Original[4:9]: [-30 -35 -35 -34 -36]
Recon[4:9]:    [-30 -35 -35 -34 -36]
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L2 calculation: 0.0

DEBUG Segment 76 (LMS Block 1024 (5min)):
Original[4:9]: [-40 -37 -34 -36 -36]
Recon[4:9]:    [-40 -37 -34 -36 -36]
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L2 calculation: 0.0

DEBUG Segment 77 (LMS Block 1024 (5min)):
Original[4:9]: [-47 -45 -45 -44 -41]
Recon[4:9]:    [-47 -45 -45 -44 -41]
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L2 calculation: 0.0

DEBUG Segment 78 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-9  6 22 33 49]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 79 (LMS Block 1024 (5min)):
Original[4:9]: [-35 -27 -19 -16 -17]
Recon[4:9]:    [-35 -27 -19 -16 -17]
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L2 calculation: 0.0

DEBUG Segment 80 (LMS Block 1024 (5min)):
Original[4:9]: [-23 -25 -24 -24 -21]
Recon[4:9]:    [-23 -25 -24 -24 -21]
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L2 calculation: 0.0

DEBUG Segment 81 (LMS Block 1024 (5min)):
Original[4:9]: [-64 -66 -67 -68 -68]
Recon[4:9]:    [-64 -66 -67 -68 -68]
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L2 calculation: 0.0

DEBUG Segment 82 (LMS Block 1024 (5min)):
Original[4:9]: [-72 -69 -63 -66 -65]
Recon[4:9]:    [-72 -69 -63 -66 -65]
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L2 calculation: 0.0

DEBUG Segment 83 (LMS Block 1024 (5min)):
Original[4:9]: [-31 -39 -45 -47 -52]
Recon[4:9]:    [-31 -39 -45 -47 -52]
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L2 calculation: 0.0

DEBUG Segment 84 (LMS Block 1024 (5min)):
Original[4:9]: [-88 -86 -89 -91 -95]
Recon[4:9]:    [-88 -86 -89 -91 -95]
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L2 calculation: 0.0

DEBUG Segment 85 (LMS Block 1024 (5min)):
Original[4:9]: [-61 -57 -49 -45 -43]
Recon[4:9]:    [-61 -57 -49 -45 -43]
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L2 calculation: 0.0

DEBUG Segment 86 (LMS Block 1024 (5min)):
Original[4:9]: [-17 -19 -20 -16 -12]
Recon[4:9]:    [-17 -19 -20 -16 -12]
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L2 calculation: 0.0

DEBUG Segment 87 (LMS Block 1024 (5min)):
Original[4:9]: [-63 -61 -63 -64 -64]
Recon[4:9]:    [-63 -61 -63 -64 -64]
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L2 calculation: 0.0

DEBUG Segment 88 (LMS Block 1024 (5min)):
Original[4:9]: [-49 -48 -43 -43 -49]
Recon[4:9]:    [-49 -48 -43 -43 -49]
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L2 calculation: 0.0

DEBUG Segment 89 (LMS Block 1024 (5min)):
Original[4:9]: [-85 -85 -87 -84 -82]
Recon[4:9]:    [-85 -85 -87 -84 -82]
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L2 calculation: 0.0

DEBUG Segment 90 (LMS Block 1024 (5min)):
Original[4:9]: [-24 -21 -23 -26 -31]
Recon[4:9]:    [-24 -21 -23 -26 -31]
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L2 calculation: 0.0

DEBUG Segment 91 (LMS Block 1024 (5min)):
Original[4:9]: [-68 -67 -66 -63 -61]
Recon[4:9]:    [-68 -67 -66 -63 -61]
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L2 calculation: 0.0

DEBUG Segment 92 (LMS Block 1024 (5min)):
Original[4:9]: [-66 -51 -30  -7  18]
Recon[4:9]:    [-66 -51 -30  -7  18]
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L2 calculation: 0.0

DEBUG Segment 93 (LMS Block 1024 (5min)):
Original[4:9]: [-83 -82 -78 -81 -85]
Recon[4:9]:    [-83 -82 -78 -81 -85]
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L2 calculation: 0.0

DEBUG Segment 94 (LMS Block 1024 (5min)):
Original[4:9]: [-62 -65 -62 -58 -55]
Recon[4:9]:    [-62 -65 -62 -58 -55]
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L2 calculation: 0.0

DEBUG Segment 95 (LMS Block 1024 (5min)):
Original[4:9]: [-61 -57 -58 -56 -54]
Recon[4:9]:    [-61 -57 -58 -56 -54]
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L2 calculation: 0.0

DEBUG Segment 96 (LMS Block 1024 (5min)):
Original[4:9]: [-34 -35 -41 -44 -50]
Recon[4:9]:    [-34 -35 -41 -44 -50]
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L2 calculation: 0.0

DEBUG Segment 97 (LMS Block 1024 (5min)):
Original[4:9]: [-68 -64 -62 -59 -58]
Recon[4:9]:    [-68 -64 -62 -59 -58]
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L2 calculation: 0.0

DEBUG Segment 98 (LMS Block 1024 (5min)):
Original[4:9]: [  6  26  49  73 103]
Recon[4:9]:    [  6  26  49  73 103]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 99 (LMS Block 1024 (5min)):
Original[4:9]: [3 6 8 5 0]
Recon[4:9]:    [3 6 8 5 0]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 100 (LMS Block 1024 (5min)):
Original[4:9]: [-71 -74 -75 -71 -69]
Recon[4:9]:    [-71 -74 -75 -71 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 101 (LMS Block 1024 (5min)):
Original[4:9]: [-71 -69 -70 -70 -66]
Recon[4:9]:    [-71 -69 -70 -70 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 102 (LMS Block 1024 (5min)):
Original[4:9]: [-18 -13  -9  -4  -3]
Recon[4:9]:    [-18 -13  -9  -4  -3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 103 (LMS Block 1024 (5min)):
Original[4:9]: [-49 -51 -52 -58 -57]
Recon[4:9]:    [-49 -51 -52 -58 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 104 (LMS Block 1024 (5min)):
Original[4:9]: [-61 -57 -62 -65 -64]
Recon[4:9]:    [-61 -57 -62 -65 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 105 (LMS Block 1024 (5min)):
Original[4:9]: [-16 -16 -13 -12 -11]
Recon[4:9]:    [-16 -16 -13 -12 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- LMS Block 1024 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added LMS results for Block 1024: CR Rice=1.891, CR Huff=1.956, mean L2=16.82824
Best params for NLMS Block 1024 (10s): {'order': 4, 'mu': 0.01} (avg l2-norm=0.00000)

DEBUG Segment 0 (NLMS Block 1024 (5min)):
Original[4:9]: [-7 -7 -7 -7 -7]
Recon[4:9]:    [-7 -7 -7 -7 -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (NLMS Block 1024 (5min)):
Original[4:9]: [-21 -18 -17 -20 -24]
Recon[4:9]:    [-21 -18 -17 -20 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (NLMS Block 1024 (5min)):
Original[4:9]: [ -96 -102 -100  -90  -78]
Recon[4:9]:    [ -96 -102 -100  -90  -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (NLMS Block 1024 (5min)):
Original[4:9]: [-16 -21 -23 -27 -30]
Recon[4:9]:    [-16 -21 -23 -27 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (NLMS Block 1024 (5min)):
Original[4:9]: [-39 -34 -28 -31 -30]
Recon[4:9]:    [-39 -34 -28 -31 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (NLMS Block 1024 (5min)):
Original[4:9]: [-74 -77 -77 -73 -70]
Recon[4:9]:    [-74 -77 -77 -73 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (NLMS Block 1024 (5min)):
Original[4:9]: [-29 -31 -35 -41 -45]
Recon[4:9]:    [-29 -31 -35 -41 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (NLMS Block 1024 (5min)):
Original[4:9]: [-52 -54 -50 -46 -49]
Recon[4:9]:    [-52 -54 -50 -46 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (NLMS Block 1024 (5min)):
Original[4:9]: [97 75 56 35 19]
Recon[4:9]:    [97 75 56 35 19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (NLMS Block 1024 (5min)):
Original[4:9]: [-42 -41 -41 -42 -45]
Recon[4:9]:    [-42 -41 -41 -42 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (NLMS Block 1024 (5min)):
Original[4:9]: [-27 -26 -24 -21 -22]
Recon[4:9]:    [-27 -26 -24 -21 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (NLMS Block 1024 (5min)):
Original[4:9]: [ 59  83 105 125 143]
Recon[4:9]:    [ 59  83 105 125 143]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (NLMS Block 1024 (5min)):
Original[4:9]: [-50 -46 -44 -46 -46]
Recon[4:9]:    [-50 -46 -44 -46 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (NLMS Block 1024 (5min)):
Original[4:9]: [-35 -37 -38 -34 -31]
Recon[4:9]:    [-35 -37 -38 -34 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (NLMS Block 1024 (5min)):
Original[4:9]: [-31 -31 -35 -36 -37]
Recon[4:9]:    [-31 -31 -35 -36 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (NLMS Block 1024 (5min)):
Original[4:9]: [-48 -45 -42 -42 -47]
Recon[4:9]:    [-48 -45 -42 -42 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (NLMS Block 1024 (5min)):
Original[4:9]: [-59 -64 -63 -60 -55]
Recon[4:9]:    [-59 -64 -63 -60 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (NLMS Block 1024 (5min)):
Original[4:9]: [-58 -60 -61 -63 -66]
Recon[4:9]:    [-58 -60 -61 -63 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (NLMS Block 1024 (5min)):
Original[4:9]: [-47 -45 -43 -43 -46]
Recon[4:9]:    [-47 -45 -43 -43 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (NLMS Block 1024 (5min)):
Original[4:9]: [-24 -44 -55 -57 -58]
Recon[4:9]:    [-24 -44 -55 -57 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (NLMS Block 1024 (5min)):
Original[4:9]: [10 14 13 12 10]
Recon[4:9]:    [10 14 13 12 10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (NLMS Block 1024 (5min)):
Original[4:9]: [-92 -93 -90 -86 -88]
Recon[4:9]:    [-92 -93 -90 -86 -88]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (NLMS Block 1024 (5min)):
Original[4:9]: [-34 -40 -41 -45 -43]
Recon[4:9]:    [-34 -40 -41 -45 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (NLMS Block 1024 (5min)):
Original[4:9]: [32 22 16 20 33]
Recon[4:9]:    [32 22 16 20 33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (NLMS Block 1024 (5min)):
Original[4:9]: [20 20 23 29 33]
Recon[4:9]:    [20 20 23 29 33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (NLMS Block 1024 (5min)):
Original[4:9]: [-22 -22 -27 -28 -28]
Recon[4:9]:    [-22 -22 -27 -28 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (NLMS Block 1024 (5min)):
Original[4:9]: [-58 -52 -49 -51 -54]
Recon[4:9]:    [-58 -52 -49 -51 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (NLMS Block 1024 (5min)):
Original[4:9]: [-1  3 16 34 50]
Recon[4:9]:    [-1  3 16 34 50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (NLMS Block 1024 (5min)):
Original[4:9]: [ 8  9  9 10  8]
Recon[4:9]:    [ 8  9  9 10  8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (NLMS Block 1024 (5min)):
Original[4:9]: [1 3 2 2 1]
Recon[4:9]:    [1 3 2 2 1]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (NLMS Block 1024 (5min)):
Original[4:9]: [-72 -74 -73 -72 -66]
Recon[4:9]:    [-72 -74 -73 -72 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (NLMS Block 1024 (5min)):
Original[4:9]: [-103 -103 -101 -101 -104]
Recon[4:9]:    [-103 -103 -101 -101 -104]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (NLMS Block 1024 (5min)):
Original[4:9]: [43 45 48 52 51]
Recon[4:9]:    [43 45 48 52 51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (NLMS Block 1024 (5min)):
Original[4:9]: [-117 -117 -119 -117 -114]
Recon[4:9]:    [-117 -117 -119 -117 -114]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (NLMS Block 1024 (5min)):
Original[4:9]: [-102 -102  -99 -101 -106]
Recon[4:9]:    [-102 -102  -99 -101 -106]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (NLMS Block 1024 (5min)):
Original[4:9]: [-67 -69 -67 -65 -64]
Recon[4:9]:    [-67 -69 -67 -65 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (NLMS Block 1024 (5min)):
Original[4:9]: [89 71 48 29 12]
Recon[4:9]:    [89 71 48 29 12]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (NLMS Block 1024 (5min)):
Original[4:9]: [47 50 56 54 56]
Recon[4:9]:    [47 50 56 54 56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (NLMS Block 1024 (5min)):
Original[4:9]: [-153 -156 -158 -155 -152]
Recon[4:9]:    [-153 -156 -158 -155 -152]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (NLMS Block 1024 (5min)):
Original[4:9]: [-67 -67 -70 -70 -71]
Recon[4:9]:    [-67 -67 -70 -70 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (NLMS Block 1024 (5min)):
Original[4:9]: [-60 -61 -54 -56 -58]
Recon[4:9]:    [-60 -61 -54 -56 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (NLMS Block 1024 (5min)):
Original[4:9]: [ 3 -1 -1  0  0]
Recon[4:9]:    [ 3 -1 -1  0  0]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (NLMS Block 1024 (5min)):
Original[4:9]: [-32 -32 -34 -37 -38]
Recon[4:9]:    [-32 -32 -34 -37 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (NLMS Block 1024 (5min)):
Original[4:9]: [-69 -66 -65 -62 -66]
Recon[4:9]:    [-69 -66 -65 -62 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (NLMS Block 1024 (5min)):
Original[4:9]: [ -8  -9 -11  -7  -5]
Recon[4:9]:    [ -8  -9 -11  -7  -5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (NLMS Block 1024 (5min)):
Original[4:9]: [-38 -37 -36 -38 -39]
Recon[4:9]:    [-38 -37 -36 -38 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (NLMS Block 1024 (5min)):
Original[4:9]: [-38 -40 -38 -35 -40]
Recon[4:9]:    [-38 -40 -38 -35 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (NLMS Block 1024 (5min)):
Original[4:9]: [-106 -109 -113 -112 -108]
Recon[4:9]:    [-106 -109 -113 -112 -108]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (NLMS Block 1024 (5min)):
Original[4:9]: [ 62  43  19  -7 -25]
Recon[4:9]:    [ 62  43  19  -7 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (NLMS Block 1024 (5min)):
Original[4:9]: [12 16 19 19  3]
Recon[4:9]:    [12 16 19 19  3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (NLMS Block 1024 (5min)):
Original[4:9]: [-31 -33 -35 -35 -34]
Recon[4:9]:    [-31 -33 -35 -35 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (NLMS Block 1024 (5min)):
Original[4:9]: [ 9 22 37 58 78]
Recon[4:9]:    [ 9 22 37 58 78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (NLMS Block 1024 (5min)):
Original[4:9]: [-53 -55 -47 -47 -43]
Recon[4:9]:    [-53 -55 -47 -47 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 53 (NLMS Block 1024 (5min)):
Original[4:9]: [-55 -56 -57 -58 -59]
Recon[4:9]:    [-55 -56 -57 -58 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 54 (NLMS Block 1024 (5min)):
Original[4:9]: [-25 -24 -23 -23 -27]
Recon[4:9]:    [-25 -24 -23 -23 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 55 (NLMS Block 1024 (5min)):
Original[4:9]: [ -93 -118 -131 -137 -140]
Recon[4:9]:    [ -93 -118 -131 -137 -140]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 56 (NLMS Block 1024 (5min)):
Original[4:9]: [-23 -29 -33 -40 -39]
Recon[4:9]:    [-23 -29 -33 -40 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 57 (NLMS Block 1024 (5min)):
Original[4:9]: [-20 -17 -14 -13 -15]
Recon[4:9]:    [-20 -17 -14 -13 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 58 (NLMS Block 1024 (5min)):
Original[4:9]: [-6  6 20 32 39]
Recon[4:9]:    [-6  6 20 32 39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 59 (NLMS Block 1024 (5min)):
Original[4:9]: [50 55 52 50 48]
Recon[4:9]:    [50 55 52 50 48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 60 (NLMS Block 1024 (5min)):
Original[4:9]: [-32 -32 -29 -28 -30]
Recon[4:9]:    [-32 -32 -29 -28 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 61 (NLMS Block 1024 (5min)):
Original[4:9]: [-40 -35 -27 -13   4]
Recon[4:9]:    [-40 -35 -27 -13   4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 62 (NLMS Block 1024 (5min)):
Original[4:9]: [18 20 14  6 -5]
Recon[4:9]:    [18 20 14  6 -5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 63 (NLMS Block 1024 (5min)):
Original[4:9]: [ 4  9  9  1 -9]
Recon[4:9]:    [ 4  9  9  1 -9]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 64 (NLMS Block 1024 (5min)):
Original[4:9]: [ -8 -29 -47 -63 -72]
Recon[4:9]:    [ -8 -29 -47 -63 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 65 (NLMS Block 1024 (5min)):
Original[4:9]: [-33 -29 -30 -32 -32]
Recon[4:9]:    [-33 -29 -30 -32 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 66 (NLMS Block 1024 (5min)):
Original[4:9]: [-75 -76 -77 -72 -68]
Recon[4:9]:    [-75 -76 -77 -72 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 67 (NLMS Block 1024 (5min)):
Original[4:9]: [40 43 43 44 47]
Recon[4:9]:    [40 43 43 44 47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 68 (NLMS Block 1024 (5min)):
Original[4:9]: [-26 -19 -17 -18 -20]
Recon[4:9]:    [-26 -19 -17 -18 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 69 (NLMS Block 1024 (5min)):
Original[4:9]: [45 44 47 51 56]
Recon[4:9]:    [45 44 47 51 56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 70 (NLMS Block 1024 (5min)):
Original[4:9]: [-51 -51 -53 -52 -54]
Recon[4:9]:    [-51 -51 -53 -52 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 71 (NLMS Block 1024 (5min)):
Original[4:9]: [-103  -97  -97  -94  -97]
Recon[4:9]:    [-103  -97  -97  -94  -97]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 72 (NLMS Block 1024 (5min)):
Original[4:9]: [-29 -32 -32 -32 -27]
Recon[4:9]:    [-29 -32 -32 -32 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 73 (NLMS Block 1024 (5min)):
Original[4:9]: [-61 -58 -57 -58 -62]
Recon[4:9]:    [-61 -58 -57 -58 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 74 (NLMS Block 1024 (5min)):
Original[4:9]: [ -98  -99 -100  -98 -102]
Recon[4:9]:    [ -98  -99 -100  -98 -102]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 75 (NLMS Block 1024 (5min)):
Original[4:9]: [-30 -35 -35 -34 -36]
Recon[4:9]:    [-30 -35 -35 -34 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 76 (NLMS Block 1024 (5min)):
Original[4:9]: [-40 -37 -34 -36 -36]
Recon[4:9]:    [-40 -37 -34 -36 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 77 (NLMS Block 1024 (5min)):
Original[4:9]: [-47 -45 -45 -44 -41]
Recon[4:9]:    [-47 -45 -45 -44 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 78 (NLMS Block 1024 (5min)):
Original[4:9]: [-9  6 22 33 49]
Recon[4:9]:    [-9  6 22 33 49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 79 (NLMS Block 1024 (5min)):
Original[4:9]: [-35 -27 -19 -16 -17]
Recon[4:9]:    [-35 -27 -19 -16 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 80 (NLMS Block 1024 (5min)):
Original[4:9]: [-23 -25 -24 -24 -21]
Recon[4:9]:    [-23 -25 -24 -24 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 81 (NLMS Block 1024 (5min)):
Original[4:9]: [-64 -66 -67 -68 -68]
Recon[4:9]:    [-64 -66 -67 -68 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 82 (NLMS Block 1024 (5min)):
Original[4:9]: [-72 -69 -63 -66 -65]
Recon[4:9]:    [-72 -69 -63 -66 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 83 (NLMS Block 1024 (5min)):
Original[4:9]: [-31 -39 -45 -47 -52]
Recon[4:9]:    [-31 -39 -45 -47 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 84 (NLMS Block 1024 (5min)):
Original[4:9]: [-88 -86 -89 -91 -95]
Recon[4:9]:    [-88 -86 -89 -91 -95]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 85 (NLMS Block 1024 (5min)):
Original[4:9]: [-61 -57 -49 -45 -43]
Recon[4:9]:    [-61 -57 -49 -45 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 86 (NLMS Block 1024 (5min)):
Original[4:9]: [-17 -19 -20 -16 -12]
Recon[4:9]:    [-17 -19 -20 -16 -12]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 87 (NLMS Block 1024 (5min)):
Original[4:9]: [-63 -61 -63 -64 -64]
Recon[4:9]:    [-63 -61 -63 -64 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 88 (NLMS Block 1024 (5min)):
Original[4:9]: [-49 -48 -43 -43 -49]
Recon[4:9]:    [-49 -48 -43 -43 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 89 (NLMS Block 1024 (5min)):
Original[4:9]: [-85 -85 -87 -84 -82]
Recon[4:9]:    [-85 -85 -87 -84 -82]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 90 (NLMS Block 1024 (5min)):
Original[4:9]: [-24 -21 -23 -26 -31]
Recon[4:9]:    [-24 -21 -23 -26 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 91 (NLMS Block 1024 (5min)):
Original[4:9]: [-68 -67 -66 -63 -61]
Recon[4:9]:    [-68 -67 -66 -63 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 92 (NLMS Block 1024 (5min)):
Original[4:9]: [-66 -51 -30  -7  18]
Recon[4:9]:    [-66 -51 -30  -7  18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 93 (NLMS Block 1024 (5min)):
Original[4:9]: [-83 -82 -78 -81 -85]
Recon[4:9]:    [-83 -82 -78 -81 -85]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 94 (NLMS Block 1024 (5min)):
Original[4:9]: [-62 -65 -62 -58 -55]
Recon[4:9]:    [-62 -65 -62 -58 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 95 (NLMS Block 1024 (5min)):
Original[4:9]: [-61 -57 -58 -56 -54]
Recon[4:9]:    [-61 -57 -58 -56 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 96 (NLMS Block 1024 (5min)):
Original[4:9]: [-34 -35 -41 -44 -50]
Recon[4:9]:    [-34 -35 -41 -44 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 97 (NLMS Block 1024 (5min)):
Original[4:9]: [-68 -64 -62 -59 -58]
Recon[4:9]:    [-68 -64 -62 -59 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 98 (NLMS Block 1024 (5min)):
Original[4:9]: [  6  26  49  73 103]
Recon[4:9]:    [  6  26  49  73 103]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 99 (NLMS Block 1024 (5min)):
Original[4:9]: [3 6 8 5 0]
Recon[4:9]:    [3 6 8 5 0]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 100 (NLMS Block 1024 (5min)):
Original[4:9]: [-71 -74 -75 -71 -69]
Recon[4:9]:    [-71 -74 -75 -71 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 101 (NLMS Block 1024 (5min)):
Original[4:9]: [-71 -69 -70 -70 -66]
Recon[4:9]:    [-71 -69 -70 -70 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 102 (NLMS Block 1024 (5min)):
Original[4:9]: [-18 -13  -9  -4  -3]
Recon[4:9]:    [-18 -13  -9  -4  -3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 103 (NLMS Block 1024 (5min)):
Original[4:9]: [-49 -51 -52 -58 -57]
Recon[4:9]:    [-49 -51 -52 -58 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 104 (NLMS Block 1024 (5min)):
Original[4:9]: [-61 -57 -62 -65 -64]
Recon[4:9]:    [-61 -57 -62 -65 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 105 (NLMS Block 1024 (5min)):
Original[4:9]: [-16 -16 -13 -12 -11]
Recon[4:9]:    [-16 -16 -13 -12 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- NLMS Block 1024 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added NLMS results for Block 1024: CR Rice=1.890, CR Huff=1.968, mean L2=16.92802
Best params for GASS Block 1024 (10s): {'order': 4, 'mu': 1e-07, 'rho': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (GASS Block 1024 (5min)):
Original[4:9]: [-7 -7 -7 -7 -7]
Recon[4:9]:    [-7 -7 -7 -7 -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (GASS Block 1024 (5min)):
Original[4:9]: [-21 -18 -17 -20 -24]
Recon[4:9]:    [-21 -18 -17 -20 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (GASS Block 1024 (5min)):
Original[4:9]: [ -96 -102 -100  -90  -78]
Recon[4:9]:    [ -96 -102 -100  -90  -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (GASS Block 1024 (5min)):
Original[4:9]: [-16 -21 -23 -27 -30]
Recon[4:9]:    [-16 -21 -23 -27 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (GASS Block 1024 (5min)):
Original[4:9]: [-39 -34 -28 -31 -30]
Recon[4:9]:    [-39 -34 -28 -31 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (GASS Block 1024 (5min)):
Original[4:9]: [-74 -77 -77 -73 -70]
Recon[4:9]:    [-74 -77 -77 -73 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (GASS Block 1024 (5min)):
Original[4:9]: [-29 -31 -35 -41 -45]
Recon[4:9]:    [-29 -31 -35 -41 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (GASS Block 1024 (5min)):
Original[4:9]: [-52 -54 -50 -46 -49]
Recon[4:9]:    [-52 -54 -50 -46 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (GASS Block 1024 (5min)):
Original[4:9]: [97 75 56 35 19]
Recon[4:9]:    [97 75 56 35 19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (GASS Block 1024 (5min)):
Original[4:9]: [-42 -41 -41 -42 -45]
Recon[4:9]:    [-42 -41 -41 -42 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (GASS Block 1024 (5min)):
Original[4:9]: [-27 -26 -24 -21 -22]
Recon[4:9]:    [-27 -26 -24 -21 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (GASS Block 1024 (5min)):
Original[4:9]: [ 59  83 105 125 143]
Recon[4:9]:    [ 59  83 105 125 143]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (GASS Block 1024 (5min)):
Original[4:9]: [-50 -46 -44 -46 -46]
Recon[4:9]:    [-50 -46 -44 -46 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (GASS Block 1024 (5min)):
Original[4:9]: [-35 -37 -38 -34 -31]
Recon[4:9]:    [-35 -37 -38 -34 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (GASS Block 1024 (5min)):
Original[4:9]: [-31 -31 -35 -36 -37]
Recon[4:9]:    [-31 -31 -35 -36 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (GASS Block 1024 (5min)):
Original[4:9]: [-48 -45 -42 -42 -47]
Recon[4:9]:    [-48 -45 -42 -42 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (GASS Block 1024 (5min)):
Original[4:9]: [-59 -64 -63 -60 -55]
Recon[4:9]:    [-59 -64 -63 -60 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (GASS Block 1024 (5min)):
Original[4:9]: [-58 -60 -61 -63 -66]
Recon[4:9]:    [-58 -60 -61 -63 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (GASS Block 1024 (5min)):
Original[4:9]: [-47 -45 -43 -43 -46]
Recon[4:9]:    [-47 -45 -43 -43 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (GASS Block 1024 (5min)):
Original[4:9]: [-24 -44 -55 -57 -58]
Recon[4:9]:    [-24 -44 -55 -57 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (GASS Block 1024 (5min)):
Original[4:9]: [10 14 13 12 10]
Recon[4:9]:    [10 14 13 12 10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (GASS Block 1024 (5min)):
Original[4:9]: [-92 -93 -90 -86 -88]
Recon[4:9]:    [-92 -93 -90 -86 -88]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (GASS Block 1024 (5min)):
Original[4:9]: [-34 -40 -41 -45 -43]
Recon[4:9]:    [-34 -40 -41 -45 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (GASS Block 1024 (5min)):
Original[4:9]: [32 22 16 20 33]
Recon[4:9]:    [32 22 16 20 33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (GASS Block 1024 (5min)):
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Recon[4:9]:    [20 20 23 29 33]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (GASS Block 1024 (5min)):
Original[4:9]: [-22 -22 -27 -28 -28]
Recon[4:9]:    [-22 -22 -27 -28 -28]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (GASS Block 1024 (5min)):
Original[4:9]: [-58 -52 -49 -51 -54]
Recon[4:9]:    [-58 -52 -49 -51 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (GASS Block 1024 (5min)):
Original[4:9]: [-1  3 16 34 50]
Recon[4:9]:    [-1  3 16 34 50]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (GASS Block 1024 (5min)):
Original[4:9]: [ 8  9  9 10  8]
Recon[4:9]:    [ 8  9  9 10  8]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (GASS Block 1024 (5min)):
Original[4:9]: [1 3 2 2 1]
Recon[4:9]:    [1 3 2 2 1]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (GASS Block 1024 (5min)):
Original[4:9]: [-72 -74 -73 -72 -66]
Recon[4:9]:    [-72 -74 -73 -72 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (GASS Block 1024 (5min)):
Original[4:9]: [-103 -103 -101 -101 -104]
Recon[4:9]:    [-103 -103 -101 -101 -104]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (GASS Block 1024 (5min)):
Original[4:9]: [43 45 48 52 51]
Recon[4:9]:    [43 45 48 52 51]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (GASS Block 1024 (5min)):
Original[4:9]: [-117 -117 -119 -117 -114]
Recon[4:9]:    [-117 -117 -119 -117 -114]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (GASS Block 1024 (5min)):
Original[4:9]: [-102 -102  -99 -101 -106]
Recon[4:9]:    [-102 -102  -99 -101 -106]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (GASS Block 1024 (5min)):
Original[4:9]: [-67 -69 -67 -65 -64]
Recon[4:9]:    [-67 -69 -67 -65 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (GASS Block 1024 (5min)):
Original[4:9]: [89 71 48 29 12]
Recon[4:9]:    [89 71 48 29 12]
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L2 calculation: 0.0

DEBUG Segment 37 (GASS Block 1024 (5min)):
Original[4:9]: [47 50 56 54 56]
Recon[4:9]:    [47 50 56 54 56]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (GASS Block 1024 (5min)):
Original[4:9]: [-153 -156 -158 -155 -152]
Recon[4:9]:    [-153 -156 -158 -155 -152]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (GASS Block 1024 (5min)):
Original[4:9]: [-67 -67 -70 -70 -71]
Recon[4:9]:    [-67 -67 -70 -70 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (GASS Block 1024 (5min)):
Original[4:9]: [-60 -61 -54 -56 -58]
Recon[4:9]:    [-60 -61 -54 -56 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (GASS Block 1024 (5min)):
Original[4:9]: [ 3 -1 -1  0  0]
Recon[4:9]:    [ 3 -1 -1  0  0]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (GASS Block 1024 (5min)):
Original[4:9]: [-32 -32 -34 -37 -38]
Recon[4:9]:    [-32 -32 -34 -37 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (GASS Block 1024 (5min)):
Original[4:9]: [-69 -66 -65 -62 -66]
Recon[4:9]:    [-69 -66 -65 -62 -66]
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L2 calculation: 0.0

DEBUG Segment 44 (GASS Block 1024 (5min)):
Original[4:9]: [ -8  -9 -11  -7  -5]
Recon[4:9]:    [ -8  -9 -11  -7  -5]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (GASS Block 1024 (5min)):
Original[4:9]: [-38 -37 -36 -38 -39]
Recon[4:9]:    [-38 -37 -36 -38 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (GASS Block 1024 (5min)):
Original[4:9]: [-38 -40 -38 -35 -40]
Recon[4:9]:    [-38 -40 -38 -35 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (GASS Block 1024 (5min)):
Original[4:9]: [-106 -109 -113 -112 -108]
Recon[4:9]:    [-106 -109 -113 -112 -108]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (GASS Block 1024 (5min)):
Original[4:9]: [ 62  43  19  -7 -25]
Recon[4:9]:    [ 62  43  19  -7 -25]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (GASS Block 1024 (5min)):
Original[4:9]: [12 16 19 19  3]
Recon[4:9]:    [12 16 19 19  3]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (GASS Block 1024 (5min)):
Original[4:9]: [-31 -33 -35 -35 -34]
Recon[4:9]:    [-31 -33 -35 -35 -34]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (GASS Block 1024 (5min)):
Original[4:9]: [ 9 22 37 58 78]
Recon[4:9]:    [ 9 22 37 58 78]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (GASS Block 1024 (5min)):
Original[4:9]: [-53 -55 -47 -47 -43]
Recon[4:9]:    [-53 -55 -47 -47 -43]
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L2 calculation: 0.0

DEBUG Segment 53 (GASS Block 1024 (5min)):
Original[4:9]: [-55 -56 -57 -58 -59]
Recon[4:9]:    [-55 -56 -57 -58 -59]
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L2 calculation: 0.0

DEBUG Segment 54 (GASS Block 1024 (5min)):
Original[4:9]: [-25 -24 -23 -23 -27]
Recon[4:9]:    [-25 -24 -23 -23 -27]
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L2 calculation: 0.0

DEBUG Segment 55 (GASS Block 1024 (5min)):
Original[4:9]: [ -93 -118 -131 -137 -140]
Recon[4:9]:    [ -93 -118 -131 -137 -140]
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L2 calculation: 0.0

DEBUG Segment 56 (GASS Block 1024 (5min)):
Original[4:9]: [-23 -29 -33 -40 -39]
Recon[4:9]:    [-23 -29 -33 -40 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 57 (GASS Block 1024 (5min)):
Original[4:9]: [-20 -17 -14 -13 -15]
Recon[4:9]:    [-20 -17 -14 -13 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 58 (GASS Block 1024 (5min)):
Original[4:9]: [-6  6 20 32 39]
Recon[4:9]:    [-6  6 20 32 39]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 59 (GASS Block 1024 (5min)):
Original[4:9]: [50 55 52 50 48]
Recon[4:9]:    [50 55 52 50 48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 60 (GASS Block 1024 (5min)):
Original[4:9]: [-32 -32 -29 -28 -30]
Recon[4:9]:    [-32 -32 -29 -28 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 61 (GASS Block 1024 (5min)):
Original[4:9]: [-40 -35 -27 -13   4]
Recon[4:9]:    [-40 -35 -27 -13   4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 62 (GASS Block 1024 (5min)):
Original[4:9]: [18 20 14  6 -5]
Recon[4:9]:    [18 20 14  6 -5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 63 (GASS Block 1024 (5min)):
Original[4:9]: [ 4  9  9  1 -9]
Recon[4:9]:    [ 4  9  9  1 -9]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 64 (GASS Block 1024 (5min)):
Original[4:9]: [ -8 -29 -47 -63 -72]
Recon[4:9]:    [ -8 -29 -47 -63 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 65 (GASS Block 1024 (5min)):
Original[4:9]: [-33 -29 -30 -32 -32]
Recon[4:9]:    [-33 -29 -30 -32 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 66 (GASS Block 1024 (5min)):
Original[4:9]: [-75 -76 -77 -72 -68]
Recon[4:9]:    [-75 -76 -77 -72 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 67 (GASS Block 1024 (5min)):
Original[4:9]: [40 43 43 44 47]
Recon[4:9]:    [40 43 43 44 47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 68 (GASS Block 1024 (5min)):
Original[4:9]: [-26 -19 -17 -18 -20]
Recon[4:9]:    [-26 -19 -17 -18 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 69 (GASS Block 1024 (5min)):
Original[4:9]: [45 44 47 51 56]
Recon[4:9]:    [45 44 47 51 56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 70 (GASS Block 1024 (5min)):
Original[4:9]: [-51 -51 -53 -52 -54]
Recon[4:9]:    [-51 -51 -53 -52 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 71 (GASS Block 1024 (5min)):
Original[4:9]: [-103  -97  -97  -94  -97]
Recon[4:9]:    [-103  -97  -97  -94  -97]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 72 (GASS Block 1024 (5min)):
Original[4:9]: [-29 -32 -32 -32 -27]
Recon[4:9]:    [-29 -32 -32 -32 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 73 (GASS Block 1024 (5min)):
Original[4:9]: [-61 -58 -57 -58 -62]
Recon[4:9]:    [-61 -58 -57 -58 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 74 (GASS Block 1024 (5min)):
Original[4:9]: [ -98  -99 -100  -98 -102]
Recon[4:9]:    [ -98  -99 -100  -98 -102]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 75 (GASS Block 1024 (5min)):
Original[4:9]: [-30 -35 -35 -34 -36]
Recon[4:9]:    [-30 -35 -35 -34 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 76 (GASS Block 1024 (5min)):
Original[4:9]: [-40 -37 -34 -36 -36]
Recon[4:9]:    [-40 -37 -34 -36 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 77 (GASS Block 1024 (5min)):
Original[4:9]: [-47 -45 -45 -44 -41]
Recon[4:9]:    [-47 -45 -45 -44 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 78 (GASS Block 1024 (5min)):
Original[4:9]: [-9  6 22 33 49]
Recon[4:9]:    [-9  6 22 33 49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 79 (GASS Block 1024 (5min)):
Original[4:9]: [-35 -27 -19 -16 -17]
Recon[4:9]:    [-35 -27 -19 -16 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 80 (GASS Block 1024 (5min)):
Original[4:9]: [-23 -25 -24 -24 -21]
Recon[4:9]:    [-23 -25 -24 -24 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 81 (GASS Block 1024 (5min)):
Original[4:9]: [-64 -66 -67 -68 -68]
Recon[4:9]:    [-64 -66 -67 -68 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 82 (GASS Block 1024 (5min)):
Original[4:9]: [-72 -69 -63 -66 -65]
Recon[4:9]:    [-72 -69 -63 -66 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 83 (GASS Block 1024 (5min)):
Original[4:9]: [-31 -39 -45 -47 -52]
Recon[4:9]:    [-31 -39 -45 -47 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 84 (GASS Block 1024 (5min)):
Original[4:9]: [-88 -86 -89 -91 -95]
Recon[4:9]:    [-88 -86 -89 -91 -95]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 85 (GASS Block 1024 (5min)):
Original[4:9]: [-61 -57 -49 -45 -43]
Recon[4:9]:    [-61 -57 -49 -45 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 86 (GASS Block 1024 (5min)):
Original[4:9]: [-17 -19 -20 -16 -12]
Recon[4:9]:    [-17 -19 -20 -16 -12]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 87 (GASS Block 1024 (5min)):
Original[4:9]: [-63 -61 -63 -64 -64]
Recon[4:9]:    [-63 -61 -63 -64 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 88 (GASS Block 1024 (5min)):
Original[4:9]: [-49 -48 -43 -43 -49]
Recon[4:9]:    [-49 -48 -43 -43 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 89 (GASS Block 1024 (5min)):
Original[4:9]: [-85 -85 -87 -84 -82]
Recon[4:9]:    [-85 -85 -87 -84 -82]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 90 (GASS Block 1024 (5min)):
Original[4:9]: [-24 -21 -23 -26 -31]
Recon[4:9]:    [-24 -21 -23 -26 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 91 (GASS Block 1024 (5min)):
Original[4:9]: [-68 -67 -66 -63 -61]
Recon[4:9]:    [-68 -67 -66 -63 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 92 (GASS Block 1024 (5min)):
Original[4:9]: [-66 -51 -30  -7  18]
Recon[4:9]:    [-66 -51 -30  -7  18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 93 (GASS Block 1024 (5min)):
Original[4:9]: [-83 -82 -78 -81 -85]
Recon[4:9]:    [-83 -82 -78 -81 -85]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 94 (GASS Block 1024 (5min)):
Original[4:9]: [-62 -65 -62 -58 -55]
Recon[4:9]:    [-62 -65 -62 -58 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 95 (GASS Block 1024 (5min)):
Original[4:9]: [-61 -57 -58 -56 -54]
Recon[4:9]:    [-61 -57 -58 -56 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 96 (GASS Block 1024 (5min)):
Original[4:9]: [-34 -35 -41 -44 -50]
Recon[4:9]:    [-34 -35 -41 -44 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 97 (GASS Block 1024 (5min)):
Original[4:9]: [-68 -64 -62 -59 -58]
Recon[4:9]:    [-68 -64 -62 -59 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 98 (GASS Block 1024 (5min)):
Original[4:9]: [  6  26  49  73 103]
Recon[4:9]:    [  6  26  49  73 103]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 99 (GASS Block 1024 (5min)):
Original[4:9]: [3 6 8 5 0]
Recon[4:9]:    [3 6 8 5 0]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 100 (GASS Block 1024 (5min)):
Original[4:9]: [-71 -74 -75 -71 -69]
Recon[4:9]:    [-71 -74 -75 -71 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 101 (GASS Block 1024 (5min)):
Original[4:9]: [-71 -69 -70 -70 -66]
Recon[4:9]:    [-71 -69 -70 -70 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 102 (GASS Block 1024 (5min)):
Original[4:9]: [-18 -13  -9  -4  -3]
Recon[4:9]:    [-18 -13  -9  -4  -3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 103 (GASS Block 1024 (5min)):
Original[4:9]: [-49 -51 -52 -58 -57]
Recon[4:9]:    [-49 -51 -52 -58 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 104 (GASS Block 1024 (5min)):
Original[4:9]: [-61 -57 -62 -65 -64]
Recon[4:9]:    [-61 -57 -62 -65 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 105 (GASS Block 1024 (5min)):
Original[4:9]: [-16 -16 -13 -12 -11]
Recon[4:9]:    [-16 -16 -13 -12 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- GASS Block 1024 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added GASS results for Block 1024: CR Rice=2.312, CR Huff=2.370, mean L2=8.57239
Best params for LMS Block 2048 (10s): {'order': 4, 'mu': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (LMS Block 2048 (5min)):
Original[4:9]: [-7 -7 -7 -7 -7]
Recon[4:9]:    [-7 -7 -7 -7 -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (LMS Block 2048 (5min)):
Original[4:9]: [ -96 -102 -100  -90  -78]
Recon[4:9]:    [ -96 -102 -100  -90  -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (LMS Block 2048 (5min)):
Original[4:9]: [-39 -34 -28 -31 -30]
Recon[4:9]:    [-39 -34 -28 -31 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (LMS Block 2048 (5min)):
Original[4:9]: [-29 -31 -35 -41 -45]
Recon[4:9]:    [-29 -31 -35 -41 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (LMS Block 2048 (5min)):
Original[4:9]: [97 75 56 35 19]
Recon[4:9]:    [97 75 56 35 19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (LMS Block 2048 (5min)):
Original[4:9]: [-27 -26 -24 -21 -22]
Recon[4:9]:    [-27 -26 -24 -21 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (LMS Block 2048 (5min)):
Original[4:9]: [-50 -46 -44 -46 -46]
Recon[4:9]:    [-50 -46 -44 -46 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (LMS Block 2048 (5min)):
Original[4:9]: [-31 -31 -35 -36 -37]
Recon[4:9]:    [-31 -31 -35 -36 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (LMS Block 2048 (5min)):
Original[4:9]: [-59 -64 -63 -60 -55]
Recon[4:9]:    [-59 -64 -63 -60 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (LMS Block 2048 (5min)):
Original[4:9]: [-47 -45 -43 -43 -46]
Recon[4:9]:    [-47 -45 -43 -43 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (LMS Block 2048 (5min)):
Original[4:9]: [10 14 13 12 10]
Recon[4:9]:    [10 14 13 12 10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (LMS Block 2048 (5min)):
Original[4:9]: [-34 -40 -41 -45 -43]
Recon[4:9]:    [-34 -40 -41 -45 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (LMS Block 2048 (5min)):
Original[4:9]: [20 20 23 29 33]
Recon[4:9]:    [20 20 23 29 33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (LMS Block 2048 (5min)):
Original[4:9]: [-58 -52 -49 -51 -54]
Recon[4:9]:    [-58 -52 -49 -51 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (LMS Block 2048 (5min)):
Original[4:9]: [ 8  9  9 10  8]
Recon[4:9]:    [ 8  9  9 10  8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (LMS Block 2048 (5min)):
Original[4:9]: [-72 -74 -73 -72 -66]
Recon[4:9]:    [-72 -74 -73 -72 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (LMS Block 2048 (5min)):
Original[4:9]: [43 45 48 52 51]
Recon[4:9]:    [43 45 48 52 51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (LMS Block 2048 (5min)):
Original[4:9]: [-102 -102  -99 -101 -106]
Recon[4:9]:    [-102 -102  -99 -101 -106]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (LMS Block 2048 (5min)):
Original[4:9]: [89 71 48 29 12]
Recon[4:9]:    [89 71 48 29 12]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (LMS Block 2048 (5min)):
Original[4:9]: [-153 -156 -158 -155 -152]
Recon[4:9]:    [-153 -156 -158 -155 -152]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (LMS Block 2048 (5min)):
Original[4:9]: [-60 -61 -54 -56 -58]
Recon[4:9]:    [-60 -61 -54 -56 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (LMS Block 2048 (5min)):
Original[4:9]: [-32 -32 -34 -37 -38]
Recon[4:9]:    [-32 -32 -34 -37 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (LMS Block 2048 (5min)):
Original[4:9]: [ -8  -9 -11  -7  -5]
Recon[4:9]:    [ -8  -9 -11  -7  -5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (LMS Block 2048 (5min)):
Original[4:9]: [-38 -40 -38 -35 -40]
Recon[4:9]:    [-38 -40 -38 -35 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (LMS Block 2048 (5min)):
Original[4:9]: [ 62  43  19  -7 -25]
Recon[4:9]:    [ 62  43  19  -7 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (LMS Block 2048 (5min)):
Original[4:9]: [-31 -33 -35 -35 -34]
Recon[4:9]:    [-31 -33 -35 -35 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (LMS Block 2048 (5min)):
Original[4:9]: [-53 -55 -47 -47 -43]
Recon[4:9]:    [-53 -55 -47 -47 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (LMS Block 2048 (5min)):
Original[4:9]: [-25 -24 -23 -23 -27]
Recon[4:9]:    [-25 -24 -23 -23 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (LMS Block 2048 (5min)):
Original[4:9]: [-23 -29 -33 -40 -39]
Recon[4:9]:    [-23 -29 -33 -40 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (LMS Block 2048 (5min)):
Original[4:9]: [-6  6 20 32 39]
Recon[4:9]:    [-6  6 20 32 39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (LMS Block 2048 (5min)):
Original[4:9]: [-32 -32 -29 -28 -30]
Recon[4:9]:    [-32 -32 -29 -28 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (LMS Block 2048 (5min)):
Original[4:9]: [18 20 14  6 -5]
Recon[4:9]:    [18 20 14  6 -5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (LMS Block 2048 (5min)):
Original[4:9]: [ -8 -29 -47 -63 -72]
Recon[4:9]:    [ -8 -29 -47 -63 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (LMS Block 2048 (5min)):
Original[4:9]: [-75 -76 -77 -72 -68]
Recon[4:9]:    [-75 -76 -77 -72 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (LMS Block 2048 (5min)):
Original[4:9]: [-26 -19 -17 -18 -20]
Recon[4:9]:    [-26 -19 -17 -18 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (LMS Block 2048 (5min)):
Original[4:9]: [-51 -51 -53 -52 -54]
Recon[4:9]:    [-51 -51 -53 -52 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (LMS Block 2048 (5min)):
Original[4:9]: [-29 -32 -32 -32 -27]
Recon[4:9]:    [-29 -32 -32 -32 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (LMS Block 2048 (5min)):
Original[4:9]: [ -98  -99 -100  -98 -102]
Recon[4:9]:    [ -98  -99 -100  -98 -102]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (LMS Block 2048 (5min)):
Original[4:9]: [-40 -37 -34 -36 -36]
Recon[4:9]:    [-40 -37 -34 -36 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (LMS Block 2048 (5min)):
Original[4:9]: [-9  6 22 33 49]
Recon[4:9]:    [-9  6 22 33 49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (LMS Block 2048 (5min)):
Original[4:9]: [-23 -25 -24 -24 -21]
Recon[4:9]:    [-23 -25 -24 -24 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (LMS Block 2048 (5min)):
Original[4:9]: [-72 -69 -63 -66 -65]
Recon[4:9]:    [-72 -69 -63 -66 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (LMS Block 2048 (5min)):
Original[4:9]: [-88 -86 -89 -91 -95]
Recon[4:9]:    [-88 -86 -89 -91 -95]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (LMS Block 2048 (5min)):
Original[4:9]: [-17 -19 -20 -16 -12]
Recon[4:9]:    [-17 -19 -20 -16 -12]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (LMS Block 2048 (5min)):
Original[4:9]: [-49 -48 -43 -43 -49]
Recon[4:9]:    [-49 -48 -43 -43 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (LMS Block 2048 (5min)):
Original[4:9]: [-24 -21 -23 -26 -31]
Recon[4:9]:    [-24 -21 -23 -26 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (LMS Block 2048 (5min)):
Original[4:9]: [-66 -51 -30  -7  18]
Recon[4:9]:    [-66 -51 -30  -7  18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (LMS Block 2048 (5min)):
Original[4:9]: [-62 -65 -62 -58 -55]
Recon[4:9]:    [-62 -65 -62 -58 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (LMS Block 2048 (5min)):
Original[4:9]: [-34 -35 -41 -44 -50]
Recon[4:9]:    [-34 -35 -41 -44 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (LMS Block 2048 (5min)):
Original[4:9]: [  6  26  49  73 103]
Recon[4:9]:    [  6  26  49  73 103]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (LMS Block 2048 (5min)):
Original[4:9]: [-71 -74 -75 -71 -69]
Recon[4:9]:    [-71 -74 -75 -71 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (LMS Block 2048 (5min)):
Original[4:9]: [-18 -13  -9  -4  -3]
Recon[4:9]:    [-18 -13  -9  -4  -3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (LMS Block 2048 (5min)):
Original[4:9]: [-61 -57 -62 -65 -64]
Recon[4:9]:    [-61 -57 -62 -65 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- LMS Block 2048 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added LMS results for Block 2048: CR Rice=1.973, CR Huff=2.063, mean L2=14.32026
Best params for NLMS Block 2048 (10s): {'order': 4, 'mu': 0.01} (avg l2-norm=0.00000)

DEBUG Segment 0 (NLMS Block 2048 (5min)):
Original[4:9]: [-7 -7 -7 -7 -7]
Recon[4:9]:    [-7 -7 -7 -7 -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (NLMS Block 2048 (5min)):
Original[4:9]: [ -96 -102 -100  -90  -78]
Recon[4:9]:    [ -96 -102 -100  -90  -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (NLMS Block 2048 (5min)):
Original[4:9]: [-39 -34 -28 -31 -30]
Recon[4:9]:    [-39 -34 -28 -31 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (NLMS Block 2048 (5min)):
Original[4:9]: [-29 -31 -35 -41 -45]
Recon[4:9]:    [-29 -31 -35 -41 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (NLMS Block 2048 (5min)):
Original[4:9]: [97 75 56 35 19]
Recon[4:9]:    [97 75 56 35 19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (NLMS Block 2048 (5min)):
Original[4:9]: [-27 -26 -24 -21 -22]
Recon[4:9]:    [-27 -26 -24 -21 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (NLMS Block 2048 (5min)):
Original[4:9]: [-50 -46 -44 -46 -46]
Recon[4:9]:    [-50 -46 -44 -46 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (NLMS Block 2048 (5min)):
Original[4:9]: [-31 -31 -35 -36 -37]
Recon[4:9]:    [-31 -31 -35 -36 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (NLMS Block 2048 (5min)):
Original[4:9]: [-59 -64 -63 -60 -55]
Recon[4:9]:    [-59 -64 -63 -60 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (NLMS Block 2048 (5min)):
Original[4:9]: [-47 -45 -43 -43 -46]
Recon[4:9]:    [-47 -45 -43 -43 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (NLMS Block 2048 (5min)):
Original[4:9]: [10 14 13 12 10]
Recon[4:9]:    [10 14 13 12 10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (NLMS Block 2048 (5min)):
Original[4:9]: [-34 -40 -41 -45 -43]
Recon[4:9]:    [-34 -40 -41 -45 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (NLMS Block 2048 (5min)):
Original[4:9]: [20 20 23 29 33]
Recon[4:9]:    [20 20 23 29 33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (NLMS Block 2048 (5min)):
Original[4:9]: [-58 -52 -49 -51 -54]
Recon[4:9]:    [-58 -52 -49 -51 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (NLMS Block 2048 (5min)):
Original[4:9]: [ 8  9  9 10  8]
Recon[4:9]:    [ 8  9  9 10  8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (NLMS Block 2048 (5min)):
Original[4:9]: [-72 -74 -73 -72 -66]
Recon[4:9]:    [-72 -74 -73 -72 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (NLMS Block 2048 (5min)):
Original[4:9]: [43 45 48 52 51]
Recon[4:9]:    [43 45 48 52 51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (NLMS Block 2048 (5min)):
Original[4:9]: [-102 -102  -99 -101 -106]
Recon[4:9]:    [-102 -102  -99 -101 -106]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (NLMS Block 2048 (5min)):
Original[4:9]: [89 71 48 29 12]
Recon[4:9]:    [89 71 48 29 12]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (NLMS Block 2048 (5min)):
Original[4:9]: [-153 -156 -158 -155 -152]
Recon[4:9]:    [-153 -156 -158 -155 -152]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (NLMS Block 2048 (5min)):
Original[4:9]: [-60 -61 -54 -56 -58]
Recon[4:9]:    [-60 -61 -54 -56 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (NLMS Block 2048 (5min)):
Original[4:9]: [-32 -32 -34 -37 -38]
Recon[4:9]:    [-32 -32 -34 -37 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (NLMS Block 2048 (5min)):
Original[4:9]: [ -8  -9 -11  -7  -5]
Recon[4:9]:    [ -8  -9 -11  -7  -5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (NLMS Block 2048 (5min)):
Original[4:9]: [-38 -40 -38 -35 -40]
Recon[4:9]:    [-38 -40 -38 -35 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (NLMS Block 2048 (5min)):
Original[4:9]: [ 62  43  19  -7 -25]
Recon[4:9]:    [ 62  43  19  -7 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (NLMS Block 2048 (5min)):
Original[4:9]: [-31 -33 -35 -35 -34]
Recon[4:9]:    [-31 -33 -35 -35 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (NLMS Block 2048 (5min)):
Original[4:9]: [-53 -55 -47 -47 -43]
Recon[4:9]:    [-53 -55 -47 -47 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (NLMS Block 2048 (5min)):
Original[4:9]: [-25 -24 -23 -23 -27]
Recon[4:9]:    [-25 -24 -23 -23 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (NLMS Block 2048 (5min)):
Original[4:9]: [-23 -29 -33 -40 -39]
Recon[4:9]:    [-23 -29 -33 -40 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (NLMS Block 2048 (5min)):
Original[4:9]: [-6  6 20 32 39]
Recon[4:9]:    [-6  6 20 32 39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (NLMS Block 2048 (5min)):
Original[4:9]: [-32 -32 -29 -28 -30]
Recon[4:9]:    [-32 -32 -29 -28 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (NLMS Block 2048 (5min)):
Original[4:9]: [18 20 14  6 -5]
Recon[4:9]:    [18 20 14  6 -5]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (NLMS Block 2048 (5min)):
Original[4:9]: [ -8 -29 -47 -63 -72]
Recon[4:9]:    [ -8 -29 -47 -63 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (NLMS Block 2048 (5min)):
Original[4:9]: [-75 -76 -77 -72 -68]
Recon[4:9]:    [-75 -76 -77 -72 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (NLMS Block 2048 (5min)):
Original[4:9]: [-26 -19 -17 -18 -20]
Recon[4:9]:    [-26 -19 -17 -18 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (NLMS Block 2048 (5min)):
Original[4:9]: [-51 -51 -53 -52 -54]
Recon[4:9]:    [-51 -51 -53 -52 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (NLMS Block 2048 (5min)):
Original[4:9]: [-29 -32 -32 -32 -27]
Recon[4:9]:    [-29 -32 -32 -32 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (NLMS Block 2048 (5min)):
Original[4:9]: [ -98  -99 -100  -98 -102]
Recon[4:9]:    [ -98  -99 -100  -98 -102]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (NLMS Block 2048 (5min)):
Original[4:9]: [-40 -37 -34 -36 -36]
Recon[4:9]:    [-40 -37 -34 -36 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (NLMS Block 2048 (5min)):
Original[4:9]: [-9  6 22 33 49]
Recon[4:9]:    [-9  6 22 33 49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (NLMS Block 2048 (5min)):
Original[4:9]: [-23 -25 -24 -24 -21]
Recon[4:9]:    [-23 -25 -24 -24 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (NLMS Block 2048 (5min)):
Original[4:9]: [-72 -69 -63 -66 -65]
Recon[4:9]:    [-72 -69 -63 -66 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (NLMS Block 2048 (5min)):
Original[4:9]: [-88 -86 -89 -91 -95]
Recon[4:9]:    [-88 -86 -89 -91 -95]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (NLMS Block 2048 (5min)):
Original[4:9]: [-17 -19 -20 -16 -12]
Recon[4:9]:    [-17 -19 -20 -16 -12]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (NLMS Block 2048 (5min)):
Original[4:9]: [-49 -48 -43 -43 -49]
Recon[4:9]:    [-49 -48 -43 -43 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (NLMS Block 2048 (5min)):
Original[4:9]: [-24 -21 -23 -26 -31]
Recon[4:9]:    [-24 -21 -23 -26 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (NLMS Block 2048 (5min)):
Original[4:9]: [-66 -51 -30  -7  18]
Recon[4:9]:    [-66 -51 -30  -7  18]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (NLMS Block 2048 (5min)):
Original[4:9]: [-62 -65 -62 -58 -55]
Recon[4:9]:    [-62 -65 -62 -58 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (NLMS Block 2048 (5min)):
Original[4:9]: [-34 -35 -41 -44 -50]
Recon[4:9]:    [-34 -35 -41 -44 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (NLMS Block 2048 (5min)):
Original[4:9]: [  6  26  49  73 103]
Recon[4:9]:    [  6  26  49  73 103]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (NLMS Block 2048 (5min)):
Original[4:9]: [-71 -74 -75 -71 -69]
Recon[4:9]:    [-71 -74 -75 -71 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (NLMS Block 2048 (5min)):
Original[4:9]: [-18 -13  -9  -4  -3]
Recon[4:9]:    [-18 -13  -9  -4  -3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (NLMS Block 2048 (5min)):
Original[4:9]: [-61 -57 -62 -65 -64]
Recon[4:9]:    [-61 -57 -62 -65 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- NLMS Block 2048 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added NLMS results for Block 2048: CR Rice=2.042, CR Huff=2.119, mean L2=13.26234
Best params for GASS Block 2048 (10s): {'order': 4, 'mu': 1e-07, 'rho': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (GASS Block 2048 (5min)):
Original[4:9]: [-7 -7 -7 -7 -7]
Recon[4:9]:    [-7 -7 -7 -7 -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (GASS Block 2048 (5min)):
Original[4:9]: [ -96 -102 -100  -90  -78]
Recon[4:9]:    [ -96 -102 -100  -90  -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (GASS Block 2048 (5min)):
Original[4:9]: [-39 -34 -28 -31 -30]
Recon[4:9]:    [-39 -34 -28 -31 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (GASS Block 2048 (5min)):
Original[4:9]: [-29 -31 -35 -41 -45]
Recon[4:9]:    [-29 -31 -35 -41 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (GASS Block 2048 (5min)):
Original[4:9]: [97 75 56 35 19]
Recon[4:9]:    [97 75 56 35 19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (GASS Block 2048 (5min)):
Original[4:9]: [-27 -26 -24 -21 -22]
Recon[4:9]:    [-27 -26 -24 -21 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (GASS Block 2048 (5min)):
Original[4:9]: [-50 -46 -44 -46 -46]
Recon[4:9]:    [-50 -46 -44 -46 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (GASS Block 2048 (5min)):
Original[4:9]: [-31 -31 -35 -36 -37]
Recon[4:9]:    [-31 -31 -35 -36 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (GASS Block 2048 (5min)):
Original[4:9]: [-59 -64 -63 -60 -55]
Recon[4:9]:    [-59 -64 -63 -60 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (GASS Block 2048 (5min)):
Original[4:9]: [-47 -45 -43 -43 -46]
Recon[4:9]:    [-47 -45 -43 -43 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (GASS Block 2048 (5min)):
Original[4:9]: [10 14 13 12 10]
Recon[4:9]:    [10 14 13 12 10]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (GASS Block 2048 (5min)):
Original[4:9]: [-34 -40 -41 -45 -43]
Recon[4:9]:    [-34 -40 -41 -45 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (GASS Block 2048 (5min)):
Original[4:9]: [20 20 23 29 33]
Recon[4:9]:    [20 20 23 29 33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (GASS Block 2048 (5min)):
Original[4:9]: [-58 -52 -49 -51 -54]
Recon[4:9]:    [-58 -52 -49 -51 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (GASS Block 2048 (5min)):
Original[4:9]: [ 8  9  9 10  8]
Recon[4:9]:    [ 8  9  9 10  8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (GASS Block 2048 (5min)):
Original[4:9]: [-72 -74 -73 -72 -66]
Recon[4:9]:    [-72 -74 -73 -72 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (GASS Block 2048 (5min)):
Original[4:9]: [43 45 48 52 51]
Recon[4:9]:    [43 45 48 52 51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (GASS Block 2048 (5min)):
Original[4:9]: [-102 -102  -99 -101 -106]
Recon[4:9]:    [-102 -102  -99 -101 -106]
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Error stats: min=0, max=0, mean=0.0
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DEBUG Segment 18 (GASS Block 2048 (5min)):
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DEBUG Segment 19 (GASS Block 2048 (5min)):
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DEBUG Segment 20 (GASS Block 2048 (5min)):
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DEBUG Segment 21 (GASS Block 2048 (5min)):
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DEBUG Segment 22 (GASS Block 2048 (5min)):
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DEBUG Segment 23 (GASS Block 2048 (5min)):
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DEBUG Segment 24 (GASS Block 2048 (5min)):
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DEBUG Segment 25 (GASS Block 2048 (5min)):
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DEBUG Segment 26 (GASS Block 2048 (5min)):
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DEBUG Segment 27 (GASS Block 2048 (5min)):
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DEBUG Segment 28 (GASS Block 2048 (5min)):
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DEBUG Segment 29 (GASS Block 2048 (5min)):
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DEBUG Segment 30 (GASS Block 2048 (5min)):
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DEBUG Segment 31 (GASS Block 2048 (5min)):
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DEBUG Segment 32 (GASS Block 2048 (5min)):
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DEBUG Segment 33 (GASS Block 2048 (5min)):
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DEBUG Segment 34 (GASS Block 2048 (5min)):
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DEBUG Segment 35 (GASS Block 2048 (5min)):
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DEBUG Segment 36 (GASS Block 2048 (5min)):
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DEBUG Segment 37 (GASS Block 2048 (5min)):
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DEBUG Segment 38 (GASS Block 2048 (5min)):
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DEBUG Segment 39 (GASS Block 2048 (5min)):
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DEBUG Segment 40 (GASS Block 2048 (5min)):
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DEBUG Segment 41 (GASS Block 2048 (5min)):
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DEBUG Segment 42 (GASS Block 2048 (5min)):
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DEBUG Segment 43 (GASS Block 2048 (5min)):
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DEBUG Segment 44 (GASS Block 2048 (5min)):
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DEBUG Segment 45 (GASS Block 2048 (5min)):
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DEBUG Segment 46 (GASS Block 2048 (5min)):
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DEBUG Segment 47 (GASS Block 2048 (5min)):
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DEBUG Segment 48 (GASS Block 2048 (5min)):
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DEBUG Segment 49 (GASS Block 2048 (5min)):
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DEBUG Segment 50 (GASS Block 2048 (5min)):
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DEBUG Segment 51 (GASS Block 2048 (5min)):
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DEBUG Segment 52 (GASS Block 2048 (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- GASS Block 2048 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added GASS results for Block 2048: CR Rice=2.382, CR Huff=2.445, mean L2=7.06277
Best params for LMS Elgendi Beats (10s): {'order': 4, 'mu': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 1 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 2 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 3 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 4 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-60 -59 -61 -59 -59]
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L2 calculation: 0.0

DEBUG Segment 5 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 6 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 7 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 8 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-49 -51 -50 -48 -46]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (LMS Elgendi Beats (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 11 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 12 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 13 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-47 -46 -45 -42 -45]
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L2 calculation: 0.0

DEBUG Segment 14 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-62 -62 -63 -65 -64]
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L2 calculation: 0.0

DEBUG Segment 15 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 16 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 17 (LMS Elgendi Beats (5min)):
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DEBUG Segment 18 (LMS Elgendi Beats (5min)):
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DEBUG Segment 19 (LMS Elgendi Beats (5min)):
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DEBUG Segment 20 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-56 -59 -63 -58 -58]
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L2 calculation: 0.0

DEBUG Segment 21 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-44 -43 -39 -39 -41]
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L2 calculation: 0.0

DEBUG Segment 22 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-41 -40 -43 -46 -47]
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L2 calculation: 0.0

DEBUG Segment 23 (LMS Elgendi Beats (5min)):
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DEBUG Segment 24 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 25 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-59 -62 -62 -57 -56]
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DEBUG Segment 26 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-75 -73 -73 -74 -77]
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DEBUG Segment 27 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-45 -46 -48 -51 -51]
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DEBUG Segment 28 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-59 -59 -57 -55 -55]
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L2 calculation: 0.0

DEBUG Segment 29 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-55 -58 -60 -62 -62]
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L2 calculation: 0.0

DEBUG Segment 30 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-53 -50 -43 -46 -47]
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L2 calculation: 0.0

DEBUG Segment 31 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-52 -54 -56 -54 -51]
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L2 calculation: 0.0

DEBUG Segment 32 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-31 -28 -29 -33 -36]
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L2 calculation: 0.0

DEBUG Segment 33 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-21 -21 -24 -25 -24]
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DEBUG Segment 34 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-28 -30 -26 -24 -24]
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DEBUG Segment 35 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-27 -30 -31 -33 -29]
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DEBUG Segment 36 (LMS Elgendi Beats (5min)):
Original[4:9]: [-36 -36 -33 -31 -31]
Recon[4:9]:    [-36 -36 -33 -31 -31]
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L2 calculation: 0.0

DEBUG Segment 37 (LMS Elgendi Beats (5min)):
Original[4:9]: [-36 -39 -37 -39 -39]
Recon[4:9]:    [-36 -39 -37 -39 -39]
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L2 calculation: 0.0

DEBUG Segment 38 (LMS Elgendi Beats (5min)):
Original[4:9]: [-42 -43 -46 -42 -40]
Recon[4:9]:    [-42 -43 -46 -42 -40]
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L2 calculation: 0.0

DEBUG Segment 39 (LMS Elgendi Beats (5min)):
Original[4:9]: [-41 -47 -42 -40 -37]
Recon[4:9]:    [-41 -47 -42 -40 -37]
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L2 calculation: 0.0

DEBUG Segment 40 (LMS Elgendi Beats (5min)):
Original[4:9]: [-31 -26 -24 -25 -26]
Recon[4:9]:    [-31 -26 -24 -25 -26]
Raw difference: [0 0 0 0 0]
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L2 calculation: 0.0

DEBUG Segment 41 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-37 -37 -38 -33 -31]
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L2 calculation: 0.0

DEBUG Segment 42 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-37 -40 -39 -37 -33]
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L2 calculation: 0.0

DEBUG Segment 43 (LMS Elgendi Beats (5min)):
Original[4:9]: [-35 -36 -36 -34 -32]
Recon[4:9]:    [-35 -36 -36 -34 -32]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-38 -34 -33 -34 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (LMS Elgendi Beats (5min)):
Original[4:9]: [-40 -39 -44 -44 -47]
Recon[4:9]:    [-40 -39 -44 -44 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-28 -28 -34 -35 -33]
Raw difference: [0 0 0 0 0]
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L2 calculation: 0.0

DEBUG Segment 47 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-45 -45 -45 -42 -44]
Raw difference: [0 0 0 0 0]
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L2 calculation: 0.0

DEBUG Segment 48 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-60 -61 -59 -57 -55]
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DEBUG Segment 49 (LMS Elgendi Beats (5min)):
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DEBUG Segment 50 (LMS Elgendi Beats (5min)):
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DEBUG Segment 51 (LMS Elgendi Beats (5min)):
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DEBUG Segment 52 (LMS Elgendi Beats (5min)):
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DEBUG Segment 53 (LMS Elgendi Beats (5min)):
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DEBUG Segment 54 (LMS Elgendi Beats (5min)):
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DEBUG Segment 55 (LMS Elgendi Beats (5min)):
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DEBUG Segment 56 (LMS Elgendi Beats (5min)):
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DEBUG Segment 57 (LMS Elgendi Beats (5min)):
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DEBUG Segment 58 (LMS Elgendi Beats (5min)):
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DEBUG Segment 59 (LMS Elgendi Beats (5min)):
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DEBUG Segment 60 (LMS Elgendi Beats (5min)):
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DEBUG Segment 61 (LMS Elgendi Beats (5min)):
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DEBUG Segment 62 (LMS Elgendi Beats (5min)):
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DEBUG Segment 63 (LMS Elgendi Beats (5min)):
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DEBUG Segment 64 (LMS Elgendi Beats (5min)):
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DEBUG Segment 65 (LMS Elgendi Beats (5min)):
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DEBUG Segment 66 (LMS Elgendi Beats (5min)):
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DEBUG Segment 67 (LMS Elgendi Beats (5min)):
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DEBUG Segment 68 (LMS Elgendi Beats (5min)):
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DEBUG Segment 69 (LMS Elgendi Beats (5min)):
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DEBUG Segment 70 (LMS Elgendi Beats (5min)):
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DEBUG Segment 71 (LMS Elgendi Beats (5min)):
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DEBUG Segment 72 (LMS Elgendi Beats (5min)):
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DEBUG Segment 73 (LMS Elgendi Beats (5min)):
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DEBUG Segment 74 (LMS Elgendi Beats (5min)):
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DEBUG Segment 75 (LMS Elgendi Beats (5min)):
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DEBUG Segment 76 (LMS Elgendi Beats (5min)):
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DEBUG Segment 77 (LMS Elgendi Beats (5min)):
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DEBUG Segment 78 (LMS Elgendi Beats (5min)):
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DEBUG Segment 79 (LMS Elgendi Beats (5min)):
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DEBUG Segment 80 (LMS Elgendi Beats (5min)):
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DEBUG Segment 81 (LMS Elgendi Beats (5min)):
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DEBUG Segment 82 (LMS Elgendi Beats (5min)):
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DEBUG Segment 83 (LMS Elgendi Beats (5min)):
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DEBUG Segment 84 (LMS Elgendi Beats (5min)):
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DEBUG Segment 85 (LMS Elgendi Beats (5min)):
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DEBUG Segment 86 (LMS Elgendi Beats (5min)):
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DEBUG Segment 87 (LMS Elgendi Beats (5min)):
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DEBUG Segment 88 (LMS Elgendi Beats (5min)):
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DEBUG Segment 89 (LMS Elgendi Beats (5min)):
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DEBUG Segment 90 (LMS Elgendi Beats (5min)):
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DEBUG Segment 91 (LMS Elgendi Beats (5min)):
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DEBUG Segment 92 (LMS Elgendi Beats (5min)):
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DEBUG Segment 93 (LMS Elgendi Beats (5min)):
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DEBUG Segment 94 (LMS Elgendi Beats (5min)):
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DEBUG Segment 95 (LMS Elgendi Beats (5min)):
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DEBUG Segment 96 (LMS Elgendi Beats (5min)):
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DEBUG Segment 97 (LMS Elgendi Beats (5min)):
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DEBUG Segment 98 (LMS Elgendi Beats (5min)):
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DEBUG Segment 99 (LMS Elgendi Beats (5min)):
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DEBUG Segment 100 (LMS Elgendi Beats (5min)):
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DEBUG Segment 101 (LMS Elgendi Beats (5min)):
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DEBUG Segment 102 (LMS Elgendi Beats (5min)):
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DEBUG Segment 103 (LMS Elgendi Beats (5min)):
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DEBUG Segment 104 (LMS Elgendi Beats (5min)):
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DEBUG Segment 105 (LMS Elgendi Beats (5min)):
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DEBUG Segment 106 (LMS Elgendi Beats (5min)):
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DEBUG Segment 107 (LMS Elgendi Beats (5min)):
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DEBUG Segment 108 (LMS Elgendi Beats (5min)):
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DEBUG Segment 109 (LMS Elgendi Beats (5min)):
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DEBUG Segment 110 (LMS Elgendi Beats (5min)):
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DEBUG Segment 111 (LMS Elgendi Beats (5min)):
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DEBUG Segment 112 (LMS Elgendi Beats (5min)):
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DEBUG Segment 113 (LMS Elgendi Beats (5min)):
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DEBUG Segment 114 (LMS Elgendi Beats (5min)):
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DEBUG Segment 115 (LMS Elgendi Beats (5min)):
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DEBUG Segment 116 (LMS Elgendi Beats (5min)):
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DEBUG Segment 117 (LMS Elgendi Beats (5min)):
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DEBUG Segment 118 (LMS Elgendi Beats (5min)):
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DEBUG Segment 119 (LMS Elgendi Beats (5min)):
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DEBUG Segment 120 (LMS Elgendi Beats (5min)):
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DEBUG Segment 121 (LMS Elgendi Beats (5min)):
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DEBUG Segment 122 (LMS Elgendi Beats (5min)):
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DEBUG Segment 123 (LMS Elgendi Beats (5min)):
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DEBUG Segment 124 (LMS Elgendi Beats (5min)):
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DEBUG Segment 125 (LMS Elgendi Beats (5min)):
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DEBUG Segment 126 (LMS Elgendi Beats (5min)):
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DEBUG Segment 127 (LMS Elgendi Beats (5min)):
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DEBUG Segment 128 (LMS Elgendi Beats (5min)):
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DEBUG Segment 129 (LMS Elgendi Beats (5min)):
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DEBUG Segment 130 (LMS Elgendi Beats (5min)):
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DEBUG Segment 131 (LMS Elgendi Beats (5min)):
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DEBUG Segment 132 (LMS Elgendi Beats (5min)):
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DEBUG Segment 133 (LMS Elgendi Beats (5min)):
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DEBUG Segment 134 (LMS Elgendi Beats (5min)):
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DEBUG Segment 135 (LMS Elgendi Beats (5min)):
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DEBUG Segment 136 (LMS Elgendi Beats (5min)):
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DEBUG Segment 137 (LMS Elgendi Beats (5min)):
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DEBUG Segment 138 (LMS Elgendi Beats (5min)):
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DEBUG Segment 139 (LMS Elgendi Beats (5min)):
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DEBUG Segment 140 (LMS Elgendi Beats (5min)):
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DEBUG Segment 141 (LMS Elgendi Beats (5min)):
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DEBUG Segment 142 (LMS Elgendi Beats (5min)):
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DEBUG Segment 143 (LMS Elgendi Beats (5min)):
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DEBUG Segment 144 (LMS Elgendi Beats (5min)):
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DEBUG Segment 145 (LMS Elgendi Beats (5min)):
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DEBUG Segment 146 (LMS Elgendi Beats (5min)):
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DEBUG Segment 147 (LMS Elgendi Beats (5min)):
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DEBUG Segment 148 (LMS Elgendi Beats (5min)):
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DEBUG Segment 149 (LMS Elgendi Beats (5min)):
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DEBUG Segment 150 (LMS Elgendi Beats (5min)):
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DEBUG Segment 151 (LMS Elgendi Beats (5min)):
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DEBUG Segment 152 (LMS Elgendi Beats (5min)):
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DEBUG Segment 153 (LMS Elgendi Beats (5min)):
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DEBUG Segment 154 (LMS Elgendi Beats (5min)):
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DEBUG Segment 155 (LMS Elgendi Beats (5min)):
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DEBUG Segment 156 (LMS Elgendi Beats (5min)):
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DEBUG Segment 157 (LMS Elgendi Beats (5min)):
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DEBUG Segment 158 (LMS Elgendi Beats (5min)):
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DEBUG Segment 159 (LMS Elgendi Beats (5min)):
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DEBUG Segment 160 (LMS Elgendi Beats (5min)):
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DEBUG Segment 161 (LMS Elgendi Beats (5min)):
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DEBUG Segment 162 (LMS Elgendi Beats (5min)):
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DEBUG Segment 163 (LMS Elgendi Beats (5min)):
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DEBUG Segment 164 (LMS Elgendi Beats (5min)):
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DEBUG Segment 165 (LMS Elgendi Beats (5min)):
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DEBUG Segment 166 (LMS Elgendi Beats (5min)):
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DEBUG Segment 167 (LMS Elgendi Beats (5min)):
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DEBUG Segment 168 (LMS Elgendi Beats (5min)):
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DEBUG Segment 169 (LMS Elgendi Beats (5min)):
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DEBUG Segment 170 (LMS Elgendi Beats (5min)):
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DEBUG Segment 171 (LMS Elgendi Beats (5min)):
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DEBUG Segment 172 (LMS Elgendi Beats (5min)):
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DEBUG Segment 173 (LMS Elgendi Beats (5min)):
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DEBUG Segment 174 (LMS Elgendi Beats (5min)):
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DEBUG Segment 175 (LMS Elgendi Beats (5min)):
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DEBUG Segment 176 (LMS Elgendi Beats (5min)):
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DEBUG Segment 177 (LMS Elgendi Beats (5min)):
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DEBUG Segment 178 (LMS Elgendi Beats (5min)):
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DEBUG Segment 179 (LMS Elgendi Beats (5min)):
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DEBUG Segment 180 (LMS Elgendi Beats (5min)):
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DEBUG Segment 181 (LMS Elgendi Beats (5min)):
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DEBUG Segment 182 (LMS Elgendi Beats (5min)):
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DEBUG Segment 183 (LMS Elgendi Beats (5min)):
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DEBUG Segment 184 (LMS Elgendi Beats (5min)):
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DEBUG Segment 185 (LMS Elgendi Beats (5min)):
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DEBUG Segment 186 (LMS Elgendi Beats (5min)):
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DEBUG Segment 187 (LMS Elgendi Beats (5min)):
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DEBUG Segment 188 (LMS Elgendi Beats (5min)):
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DEBUG Segment 189 (LMS Elgendi Beats (5min)):
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DEBUG Segment 190 (LMS Elgendi Beats (5min)):
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DEBUG Segment 191 (LMS Elgendi Beats (5min)):
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DEBUG Segment 192 (LMS Elgendi Beats (5min)):
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DEBUG Segment 193 (LMS Elgendi Beats (5min)):
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DEBUG Segment 194 (LMS Elgendi Beats (5min)):
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DEBUG Segment 195 (LMS Elgendi Beats (5min)):
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DEBUG Segment 196 (LMS Elgendi Beats (5min)):
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DEBUG Segment 197 (LMS Elgendi Beats (5min)):
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DEBUG Segment 198 (LMS Elgendi Beats (5min)):
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DEBUG Segment 199 (LMS Elgendi Beats (5min)):
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DEBUG Segment 200 (LMS Elgendi Beats (5min)):
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DEBUG Segment 201 (LMS Elgendi Beats (5min)):
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DEBUG Segment 202 (LMS Elgendi Beats (5min)):
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DEBUG Segment 203 (LMS Elgendi Beats (5min)):
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DEBUG Segment 204 (LMS Elgendi Beats (5min)):
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DEBUG Segment 205 (LMS Elgendi Beats (5min)):
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DEBUG Segment 206 (LMS Elgendi Beats (5min)):
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DEBUG Segment 207 (LMS Elgendi Beats (5min)):
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DEBUG Segment 208 (LMS Elgendi Beats (5min)):
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DEBUG Segment 209 (LMS Elgendi Beats (5min)):
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DEBUG Segment 210 (LMS Elgendi Beats (5min)):
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DEBUG Segment 211 (LMS Elgendi Beats (5min)):
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DEBUG Segment 212 (LMS Elgendi Beats (5min)):
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DEBUG Segment 213 (LMS Elgendi Beats (5min)):
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DEBUG Segment 214 (LMS Elgendi Beats (5min)):
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DEBUG Segment 215 (LMS Elgendi Beats (5min)):
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DEBUG Segment 216 (LMS Elgendi Beats (5min)):
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DEBUG Segment 217 (LMS Elgendi Beats (5min)):
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DEBUG Segment 218 (LMS Elgendi Beats (5min)):
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DEBUG Segment 219 (LMS Elgendi Beats (5min)):
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DEBUG Segment 220 (LMS Elgendi Beats (5min)):
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DEBUG Segment 221 (LMS Elgendi Beats (5min)):
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DEBUG Segment 222 (LMS Elgendi Beats (5min)):
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DEBUG Segment 223 (LMS Elgendi Beats (5min)):
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DEBUG Segment 224 (LMS Elgendi Beats (5min)):
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DEBUG Segment 225 (LMS Elgendi Beats (5min)):
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DEBUG Segment 226 (LMS Elgendi Beats (5min)):
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DEBUG Segment 227 (LMS Elgendi Beats (5min)):
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DEBUG Segment 228 (LMS Elgendi Beats (5min)):
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DEBUG Segment 229 (LMS Elgendi Beats (5min)):
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DEBUG Segment 230 (LMS Elgendi Beats (5min)):
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DEBUG Segment 231 (LMS Elgendi Beats (5min)):
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DEBUG Segment 232 (LMS Elgendi Beats (5min)):
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DEBUG Segment 233 (LMS Elgendi Beats (5min)):
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DEBUG Segment 234 (LMS Elgendi Beats (5min)):
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DEBUG Segment 235 (LMS Elgendi Beats (5min)):
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DEBUG Segment 236 (LMS Elgendi Beats (5min)):
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DEBUG Segment 237 (LMS Elgendi Beats (5min)):
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DEBUG Segment 238 (LMS Elgendi Beats (5min)):
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DEBUG Segment 239 (LMS Elgendi Beats (5min)):
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DEBUG Segment 240 (LMS Elgendi Beats (5min)):
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DEBUG Segment 241 (LMS Elgendi Beats (5min)):
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DEBUG Segment 242 (LMS Elgendi Beats (5min)):
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DEBUG Segment 243 (LMS Elgendi Beats (5min)):
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DEBUG Segment 244 (LMS Elgendi Beats (5min)):
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DEBUG Segment 245 (LMS Elgendi Beats (5min)):
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DEBUG Segment 246 (LMS Elgendi Beats (5min)):
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DEBUG Segment 247 (LMS Elgendi Beats (5min)):
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DEBUG Segment 248 (LMS Elgendi Beats (5min)):
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DEBUG Segment 249 (LMS Elgendi Beats (5min)):
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DEBUG Segment 250 (LMS Elgendi Beats (5min)):
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DEBUG Segment 251 (LMS Elgendi Beats (5min)):
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DEBUG Segment 252 (LMS Elgendi Beats (5min)):
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DEBUG Segment 253 (LMS Elgendi Beats (5min)):
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DEBUG Segment 254 (LMS Elgendi Beats (5min)):
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DEBUG Segment 255 (LMS Elgendi Beats (5min)):
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DEBUG Segment 256 (LMS Elgendi Beats (5min)):
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DEBUG Segment 257 (LMS Elgendi Beats (5min)):
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DEBUG Segment 258 (LMS Elgendi Beats (5min)):
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DEBUG Segment 259 (LMS Elgendi Beats (5min)):
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DEBUG Segment 260 (LMS Elgendi Beats (5min)):
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DEBUG Segment 261 (LMS Elgendi Beats (5min)):
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DEBUG Segment 262 (LMS Elgendi Beats (5min)):
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DEBUG Segment 263 (LMS Elgendi Beats (5min)):
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DEBUG Segment 264 (LMS Elgendi Beats (5min)):
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DEBUG Segment 265 (LMS Elgendi Beats (5min)):
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DEBUG Segment 266 (LMS Elgendi Beats (5min)):
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DEBUG Segment 267 (LMS Elgendi Beats (5min)):
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DEBUG Segment 268 (LMS Elgendi Beats (5min)):
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DEBUG Segment 269 (LMS Elgendi Beats (5min)):
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DEBUG Segment 270 (LMS Elgendi Beats (5min)):
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DEBUG Segment 271 (LMS Elgendi Beats (5min)):
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DEBUG Segment 272 (LMS Elgendi Beats (5min)):
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DEBUG Segment 273 (LMS Elgendi Beats (5min)):
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DEBUG Segment 274 (LMS Elgendi Beats (5min)):
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DEBUG Segment 275 (LMS Elgendi Beats (5min)):
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DEBUG Segment 276 (LMS Elgendi Beats (5min)):
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DEBUG Segment 277 (LMS Elgendi Beats (5min)):
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DEBUG Segment 278 (LMS Elgendi Beats (5min)):
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DEBUG Segment 279 (LMS Elgendi Beats (5min)):
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DEBUG Segment 280 (LMS Elgendi Beats (5min)):
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DEBUG Segment 281 (LMS Elgendi Beats (5min)):
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DEBUG Segment 282 (LMS Elgendi Beats (5min)):
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DEBUG Segment 283 (LMS Elgendi Beats (5min)):
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DEBUG Segment 284 (LMS Elgendi Beats (5min)):
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DEBUG Segment 285 (LMS Elgendi Beats (5min)):
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DEBUG Segment 286 (LMS Elgendi Beats (5min)):
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DEBUG Segment 287 (LMS Elgendi Beats (5min)):
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DEBUG Segment 288 (LMS Elgendi Beats (5min)):
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DEBUG Segment 289 (LMS Elgendi Beats (5min)):
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DEBUG Segment 290 (LMS Elgendi Beats (5min)):
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DEBUG Segment 291 (LMS Elgendi Beats (5min)):
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DEBUG Segment 292 (LMS Elgendi Beats (5min)):
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DEBUG Segment 293 (LMS Elgendi Beats (5min)):
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DEBUG Segment 294 (LMS Elgendi Beats (5min)):
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DEBUG Segment 295 (LMS Elgendi Beats (5min)):
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DEBUG Segment 296 (LMS Elgendi Beats (5min)):
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DEBUG Segment 297 (LMS Elgendi Beats (5min)):
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DEBUG Segment 298 (LMS Elgendi Beats (5min)):
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DEBUG Segment 299 (LMS Elgendi Beats (5min)):
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DEBUG Segment 300 (LMS Elgendi Beats (5min)):
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DEBUG Segment 301 (LMS Elgendi Beats (5min)):
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DEBUG Segment 302 (LMS Elgendi Beats (5min)):
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DEBUG Segment 303 (LMS Elgendi Beats (5min)):
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DEBUG Segment 304 (LMS Elgendi Beats (5min)):
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DEBUG Segment 305 (LMS Elgendi Beats (5min)):
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DEBUG Segment 306 (LMS Elgendi Beats (5min)):
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DEBUG Segment 307 (LMS Elgendi Beats (5min)):
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DEBUG Segment 308 (LMS Elgendi Beats (5min)):
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DEBUG Segment 309 (LMS Elgendi Beats (5min)):
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DEBUG Segment 310 (LMS Elgendi Beats (5min)):
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DEBUG Segment 311 (LMS Elgendi Beats (5min)):
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DEBUG Segment 312 (LMS Elgendi Beats (5min)):
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DEBUG Segment 313 (LMS Elgendi Beats (5min)):
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DEBUG Segment 314 (LMS Elgendi Beats (5min)):
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DEBUG Segment 315 (LMS Elgendi Beats (5min)):
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DEBUG Segment 316 (LMS Elgendi Beats (5min)):
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DEBUG Segment 317 (LMS Elgendi Beats (5min)):
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DEBUG Segment 318 (LMS Elgendi Beats (5min)):
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DEBUG Segment 319 (LMS Elgendi Beats (5min)):
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DEBUG Segment 320 (LMS Elgendi Beats (5min)):
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DEBUG Segment 321 (LMS Elgendi Beats (5min)):
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DEBUG Segment 322 (LMS Elgendi Beats (5min)):
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DEBUG Segment 323 (LMS Elgendi Beats (5min)):
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DEBUG Segment 324 (LMS Elgendi Beats (5min)):
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DEBUG Segment 325 (LMS Elgendi Beats (5min)):
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DEBUG Segment 326 (LMS Elgendi Beats (5min)):
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DEBUG Segment 327 (LMS Elgendi Beats (5min)):
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DEBUG Segment 328 (LMS Elgendi Beats (5min)):
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DEBUG Segment 329 (LMS Elgendi Beats (5min)):
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DEBUG Segment 330 (LMS Elgendi Beats (5min)):
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DEBUG Segment 331 (LMS Elgendi Beats (5min)):
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DEBUG Segment 332 (LMS Elgendi Beats (5min)):
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DEBUG Segment 333 (LMS Elgendi Beats (5min)):
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DEBUG Segment 334 (LMS Elgendi Beats (5min)):
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DEBUG Segment 335 (LMS Elgendi Beats (5min)):
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DEBUG Segment 336 (LMS Elgendi Beats (5min)):
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DEBUG Segment 337 (LMS Elgendi Beats (5min)):
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DEBUG Segment 338 (LMS Elgendi Beats (5min)):
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DEBUG Segment 339 (LMS Elgendi Beats (5min)):
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DEBUG Segment 340 (LMS Elgendi Beats (5min)):
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DEBUG Segment 341 (LMS Elgendi Beats (5min)):
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DEBUG Segment 342 (LMS Elgendi Beats (5min)):
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DEBUG Segment 343 (LMS Elgendi Beats (5min)):
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DEBUG Segment 344 (LMS Elgendi Beats (5min)):
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DEBUG Segment 345 (LMS Elgendi Beats (5min)):
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DEBUG Segment 346 (LMS Elgendi Beats (5min)):
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DEBUG Segment 347 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0
---- LMS Elgendi Beats (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added LMS results for Elgendi Beats: CR Rice=1.654, CR Huff=1.728, mean L2=24.14378
Best params for NLMS Elgendi Beats (10s): {'order': 4, 'mu': 0.01} (avg l2-norm=0.00000)

DEBUG Segment 0 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 1 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 2 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 3 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 4 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 5 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 6 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 7 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 8 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 9 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 10 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 11 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 12 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 13 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 14 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 15 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 16 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 17 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 18 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 19 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 20 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 21 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 22 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 23 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 24 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 25 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 26 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 27 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 28 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 29 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 30 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 31 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 32 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 33 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 34 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 35 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 36 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 37 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 38 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 39 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 40 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 41 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 42 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 43 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 44 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 45 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 46 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 47 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 48 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 49 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 50 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 51 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 52 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 53 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 54 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 55 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 56 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 57 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 58 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 59 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 60 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 61 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 62 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 63 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 64 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 65 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 66 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 67 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 68 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 69 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 70 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 71 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 72 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 73 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 74 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 75 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 76 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 77 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 78 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 79 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 80 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 81 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 82 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 83 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 84 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 85 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 86 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 87 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 88 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 89 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 90 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 91 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 92 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 93 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 94 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 95 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 96 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 97 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 98 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 99 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 100 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 101 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 102 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 103 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 104 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 105 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 106 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 107 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 108 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 109 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 110 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 111 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 112 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 113 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 114 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 115 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 116 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 117 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 118 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 119 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 120 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 121 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 122 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 123 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 124 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 125 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 126 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 127 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 128 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 129 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 130 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 131 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 132 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 133 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 134 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 135 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 136 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 137 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 138 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 139 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 140 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 141 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 142 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 143 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 144 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 145 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 146 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 147 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 148 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 149 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 150 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 151 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 152 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 153 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 154 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 155 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 156 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 157 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 158 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 159 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 160 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 161 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 162 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 163 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 164 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 165 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 166 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 167 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 168 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 169 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 170 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 171 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 172 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 173 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 174 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 175 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 176 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 177 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 178 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 179 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 180 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 181 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 182 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 183 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 184 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 185 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 186 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 187 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 188 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 189 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 190 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 191 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 192 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 193 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 194 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 195 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 196 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 197 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 198 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 199 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 200 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 201 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 202 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 203 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 204 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 205 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 206 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 207 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 208 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 209 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 210 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 211 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 212 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 213 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 214 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 215 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 216 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 217 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 218 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 219 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 220 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 221 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 222 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 223 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 224 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 225 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 226 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 227 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 228 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 229 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 230 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 231 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 232 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 233 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 234 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 235 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 236 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 237 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 238 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 239 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 240 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 241 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 242 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 243 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 244 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 245 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 246 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 247 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 248 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 249 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 250 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 251 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 252 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 253 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 254 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 255 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 256 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 257 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 258 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 259 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 260 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 261 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 262 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 263 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 264 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 265 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 266 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 267 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 268 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 269 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 270 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 271 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 272 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 273 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 274 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 275 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 276 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 277 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 278 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 279 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 280 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 281 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 282 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 283 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 284 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 285 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 286 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 287 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 288 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 289 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 290 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 291 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 292 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 293 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 294 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 295 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 296 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 297 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 298 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 299 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 300 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 301 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 302 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 303 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 304 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 305 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 306 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 307 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 308 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 309 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 310 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 311 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 312 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 313 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 314 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 315 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 316 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 317 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 318 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 319 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 320 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 321 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 322 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 323 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 324 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 325 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 326 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 327 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 328 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 329 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 330 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 331 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 332 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 333 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 334 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 335 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 336 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 337 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 338 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 339 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 340 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 341 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 342 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 343 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 344 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 345 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 346 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 347 (NLMS Elgendi Beats (5min)):
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---- NLMS Elgendi Beats (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added NLMS results for Elgendi Beats: CR Rice=1.630, CR Huff=1.706, mean L2=25.19802
Best params for GASS Elgendi Beats (10s): {'order': 4, 'mu': 1e-07, 'rho': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (GASS Elgendi Beats (5min)):
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DEBUG Segment 1 (GASS Elgendi Beats (5min)):
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DEBUG Segment 2 (GASS Elgendi Beats (5min)):
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DEBUG Segment 3 (GASS Elgendi Beats (5min)):
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DEBUG Segment 4 (GASS Elgendi Beats (5min)):
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DEBUG Segment 5 (GASS Elgendi Beats (5min)):
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DEBUG Segment 6 (GASS Elgendi Beats (5min)):
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DEBUG Segment 7 (GASS Elgendi Beats (5min)):
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DEBUG Segment 8 (GASS Elgendi Beats (5min)):
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DEBUG Segment 9 (GASS Elgendi Beats (5min)):
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DEBUG Segment 10 (GASS Elgendi Beats (5min)):
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DEBUG Segment 11 (GASS Elgendi Beats (5min)):
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DEBUG Segment 12 (GASS Elgendi Beats (5min)):
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DEBUG Segment 13 (GASS Elgendi Beats (5min)):
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DEBUG Segment 14 (GASS Elgendi Beats (5min)):
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DEBUG Segment 15 (GASS Elgendi Beats (5min)):
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DEBUG Segment 16 (GASS Elgendi Beats (5min)):
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DEBUG Segment 17 (GASS Elgendi Beats (5min)):
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DEBUG Segment 18 (GASS Elgendi Beats (5min)):
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DEBUG Segment 19 (GASS Elgendi Beats (5min)):
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DEBUG Segment 20 (GASS Elgendi Beats (5min)):
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DEBUG Segment 21 (GASS Elgendi Beats (5min)):
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DEBUG Segment 22 (GASS Elgendi Beats (5min)):
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DEBUG Segment 23 (GASS Elgendi Beats (5min)):
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DEBUG Segment 276 (GASS Elgendi Beats (5min)):
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DEBUG Segment 277 (GASS Elgendi Beats (5min)):
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DEBUG Segment 278 (GASS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 279 (GASS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 280 (GASS Elgendi Beats (5min)):
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DEBUG Segment 281 (GASS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 282 (GASS Elgendi Beats (5min)):
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DEBUG Segment 283 (GASS Elgendi Beats (5min)):
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DEBUG Segment 284 (GASS Elgendi Beats (5min)):
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DEBUG Segment 285 (GASS Elgendi Beats (5min)):
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DEBUG Segment 286 (GASS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 287 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-71 -71 -68 -66 -67]
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L2 calculation: 0.0

DEBUG Segment 288 (GASS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 289 (GASS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 290 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-51 -53 -54 -56 -54]
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L2 calculation: 0.0

DEBUG Segment 291 (GASS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 292 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-51 -50 -51 -50 -55]
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L2 calculation: 0.0

DEBUG Segment 293 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-64 -66 -66 -64 -64]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 294 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-83 -86 -86 -90 -91]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 295 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-35 -37 -42 -40 -40]
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L2 calculation: 0.0

DEBUG Segment 296 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-67 -67 -66 -64 -65]
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L2 calculation: 0.0

DEBUG Segment 297 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-45 -39 -38 -38 -41]
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L2 calculation: 0.0

DEBUG Segment 298 (GASS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 299 (GASS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 300 (GASS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 301 (GASS Elgendi Beats (5min)):
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DEBUG Segment 302 (GASS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 303 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-72 -74 -77 -78 -73]
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L2 calculation: 0.0

DEBUG Segment 304 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-40 -36 -35 -34 -39]
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L2 calculation: 0.0

DEBUG Segment 305 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-59 -59 -60 -55 -57]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 306 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-92 -94 -96 -96 -97]
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L2 calculation: 0.0

DEBUG Segment 307 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-76 -72 -74 -77 -79]
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L2 calculation: 0.0

DEBUG Segment 308 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-65 -65 -63 -63 -65]
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L2 calculation: 0.0

DEBUG Segment 309 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-59 -58 -59 -58 -62]
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L2 calculation: 0.0

DEBUG Segment 310 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-63 -67 -65 -65 -60]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 311 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-66 -68 -64 -64 -67]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 312 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-58 -59 -54 -57 -58]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 313 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-40 -39 -39 -36 -41]
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L2 calculation: 0.0

DEBUG Segment 314 (GASS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 315 (GASS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 316 (GASS Elgendi Beats (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 317 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-81 -78 -77 -77 -75]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 318 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-54 -50 -48 -45 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 319 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-47 -46 -45 -45 -47]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 320 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-67 -69 -68 -70 -67]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 321 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-50 -47 -44 -45 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 322 (GASS Elgendi Beats (5min)):
Original[4:9]: [-16 -18 -22 -23 -23]
Recon[4:9]:    [-16 -18 -22 -23 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 323 (GASS Elgendi Beats (5min)):
Original[4:9]: [-50 -48 -46 -45 -49]
Recon[4:9]:    [-50 -48 -46 -45 -49]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 324 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-61 -56 -53 -54 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 325 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-102 -101  -97 -102 -106]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 326 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-46 -48 -50 -49 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 327 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-101 -105 -105 -105 -101]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 328 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-28 -30 -31 -32 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 329 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-45 -48 -48 -53 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 330 (GASS Elgendi Beats (5min)):
Original[4:9]: [-65 -62 -61 -59 -58]
Recon[4:9]:    [-65 -62 -61 -59 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 331 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-82 -81 -86 -91 -93]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 332 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-125 -126 -124 -126 -127]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 333 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-75 -73 -73 -69 -70]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 334 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-63 -67 -67 -62 -60]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 335 (GASS Elgendi Beats (5min)):
Original[4:9]: [-53 -54 -52 -54 -56]
Recon[4:9]:    [-53 -54 -52 -54 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 336 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-45 -43 -42 -45 -46]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 337 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-41 -45 -48 -56 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 338 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-60 -61 -66 -71 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 339 (GASS Elgendi Beats (5min)):
Original[4:9]: [-29 -27 -27 -28 -27]
Recon[4:9]:    [-29 -27 -27 -28 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 340 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-52 -50 -48 -49 -51]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 341 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-121 -117 -116 -117 -120]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 342 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-42 -42 -40 -38 -39]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 343 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-30 -29 -27 -31 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 344 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-11 -10 -13 -14 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 345 (GASS Elgendi Beats (5min)):
Original[4:9]: [-37 -41 -47 -48 -46]
Recon[4:9]:    [-37 -41 -47 -48 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 346 (GASS Elgendi Beats (5min)):
Original[4:9]: [-13 -11  -6  -7  -7]
Recon[4:9]:    [-13 -11  -6  -7  -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 347 (GASS Elgendi Beats (5min)):
Original[4:9]: [-21 -20 -21 -24 -24]
Recon[4:9]:    [-21 -20 -21 -24 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- GASS Elgendi Beats (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added GASS results for Elgendi Beats: CR Rice=2.070, CR Huff=2.148, mean L2=12.82968
Best params for LMS Hamilton Beats (10s): {'order': 4, 'mu': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (LMS Hamilton Beats (5min)):
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Recon[4:9]:    [-7 -7 -7 -7 -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (LMS Hamilton Beats (5min)):
Original[4:9]: [-44 -45 -49 -52 -51]
Recon[4:9]:    [-44 -45 -49 -52 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (LMS Hamilton Beats (5min)):
Original[4:9]: [-39 -39 -40 -36 -34]
Recon[4:9]:    [-39 -39 -40 -36 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (LMS Hamilton Beats (5min)):
Original[4:9]: [-39 -36 -31 -30 -32]
Recon[4:9]:    [-39 -36 -31 -30 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -56 -60 -59 -61]
Recon[4:9]:    [-56 -56 -60 -59 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (LMS Hamilton Beats (5min)):
Original[4:9]: [-26 -26 -27 -29 -29]
Recon[4:9]:    [-26 -26 -27 -29 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (LMS Hamilton Beats (5min)):
Original[4:9]: [-33 -31 -28 -28 -34]
Recon[4:9]:    [-33 -31 -28 -28 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (LMS Hamilton Beats (5min)):
Original[4:9]: [-41 -43 -45 -43 -42]
Recon[4:9]:    [-41 -43 -45 -43 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (LMS Hamilton Beats (5min)):
Original[4:9]: [-47 -49 -51 -50 -48]
Recon[4:9]:    [-47 -49 -51 -50 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (LMS Hamilton Beats (5min)):
Original[4:9]: [-31 -31 -26 -24 -25]
Recon[4:9]:    [-31 -31 -26 -24 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (LMS Hamilton Beats (5min)):
Original[4:9]: [-40 -36 -35 -37 -38]
Recon[4:9]:    [-40 -36 -35 -37 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (LMS Hamilton Beats (5min)):
Original[4:9]: [-62 -64 -64 -66 -65]
Recon[4:9]:    [-62 -64 -64 -66 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (LMS Hamilton Beats (5min)):
Original[4:9]: [-33 -36 -37 -38 -41]
Recon[4:9]:    [-33 -36 -37 -38 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (LMS Hamilton Beats (5min)):
Original[4:9]: [-48 -47 -46 -45 -42]
Recon[4:9]:    [-48 -47 -46 -45 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (LMS Hamilton Beats (5min)):
Original[4:9]: [-61 -62 -62 -63 -65]
Recon[4:9]:    [-61 -62 -62 -63 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (LMS Hamilton Beats (5min)):
Original[4:9]: [-73 -73 -75 -75 -72]
Recon[4:9]:    [-73 -73 -75 -75 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -56 -50 -50 -55]
Recon[4:9]:    [-56 -56 -50 -50 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (LMS Hamilton Beats (5min)):
Original[4:9]: [-48 -53 -53 -53 -49]
Recon[4:9]:    [-48 -53 -53 -53 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (LMS Hamilton Beats (5min)):
Original[4:9]: [-51 -53 -54 -54 -52]
Recon[4:9]:    [-51 -53 -54 -54 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (LMS Hamilton Beats (5min)):
Original[4:9]: [-53 -53 -54 -52 -52]
Recon[4:9]:    [-53 -53 -54 -52 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (LMS Hamilton Beats (5min)):
Original[4:9]: [-55 -53 -56 -59 -63]
Recon[4:9]:    [-55 -53 -56 -59 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (LMS Hamilton Beats (5min)):
Original[4:9]: [-42 -44 -44 -43 -39]
Recon[4:9]:    [-42 -44 -44 -43 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (LMS Hamilton Beats (5min)):
Original[4:9]: [-46 -49 -41 -40 -43]
Recon[4:9]:    [-46 -49 -41 -40 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (LMS Hamilton Beats (5min)):
Original[4:9]: [-51 -52 -49 -48 -48]
Recon[4:9]:    [-51 -52 -49 -48 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (LMS Hamilton Beats (5min)):
Original[4:9]: [-58 -62 -63 -61 -58]
Recon[4:9]:    [-58 -62 -63 -61 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (LMS Hamilton Beats (5min)):
Original[4:9]: [-58 -59 -62 -62 -57]
Recon[4:9]:    [-58 -59 -62 -62 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (LMS Hamilton Beats (5min)):
Original[4:9]: [-74 -75 -73 -73 -74]
Recon[4:9]:    [-74 -75 -73 -73 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (LMS Hamilton Beats (5min)):
Original[4:9]: [-48 -45 -46 -48 -51]
Recon[4:9]:    [-48 -45 -46 -48 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -59 -59 -57 -55]
Recon[4:9]:    [-57 -59 -59 -57 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (LMS Hamilton Beats (5min)):
Original[4:9]: [-62 -55 -58 -60 -62]
Recon[4:9]:    [-62 -55 -58 -60 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (LMS Hamilton Beats (5min)):
Original[4:9]: [-49 -53 -50 -43 -46]
Recon[4:9]:    [-49 -53 -50 -43 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (LMS Hamilton Beats (5min)):
Original[4:9]: [-54 -49 -52 -54 -56]
Recon[4:9]:    [-54 -49 -52 -54 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (LMS Hamilton Beats (5min)):
Original[4:9]: [-32 -32 -34 -31 -28]
Recon[4:9]:    [-32 -32 -34 -31 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (LMS Hamilton Beats (5min)):
Original[4:9]: [-21 -17 -21 -21 -24]
Recon[4:9]:    [-21 -17 -21 -21 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (LMS Hamilton Beats (5min)):
Original[4:9]: [-25 -23 -28 -30 -26]
Recon[4:9]:    [-25 -23 -28 -30 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (LMS Hamilton Beats (5min)):
Original[4:9]: [-30 -25 -27 -30 -31]
Recon[4:9]:    [-30 -25 -27 -30 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (LMS Hamilton Beats (5min)):
Original[4:9]: [-33 -36 -36 -33 -31]
Recon[4:9]:    [-33 -36 -36 -33 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (LMS Hamilton Beats (5min)):
Original[4:9]: [-34 -36 -39 -37 -39]
Recon[4:9]:    [-34 -36 -39 -37 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (LMS Hamilton Beats (5min)):
Original[4:9]: [-40 -42 -43 -46 -42]
Recon[4:9]:    [-40 -42 -43 -46 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (LMS Hamilton Beats (5min)):
Original[4:9]: [-36 -41 -47 -42 -40]
Recon[4:9]:    [-36 -41 -47 -42 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (LMS Hamilton Beats (5min)):
Original[4:9]: [-28 -31 -26 -24 -25]
Recon[4:9]:    [-28 -31 -26 -24 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (LMS Hamilton Beats (5min)):
Original[4:9]: [-33 -37 -37 -38 -33]
Recon[4:9]:    [-33 -37 -37 -38 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (LMS Hamilton Beats (5min)):
Original[4:9]: [-36 -37 -40 -39 -37]
Recon[4:9]:    [-36 -37 -40 -39 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (LMS Hamilton Beats (5min)):
Original[4:9]: [-32 -35 -36 -36 -34]
Recon[4:9]:    [-32 -35 -36 -36 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (LMS Hamilton Beats (5min)):
Original[4:9]: [-33 -39 -38 -34 -33]
Recon[4:9]:    [-33 -39 -38 -34 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (LMS Hamilton Beats (5min)):
Original[4:9]: [-43 -42 -40 -39 -44]
Recon[4:9]:    [-43 -42 -40 -39 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (LMS Hamilton Beats (5min)):
Original[4:9]: [-33 -29 -28 -28 -34]
Recon[4:9]:    [-33 -29 -28 -28 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (LMS Hamilton Beats (5min)):
Original[4:9]: [-44 -45 -45 -45 -42]
Recon[4:9]:    [-44 -45 -45 -45 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -56 -60 -61 -59]
Recon[4:9]:    [-59 -56 -60 -61 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (LMS Hamilton Beats (5min)):
Original[4:9]: [-27 -28 -24 -21 -23]
Recon[4:9]:    [-27 -28 -24 -21 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (LMS Hamilton Beats (5min)):
Original[4:9]: [-53 -51 -49 -48 -51]
Recon[4:9]:    [-53 -51 -49 -48 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (LMS Hamilton Beats (5min)):
Original[4:9]: [-50 -52 -50 -49 -45]
Recon[4:9]:    [-50 -52 -50 -49 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (LMS Hamilton Beats (5min)):
Original[4:9]: [-23 -24 -22 -27 -27]
Recon[4:9]:    [-23 -24 -22 -27 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 53 (LMS Hamilton Beats (5min)):
Original[4:9]: [-47 -51 -50 -47 -44]
Recon[4:9]:    [-47 -51 -50 -47 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 54 (LMS Hamilton Beats (5min)):
Original[4:9]: [-42 -43 -39 -37 -38]
Recon[4:9]:    [-42 -43 -39 -37 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 55 (LMS Hamilton Beats (5min)):
Original[4:9]: [-77 -81 -79 -76 -76]
Recon[4:9]:    [-77 -81 -79 -76 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 56 (LMS Hamilton Beats (5min)):
Original[4:9]: [-63 -59 -54 -53 -57]
Recon[4:9]:    [-63 -59 -54 -53 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 57 (LMS Hamilton Beats (5min)):
Original[4:9]: [-52 -50 -50 -49 -52]
Recon[4:9]:    [-52 -50 -50 -49 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 58 (LMS Hamilton Beats (5min)):
Original[4:9]: [-67 -69 -70 -67 -64]
Recon[4:9]:    [-67 -69 -70 -67 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 59 (LMS Hamilton Beats (5min)):
Original[4:9]: [-40 -37 -39 -39 -40]
Recon[4:9]:    [-40 -37 -39 -39 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 60 (LMS Hamilton Beats (5min)):
Original[4:9]: [-38 -36 -33 -36 -38]
Recon[4:9]:    [-38 -36 -33 -36 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 61 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -60 -61 -66 -65]
Recon[4:9]:    [-59 -60 -61 -66 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 62 (LMS Hamilton Beats (5min)):
Original[4:9]: [-23 -25 -25 -20 -16]
Recon[4:9]:    [-23 -25 -25 -20 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 63 (LMS Hamilton Beats (5min)):
Original[4:9]: [19 22 20 18 16]
Recon[4:9]:    [19 22 20 18 16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 64 (LMS Hamilton Beats (5min)):
Original[4:9]: [27 29 30 35 32]
Recon[4:9]:    [27 29 30 35 32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 65 (LMS Hamilton Beats (5min)):
Original[4:9]: [-10 -12 -14  -9  -8]
Recon[4:9]:    [-10 -12 -14  -9  -8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 66 (LMS Hamilton Beats (5min)):
Original[4:9]: [-94 -94 -92 -89 -93]
Recon[4:9]:    [-94 -94 -92 -89 -93]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 67 (LMS Hamilton Beats (5min)):
Original[4:9]: [-85 -81 -79 -77 -80]
Recon[4:9]:    [-85 -81 -79 -77 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 68 (LMS Hamilton Beats (5min)):
Original[4:9]: [-127 -129 -131 -134 -134]
Recon[4:9]:    [-127 -129 -131 -134 -134]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 69 (LMS Hamilton Beats (5min)):
Original[4:9]: [-91 -88 -86 -87 -90]
Recon[4:9]:    [-91 -88 -86 -87 -90]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 70 (LMS Hamilton Beats (5min)):
Original[4:9]: [-75 -73 -76 -74 -72]
Recon[4:9]:    [-75 -73 -76 -74 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 71 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -56 -56 -60 -62]
Recon[4:9]:    [-57 -56 -56 -60 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 72 (LMS Hamilton Beats (5min)):
Original[4:9]: [-46 -44 -47 -49 -48]
Recon[4:9]:    [-46 -44 -47 -49 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 73 (LMS Hamilton Beats (5min)):
Original[4:9]: [-33 -32 -27 -30 -30]
Recon[4:9]:    [-33 -32 -27 -30 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 74 (LMS Hamilton Beats (5min)):
Original[4:9]: [-35 -32 -30 -33 -35]
Recon[4:9]:    [-35 -32 -30 -33 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 75 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -5  -6  -6  -9 -11]
Recon[4:9]:    [ -5  -6  -6  -9 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 76 (LMS Hamilton Beats (5min)):
Original[4:9]: [-18 -17 -15 -16 -20]
Recon[4:9]:    [-18 -17 -15 -16 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 77 (LMS Hamilton Beats (5min)):
Original[4:9]: [-10 -13 -17 -16 -17]
Recon[4:9]:    [-10 -13 -17 -16 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 78 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -6  -8 -10  -6  -3]
Recon[4:9]:    [ -6  -8 -10  -6  -3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 79 (LMS Hamilton Beats (5min)):
Original[4:9]: [-19 -20 -24 -28 -25]
Recon[4:9]:    [-19 -20 -24 -28 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 80 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -59 -63 -63 -63]
Recon[4:9]:    [-59 -59 -63 -63 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 81 (LMS Hamilton Beats (5min)):
Original[4:9]: [-21 -19 -25 -27 -26]
Recon[4:9]:    [-21 -19 -25 -27 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 82 (LMS Hamilton Beats (5min)):
Original[4:9]: [-27 -29 -25 -23 -24]
Recon[4:9]:    [-27 -29 -25 -23 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 83 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -58 -59 -58 -52]
Recon[4:9]:    [-59 -58 -59 -58 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 84 (LMS Hamilton Beats (5min)):
Original[4:9]: [-71 -67 -65 -65 -70]
Recon[4:9]:    [-71 -67 -65 -65 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 85 (LMS Hamilton Beats (5min)):
Original[4:9]: [-40 -40 -43 -41 -40]
Recon[4:9]:    [-40 -40 -43 -41 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 86 (LMS Hamilton Beats (5min)):
Original[4:9]: [-45 -45 -48 -44 -42]
Recon[4:9]:    [-45 -45 -48 -44 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 87 (LMS Hamilton Beats (5min)):
Original[4:9]: [-63 -67 -67 -67 -65]
Recon[4:9]:    [-63 -67 -67 -67 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 88 (LMS Hamilton Beats (5min)):
Original[4:9]: [-14 -11 -10 -14 -13]
Recon[4:9]:    [-14 -11 -10 -14 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 89 (LMS Hamilton Beats (5min)):
Original[4:9]: [13  9  5 -2  1]
Recon[4:9]:    [13  9  5 -2  1]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 90 (LMS Hamilton Beats (5min)):
Original[4:9]: [4 1 0 3 4]
Recon[4:9]:    [4 1 0 3 4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 91 (LMS Hamilton Beats (5min)):
Original[4:9]: [-4 -6 -3  0 -1]
Recon[4:9]:    [-4 -6 -3  0 -1]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 92 (LMS Hamilton Beats (5min)):
Original[4:9]: [-2 -2 -4 -7 -7]
Recon[4:9]:    [-2 -2 -4 -7 -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 93 (LMS Hamilton Beats (5min)):
Original[4:9]: [-26 -28 -31 -31 -29]
Recon[4:9]:    [-26 -28 -31 -31 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 94 (LMS Hamilton Beats (5min)):
Original[4:9]: [-23 -21 -24 -27 -29]
Recon[4:9]:    [-23 -21 -24 -27 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 95 (LMS Hamilton Beats (5min)):
Original[4:9]: [0 5 6 7 7]
Recon[4:9]:    [0 5 6 7 7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 96 (LMS Hamilton Beats (5min)):
Original[4:9]: [-4 -2 -1  2 -3]
Recon[4:9]:    [-4 -2 -1  2 -3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 97 (LMS Hamilton Beats (5min)):
Original[4:9]: [-33 -38 -38 -34 -32]
Recon[4:9]:    [-33 -38 -38 -34 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 98 (LMS Hamilton Beats (5min)):
Original[4:9]: [-85 -85 -90 -89 -86]
Recon[4:9]:    [-85 -85 -90 -89 -86]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 99 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -60 -59 -62 -62]
Recon[4:9]:    [-56 -60 -59 -62 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 100 (LMS Hamilton Beats (5min)):
Original[4:9]: [-49 -52 -56 -55 -53]
Recon[4:9]:    [-49 -52 -56 -55 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 101 (LMS Hamilton Beats (5min)):
Original[4:9]: [-84 -78 -81 -81 -82]
Recon[4:9]:    [-84 -78 -81 -81 -82]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 102 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -59 -56 -52 -55]
Recon[4:9]:    [-57 -59 -56 -52 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 103 (LMS Hamilton Beats (5min)):
Original[4:9]: [-85 -82 -81 -79 -82]
Recon[4:9]:    [-85 -82 -81 -79 -82]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 104 (LMS Hamilton Beats (5min)):
Original[4:9]: [-13 -11 -12 -11 -13]
Recon[4:9]:    [-13 -11 -12 -11 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 105 (LMS Hamilton Beats (5min)):
Original[4:9]: [55 54 57 60 59]
Recon[4:9]:    [55 54 57 60 59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 106 (LMS Hamilton Beats (5min)):
Original[4:9]: [-23 -23 -20 -19 -20]
Recon[4:9]:    [-23 -23 -20 -19 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 107 (LMS Hamilton Beats (5min)):
Original[4:9]: [-72 -73 -79 -79 -78]
Recon[4:9]:    [-72 -73 -79 -79 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 108 (LMS Hamilton Beats (5min)):
Original[4:9]: [-143 -144 -147 -148 -147]
Recon[4:9]:    [-143 -144 -147 -148 -147]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 109 (LMS Hamilton Beats (5min)):
Original[4:9]: [-110 -109 -110 -113 -117]
Recon[4:9]:    [-110 -109 -110 -113 -117]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 110 (LMS Hamilton Beats (5min)):
Original[4:9]: [-119 -119 -116 -116 -120]
Recon[4:9]:    [-119 -119 -116 -116 -120]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 111 (LMS Hamilton Beats (5min)):
Original[4:9]: [-101 -100 -102 -103 -106]
Recon[4:9]:    [-101 -100 -102 -103 -106]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 112 (LMS Hamilton Beats (5min)):
Original[4:9]: [-90 -93 -92 -90 -91]
Recon[4:9]:    [-90 -93 -92 -90 -91]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 113 (LMS Hamilton Beats (5min)):
Original[4:9]: [-106 -108 -106 -105 -104]
Recon[4:9]:    [-106 -108 -106 -105 -104]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 114 (LMS Hamilton Beats (5min)):
Original[4:9]: [-72 -71 -64 -62 -62]
Recon[4:9]:    [-72 -71 -64 -62 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 115 (LMS Hamilton Beats (5min)):
Original[4:9]: [-40 -40 -39 -39 -43]
Recon[4:9]:    [-40 -40 -39 -39 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 116 (LMS Hamilton Beats (5min)):
Original[4:9]: [-29 -28 -23 -25 -28]
Recon[4:9]:    [-29 -28 -23 -25 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 117 (LMS Hamilton Beats (5min)):
Original[4:9]: [-36 -32 -29 -31 -33]
Recon[4:9]:    [-36 -32 -29 -31 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 118 (LMS Hamilton Beats (5min)):
Original[4:9]: [-10  -9  -8  -5  -4]
Recon[4:9]:    [-10  -9  -8  -5  -4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 119 (LMS Hamilton Beats (5min)):
Original[4:9]: [112 111 105 108 111]
Recon[4:9]:    [112 111 105 108 111]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 120 (LMS Hamilton Beats (5min)):
Original[4:9]: [86 88 88 82 80]
Recon[4:9]:    [86 88 88 82 80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 121 (LMS Hamilton Beats (5min)):
Original[4:9]: [6 9 8 4 0]
Recon[4:9]:    [6 9 8 4 0]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 122 (LMS Hamilton Beats (5min)):
Original[4:9]: [-84 -82 -79 -75 -79]
Recon[4:9]:    [-84 -82 -79 -75 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 123 (LMS Hamilton Beats (5min)):
Original[4:9]: [-89 -88 -86 -86 -87]
Recon[4:9]:    [-89 -88 -86 -86 -87]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 124 (LMS Hamilton Beats (5min)):
Original[4:9]: [-146 -146 -142 -140 -144]
Recon[4:9]:    [-146 -146 -142 -140 -144]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 125 (LMS Hamilton Beats (5min)):
Original[4:9]: [-128 -128 -124 -129 -130]
Recon[4:9]:    [-128 -128 -124 -129 -130]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 126 (LMS Hamilton Beats (5min)):
Original[4:9]: [-112 -113 -113 -114 -110]
Recon[4:9]:    [-112 -113 -113 -114 -110]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 127 (LMS Hamilton Beats (5min)):
Original[4:9]: [-74 -72 -68 -70 -71]
Recon[4:9]:    [-74 -72 -68 -70 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 128 (LMS Hamilton Beats (5min)):
Original[4:9]: [-43 -44 -48 -49 -46]
Recon[4:9]:    [-43 -44 -48 -49 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 129 (LMS Hamilton Beats (5min)):
Original[4:9]: [-74 -72 -71 -71 -73]
Recon[4:9]:    [-74 -72 -71 -71 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 130 (LMS Hamilton Beats (5min)):
Original[4:9]: [-42 -41 -39 -37 -37]
Recon[4:9]:    [-42 -41 -39 -37 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 131 (LMS Hamilton Beats (5min)):
Original[4:9]: [-35 -38 -35 -29 -28]
Recon[4:9]:    [-35 -38 -35 -29 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 132 (LMS Hamilton Beats (5min)):
Original[4:9]: [-44 -48 -47 -48 -47]
Recon[4:9]:    [-44 -48 -47 -48 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 133 (LMS Hamilton Beats (5min)):
Original[4:9]: [-15 -15 -18 -22 -21]
Recon[4:9]:    [-15 -15 -18 -22 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 134 (LMS Hamilton Beats (5min)):
Original[4:9]: [-23 -22 -23 -19 -20]
Recon[4:9]:    [-23 -22 -23 -19 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 135 (LMS Hamilton Beats (5min)):
Original[4:9]: [-16 -19 -20 -17 -15]
Recon[4:9]:    [-16 -19 -20 -17 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 136 (LMS Hamilton Beats (5min)):
Original[4:9]: [-35 -35 -30 -29 -25]
Recon[4:9]:    [-35 -35 -30 -29 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 137 (LMS Hamilton Beats (5min)):
Original[4:9]: [-25 -28 -35 -34 -32]
Recon[4:9]:    [-25 -28 -35 -34 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 138 (LMS Hamilton Beats (5min)):
Original[4:9]: [-14 -16 -20 -18 -19]
Recon[4:9]:    [-14 -16 -20 -18 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 139 (LMS Hamilton Beats (5min)):
Original[4:9]: [-44 -46 -40 -39 -43]
Recon[4:9]:    [-44 -46 -40 -39 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 140 (LMS Hamilton Beats (5min)):
Original[4:9]: [-49 -53 -54 -54 -51]
Recon[4:9]:    [-49 -53 -54 -54 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 141 (LMS Hamilton Beats (5min)):
Original[4:9]: [-63 -62 -58 -56 -60]
Recon[4:9]:    [-63 -62 -58 -56 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 142 (LMS Hamilton Beats (5min)):
Original[4:9]: [-12 -11 -11 -16 -14]
Recon[4:9]:    [-12 -11 -11 -16 -14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 143 (LMS Hamilton Beats (5min)):
Original[4:9]: [11 15 15 13 11]
Recon[4:9]:    [11 15 15 13 11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 144 (LMS Hamilton Beats (5min)):
Original[4:9]: [18 16 17 13 12]
Recon[4:9]:    [18 16 17 13 12]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 145 (LMS Hamilton Beats (5min)):
Original[4:9]: [-27 -30 -31 -25 -22]
Recon[4:9]:    [-27 -30 -31 -25 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 146 (LMS Hamilton Beats (5min)):
Original[4:9]: [-17 -17 -14 -10  -6]
Recon[4:9]:    [-17 -17 -14 -10  -6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 147 (LMS Hamilton Beats (5min)):
Original[4:9]: [-42 -44 -46 -45 -48]
Recon[4:9]:    [-42 -44 -46 -45 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 148 (LMS Hamilton Beats (5min)):
Original[4:9]: [ 3  5  1 -1  2]
Recon[4:9]:    [ 3  5  1 -1  2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 149 (LMS Hamilton Beats (5min)):
Original[4:9]: [-26 -17 -15 -16 -16]
Recon[4:9]:    [-26 -17 -15 -16 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 150 (LMS Hamilton Beats (5min)):
Original[4:9]: [-36 -34 -35 -38 -38]
Recon[4:9]:    [-36 -34 -35 -38 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 151 (LMS Hamilton Beats (5min)):
Original[4:9]: [-98 -99 -93 -91 -92]
Recon[4:9]:    [-98 -99 -93 -91 -92]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 152 (LMS Hamilton Beats (5min)):
Original[4:9]: [-58 -62 -63 -58 -64]
Recon[4:9]:    [-58 -62 -63 -58 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 153 (LMS Hamilton Beats (5min)):
Original[4:9]: [-97 -93 -92 -89 -91]
Recon[4:9]:    [-97 -93 -92 -89 -91]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 154 (LMS Hamilton Beats (5min)):
Original[4:9]: [-75 -77 -79 -77 -75]
Recon[4:9]:    [-75 -77 -79 -77 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 155 (LMS Hamilton Beats (5min)):
Original[4:9]: [-66 -69 -72 -75 -71]
Recon[4:9]:    [-66 -69 -72 -75 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 156 (LMS Hamilton Beats (5min)):
Original[4:9]: [-36 -34 -36 -37 -37]
Recon[4:9]:    [-36 -34 -36 -37 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 157 (LMS Hamilton Beats (5min)):
Original[4:9]: [-12 -12  -9 -10 -11]
Recon[4:9]:    [-12 -12  -9 -10 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 158 (LMS Hamilton Beats (5min)):
Original[4:9]: [4 9 9 7 6]
Recon[4:9]:    [4 9 9 7 6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 159 (LMS Hamilton Beats (5min)):
Original[4:9]: [12 16 13 10  9]
Recon[4:9]:    [12 16 13 10  9]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 160 (LMS Hamilton Beats (5min)):
Original[4:9]: [-13 -14 -18 -22 -20]
Recon[4:9]:    [-13 -14 -18 -22 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 161 (LMS Hamilton Beats (5min)):
Original[4:9]: [-32 -33 -29 -26 -28]
Recon[4:9]:    [-32 -33 -29 -26 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 162 (LMS Hamilton Beats (5min)):
Original[4:9]: [-18 -15 -12 -15 -14]
Recon[4:9]:    [-18 -15 -12 -15 -14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 163 (LMS Hamilton Beats (5min)):
Original[4:9]: [-28 -26 -24 -26 -31]
Recon[4:9]:    [-28 -26 -24 -26 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 164 (LMS Hamilton Beats (5min)):
Original[4:9]: [-43 -45 -48 -49 -53]
Recon[4:9]:    [-43 -45 -48 -49 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 165 (LMS Hamilton Beats (5min)):
Original[4:9]: [-60 -58 -51 -52 -54]
Recon[4:9]:    [-60 -58 -51 -52 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 166 (LMS Hamilton Beats (5min)):
Original[4:9]: [-68 -66 -68 -69 -71]
Recon[4:9]:    [-68 -66 -68 -69 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 167 (LMS Hamilton Beats (5min)):
Original[4:9]: [-55 -57 -57 -58 -57]
Recon[4:9]:    [-55 -57 -57 -58 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 168 (LMS Hamilton Beats (5min)):
Original[4:9]: [-55 -55 -54 -54 -54]
Recon[4:9]:    [-55 -55 -54 -54 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 169 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -53 -54 -55 -58]
Recon[4:9]:    [-56 -53 -54 -55 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 170 (LMS Hamilton Beats (5min)):
Original[4:9]: [-61 -61 -57 -53 -59]
Recon[4:9]:    [-61 -61 -57 -53 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 171 (LMS Hamilton Beats (5min)):
Original[4:9]: [-70 -66 -64 -66 -69]
Recon[4:9]:    [-70 -66 -64 -66 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 172 (LMS Hamilton Beats (5min)):
Original[4:9]: [-39 -39 -40 -41 -38]
Recon[4:9]:    [-39 -39 -40 -41 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 173 (LMS Hamilton Beats (5min)):
Original[4:9]: [-53 -58 -59 -58 -54]
Recon[4:9]:    [-53 -58 -59 -58 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 174 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -54 -57 -53 -55]
Recon[4:9]:    [-59 -54 -57 -53 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 175 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -53 -50 -52 -57]
Recon[4:9]:    [-57 -53 -50 -52 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 176 (LMS Hamilton Beats (5min)):
Original[4:9]: [-33 -29 -30 -27 -28]
Recon[4:9]:    [-33 -29 -30 -27 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 177 (LMS Hamilton Beats (5min)):
Original[4:9]: [-28 -28 -27 -25 -26]
Recon[4:9]:    [-28 -28 -27 -25 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 178 (LMS Hamilton Beats (5min)):
Original[4:9]: [-32 -37 -41 -36 -33]
Recon[4:9]:    [-32 -37 -41 -36 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 179 (LMS Hamilton Beats (5min)):
Original[4:9]: [-49 -51 -52 -47 -45]
Recon[4:9]:    [-49 -51 -52 -47 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 180 (LMS Hamilton Beats (5min)):
Original[4:9]: [-75 -74 -71 -71 -73]
Recon[4:9]:    [-75 -74 -71 -71 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 181 (LMS Hamilton Beats (5min)):
Original[4:9]: [-52 -50 -51 -55 -55]
Recon[4:9]:    [-52 -50 -51 -55 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 182 (LMS Hamilton Beats (5min)):
Original[4:9]: [-80 -77 -73 -73 -82]
Recon[4:9]:    [-80 -77 -73 -73 -82]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 183 (LMS Hamilton Beats (5min)):
Original[4:9]: [-47 -49 -52 -52 -48]
Recon[4:9]:    [-47 -49 -52 -52 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 184 (LMS Hamilton Beats (5min)):
Original[4:9]: [-46 -42 -40 -43 -46]
Recon[4:9]:    [-46 -42 -40 -43 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 185 (LMS Hamilton Beats (5min)):
Original[4:9]: [-24 -30 -27 -24 -22]
Recon[4:9]:    [-24 -30 -27 -24 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 186 (LMS Hamilton Beats (5min)):
Original[4:9]: [-26 -27 -23 -18 -19]
Recon[4:9]:    [-26 -27 -23 -18 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 187 (LMS Hamilton Beats (5min)):
Original[4:9]: [-33 -29 -26 -28 -31]
Recon[4:9]:    [-33 -29 -26 -28 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 188 (LMS Hamilton Beats (5min)):
Original[4:9]: [-68 -63 -66 -66 -69]
Recon[4:9]:    [-68 -63 -66 -66 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 189 (LMS Hamilton Beats (5min)):
Original[4:9]: [-33 -31 -32 -27 -26]
Recon[4:9]:    [-33 -31 -32 -27 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 190 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -54 -48 -47 -49]
Recon[4:9]:    [-57 -54 -48 -47 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 191 (LMS Hamilton Beats (5min)):
Original[4:9]: [-33 -37 -35 -34 -29]
Recon[4:9]:    [-33 -37 -35 -34 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 192 (LMS Hamilton Beats (5min)):
Original[4:9]: [-23 -26 -27 -24 -24]
Recon[4:9]:    [-23 -26 -27 -24 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 193 (LMS Hamilton Beats (5min)):
Original[4:9]: [-20 -19 -17 -20 -19]
Recon[4:9]:    [-20 -19 -17 -20 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 194 (LMS Hamilton Beats (5min)):
Original[4:9]: [-76 -76 -77 -78 -79]
Recon[4:9]:    [-76 -76 -77 -78 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 195 (LMS Hamilton Beats (5min)):
Original[4:9]: [-24 -20 -21 -27 -28]
Recon[4:9]:    [-24 -20 -21 -27 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 196 (LMS Hamilton Beats (5min)):
Original[4:9]: [-27 -30 -34 -32 -24]
Recon[4:9]:    [-27 -30 -34 -32 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 197 (LMS Hamilton Beats (5min)):
Original[4:9]: [-29 -29 -32 -30 -29]
Recon[4:9]:    [-29 -29 -32 -30 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 198 (LMS Hamilton Beats (5min)):
Original[4:9]: [-26 -28 -31 -32 -30]
Recon[4:9]:    [-26 -28 -31 -32 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 199 (LMS Hamilton Beats (5min)):
Original[4:9]: [-34 -36 -38 -36 -33]
Recon[4:9]:    [-34 -36 -38 -36 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 200 (LMS Hamilton Beats (5min)):
Original[4:9]: [-31 -32 -28 -27 -29]
Recon[4:9]:    [-31 -32 -28 -27 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 201 (LMS Hamilton Beats (5min)):
Original[4:9]: [-23 -25 -29 -29 -26]
Recon[4:9]:    [-23 -25 -29 -29 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 202 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -55 -50 -49 -51]
Recon[4:9]:    [-56 -55 -50 -49 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 203 (LMS Hamilton Beats (5min)):
Original[4:9]: [-46 -45 -41 -40 -42]
Recon[4:9]:    [-46 -45 -41 -40 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 204 (LMS Hamilton Beats (5min)):
Original[4:9]: [-31 -27 -29 -29 -22]
Recon[4:9]:    [-31 -27 -29 -29 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 205 (LMS Hamilton Beats (5min)):
Original[4:9]: [-35 -44 -46 -46 -41]
Recon[4:9]:    [-35 -44 -46 -46 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 206 (LMS Hamilton Beats (5min)):
Original[4:9]: [ 15   3  -5 -10 -19]
Recon[4:9]:    [ 15   3  -5 -10 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 207 (LMS Hamilton Beats (5min)):
Original[4:9]: [-26 -18 -17 -23 -29]
Recon[4:9]:    [-26 -18 -17 -23 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 208 (LMS Hamilton Beats (5min)):
Original[4:9]: [-33 -29 -31 -33 -37]
Recon[4:9]:    [-33 -29 -31 -33 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 209 (LMS Hamilton Beats (5min)):
Original[4:9]: [-39 -38 -41 -43 -40]
Recon[4:9]:    [-39 -38 -41 -43 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 210 (LMS Hamilton Beats (5min)):
Original[4:9]: [-48 -49 -49 -48 -46]
Recon[4:9]:    [-48 -49 -49 -48 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 211 (LMS Hamilton Beats (5min)):
Original[4:9]: [-69 -71 -69 -69 -72]
Recon[4:9]:    [-69 -71 -69 -69 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 212 (LMS Hamilton Beats (5min)):
Original[4:9]: [-41 -44 -44 -42 -42]
Recon[4:9]:    [-41 -44 -44 -42 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 213 (LMS Hamilton Beats (5min)):
Original[4:9]: [-37 -35 -35 -29 -34]
Recon[4:9]:    [-37 -35 -35 -29 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 214 (LMS Hamilton Beats (5min)):
Original[4:9]: [-32 -31 -37 -36 -35]
Recon[4:9]:    [-32 -31 -37 -36 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 215 (LMS Hamilton Beats (5min)):
Original[4:9]: [-50 -51 -55 -58 -58]
Recon[4:9]:    [-50 -51 -55 -58 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 216 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -52 -51 -50 -55]
Recon[4:9]:    [-56 -52 -51 -50 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 217 (LMS Hamilton Beats (5min)):
Original[4:9]: [-70 -75 -77 -74 -71]
Recon[4:9]:    [-70 -75 -77 -74 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 218 (LMS Hamilton Beats (5min)):
Original[4:9]: [-42 -40 -44 -46 -42]
Recon[4:9]:    [-42 -40 -44 -46 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 219 (LMS Hamilton Beats (5min)):
Original[4:9]: [-35 -36 -39 -40 -38]
Recon[4:9]:    [-35 -36 -39 -40 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 220 (LMS Hamilton Beats (5min)):
Original[4:9]: [-28 -26 -23 -25 -27]
Recon[4:9]:    [-28 -26 -23 -25 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 221 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -57 -61 -65 -63]
Recon[4:9]:    [-56 -57 -61 -65 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 222 (LMS Hamilton Beats (5min)):
Original[4:9]: [-87 -86 -84 -82 -84]
Recon[4:9]:    [-87 -86 -84 -82 -84]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 223 (LMS Hamilton Beats (5min)):
Original[4:9]: [-13 -20 -22 -17 -16]
Recon[4:9]:    [-13 -20 -22 -17 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 224 (LMS Hamilton Beats (5min)):
Original[4:9]: [-20 -20 -23 -24 -22]
Recon[4:9]:    [-20 -20 -23 -24 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 225 (LMS Hamilton Beats (5min)):
Original[4:9]: [-33 -33 -34 -32 -33]
Recon[4:9]:    [-33 -33 -34 -32 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 226 (LMS Hamilton Beats (5min)):
Original[4:9]: [-18 -14 -13 -11 -11]
Recon[4:9]:    [-18 -14 -13 -11 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 227 (LMS Hamilton Beats (5min)):
Original[4:9]: [-22 -27 -25 -24 -22]
Recon[4:9]:    [-22 -27 -25 -24 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 228 (LMS Hamilton Beats (5min)):
Original[4:9]: [-92 -89 -89 -84 -86]
Recon[4:9]:    [-92 -89 -89 -84 -86]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 229 (LMS Hamilton Beats (5min)):
Original[4:9]: [-73 -75 -78 -76 -73]
Recon[4:9]:    [-73 -75 -78 -76 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 230 (LMS Hamilton Beats (5min)):
Original[4:9]: [-52 -48 -50 -51 -53]
Recon[4:9]:    [-52 -48 -50 -51 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 231 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -56 -57 -61 -60]
Recon[4:9]:    [-57 -56 -57 -61 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 232 (LMS Hamilton Beats (5min)):
Original[4:9]: [-82 -80 -79 -80 -79]
Recon[4:9]:    [-82 -80 -79 -80 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 233 (LMS Hamilton Beats (5min)):
Original[4:9]: [-97 -93 -95 -90 -91]
Recon[4:9]:    [-97 -93 -95 -90 -91]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 234 (LMS Hamilton Beats (5min)):
Original[4:9]: [-84 -87 -87 -85 -82]
Recon[4:9]:    [-84 -87 -87 -85 -82]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 235 (LMS Hamilton Beats (5min)):
Original[4:9]: [-72 -68 -68 -71 -76]
Recon[4:9]:    [-72 -68 -68 -71 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 236 (LMS Hamilton Beats (5min)):
Original[4:9]: [-78 -78 -72 -71 -73]
Recon[4:9]:    [-78 -78 -72 -71 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 237 (LMS Hamilton Beats (5min)):
Original[4:9]: [-37 -32 -30 -31 -34]
Recon[4:9]:    [-37 -32 -30 -31 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 238 (LMS Hamilton Beats (5min)):
Original[4:9]: [46 49 48 45 42]
Recon[4:9]:    [46 49 48 45 42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 239 (LMS Hamilton Beats (5min)):
Original[4:9]: [49 50 48 44 47]
Recon[4:9]:    [49 50 48 44 47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 240 (LMS Hamilton Beats (5min)):
Original[4:9]: [-19 -20 -22 -22 -20]
Recon[4:9]:    [-19 -20 -22 -22 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 241 (LMS Hamilton Beats (5min)):
Original[4:9]: [-78 -75 -71 -70 -72]
Recon[4:9]:    [-78 -75 -71 -70 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 242 (LMS Hamilton Beats (5min)):
Original[4:9]: [-107 -107 -103 -104 -109]
Recon[4:9]:    [-107 -107 -103 -104 -109]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 243 (LMS Hamilton Beats (5min)):
Original[4:9]: [-168 -167 -166 -165 -164]
Recon[4:9]:    [-168 -167 -166 -165 -164]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 244 (LMS Hamilton Beats (5min)):
Original[4:9]: [-104  -99  -93  -95  -94]
Recon[4:9]:    [-104  -99  -93  -95  -94]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 245 (LMS Hamilton Beats (5min)):
Original[4:9]: [-77 -75 -75 -73 -77]
Recon[4:9]:    [-77 -75 -75 -73 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 246 (LMS Hamilton Beats (5min)):
Original[4:9]: [-52 -50 -48 -50 -53]
Recon[4:9]:    [-52 -50 -48 -50 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 247 (LMS Hamilton Beats (5min)):
Original[4:9]: [-38 -39 -37 -35 -37]
Recon[4:9]:    [-38 -39 -37 -35 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 248 (LMS Hamilton Beats (5min)):
Original[4:9]: [-53 -52 -50 -53 -54]
Recon[4:9]:    [-53 -52 -50 -53 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 249 (LMS Hamilton Beats (5min)):
Original[4:9]: [-81 -81 -85 -89 -90]
Recon[4:9]:    [-81 -81 -85 -89 -90]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 250 (LMS Hamilton Beats (5min)):
Original[4:9]: [-95 -94 -92 -92 -91]
Recon[4:9]:    [-95 -94 -92 -92 -91]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 251 (LMS Hamilton Beats (5min)):
Original[4:9]: [-5 -8 -8 -3 -1]
Recon[4:9]:    [-5 -8 -8 -3 -1]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 252 (LMS Hamilton Beats (5min)):
Original[4:9]: [-7 -4 -6 -2 -4]
Recon[4:9]:    [-7 -4 -6 -2 -4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 253 (LMS Hamilton Beats (5min)):
Original[4:9]: [-2 -1 -6 -9 -6]
Recon[4:9]:    [-2 -1 -6 -9 -6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 254 (LMS Hamilton Beats (5min)):
Original[4:9]: [-41 -42 -42 -46 -48]
Recon[4:9]:    [-41 -42 -42 -46 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 255 (LMS Hamilton Beats (5min)):
Original[4:9]: [-21 -17 -18 -20 -22]
Recon[4:9]:    [-21 -17 -18 -20 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 256 (LMS Hamilton Beats (5min)):
Original[4:9]: [-35 -33 -35 -35 -40]
Recon[4:9]:    [-35 -33 -35 -35 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 257 (LMS Hamilton Beats (5min)):
Original[4:9]: [-16 -20 -23 -25 -23]
Recon[4:9]:    [-16 -20 -23 -25 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 258 (LMS Hamilton Beats (5min)):
Original[4:9]: [-19 -18 -17 -19 -24]
Recon[4:9]:    [-19 -18 -17 -19 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 259 (LMS Hamilton Beats (5min)):
Original[4:9]: [-36 -33 -31 -28 -28]
Recon[4:9]:    [-36 -33 -31 -28 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 260 (LMS Hamilton Beats (5min)):
Original[4:9]: [-55 -56 -58 -60 -60]
Recon[4:9]:    [-55 -56 -58 -60 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 261 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -53 -52 -50 -51]
Recon[4:9]:    [-56 -53 -52 -50 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 262 (LMS Hamilton Beats (5min)):
Original[4:9]: [-41 -43 -45 -46 -47]
Recon[4:9]:    [-41 -43 -45 -46 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 263 (LMS Hamilton Beats (5min)):
Original[4:9]: [-49 -55 -57 -58 -55]
Recon[4:9]:    [-49 -55 -57 -58 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 264 (LMS Hamilton Beats (5min)):
Original[4:9]: [-15 -21 -22 -22 -20]
Recon[4:9]:    [-15 -21 -22 -22 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 265 (LMS Hamilton Beats (5min)):
Original[4:9]: [-62 -59 -63 -67 -67]
Recon[4:9]:    [-62 -59 -63 -67 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 266 (LMS Hamilton Beats (5min)):
Original[4:9]: [-62 -66 -60 -57 -59]
Recon[4:9]:    [-62 -66 -60 -57 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 267 (LMS Hamilton Beats (5min)):
Original[4:9]: [-68 -66 -65 -70 -70]
Recon[4:9]:    [-68 -66 -65 -70 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 268 (LMS Hamilton Beats (5min)):
Original[4:9]: [-44 -47 -50 -50 -51]
Recon[4:9]:    [-44 -47 -50 -50 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 269 (LMS Hamilton Beats (5min)):
Original[4:9]: [-56 -57 -56 -50 -51]
Recon[4:9]:    [-56 -57 -56 -50 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 270 (LMS Hamilton Beats (5min)):
Original[4:9]: [-55 -56 -57 -54 -54]
Recon[4:9]:    [-55 -56 -57 -54 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 271 (LMS Hamilton Beats (5min)):
Original[4:9]: [-45 -47 -46 -47 -44]
Recon[4:9]:    [-45 -47 -46 -47 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 272 (LMS Hamilton Beats (5min)):
Original[4:9]: [-42 -44 -49 -49 -52]
Recon[4:9]:    [-42 -44 -49 -49 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 273 (LMS Hamilton Beats (5min)):
Original[4:9]: [-77 -75 -74 -71 -73]
Recon[4:9]:    [-77 -75 -74 -71 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 274 (LMS Hamilton Beats (5min)):
Original[4:9]: [-92 -97 -96 -95 -93]
Recon[4:9]:    [-92 -97 -96 -95 -93]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 275 (LMS Hamilton Beats (5min)):
Original[4:9]: [-86 -83 -83 -84 -85]
Recon[4:9]:    [-86 -83 -83 -84 -85]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 276 (LMS Hamilton Beats (5min)):
Original[4:9]: [-43 -47 -48 -51 -49]
Recon[4:9]:    [-43 -47 -48 -51 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 277 (LMS Hamilton Beats (5min)):
Original[4:9]: [-86 -85 -82 -83 -85]
Recon[4:9]:    [-86 -85 -82 -83 -85]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 278 (LMS Hamilton Beats (5min)):
Original[4:9]: [13  7  3  6 11]
Recon[4:9]:    [13  7  3  6 11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 279 (LMS Hamilton Beats (5min)):
Original[4:9]: [-17 -21 -19 -13  -7]
Recon[4:9]:    [-17 -21 -19 -13  -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 280 (LMS Hamilton Beats (5min)):
Original[4:9]: [-35 -41 -47 -46 -43]
Recon[4:9]:    [-35 -41 -47 -46 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 281 (LMS Hamilton Beats (5min)):
Original[4:9]: [ 16   7 -10 -28 -44]
Recon[4:9]:    [ 16   7 -10 -28 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 282 (LMS Hamilton Beats (5min)):
Original[4:9]: [-48 -45 -44 -43 -46]
Recon[4:9]:    [-48 -45 -44 -43 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 283 (LMS Hamilton Beats (5min)):
Original[4:9]: [-4 -3 -1 -8 -9]
Recon[4:9]:    [-4 -3 -1 -8 -9]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 284 (LMS Hamilton Beats (5min)):
Original[4:9]: [ 3  2 -5 -3 -2]
Recon[4:9]:    [ 3  2 -5 -3 -2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 285 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -7 -10 -11 -15 -16]
Recon[4:9]:    [ -7 -10 -11 -15 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 286 (LMS Hamilton Beats (5min)):
Original[4:9]: [-19 -23 -22 -21 -20]
Recon[4:9]:    [-19 -23 -22 -21 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 287 (LMS Hamilton Beats (5min)):
Original[4:9]: [-63 -67 -70 -68 -66]
Recon[4:9]:    [-63 -67 -70 -68 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 288 (LMS Hamilton Beats (5min)):
Original[4:9]: [-39 -35 -38 -37 -37]
Recon[4:9]:    [-39 -35 -38 -37 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 289 (LMS Hamilton Beats (5min)):
Original[4:9]: [-22 -24 -29 -26 -25]
Recon[4:9]:    [-22 -24 -29 -26 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 290 (LMS Hamilton Beats (5min)):
Original[4:9]: [-51 -49 -48 -53 -56]
Recon[4:9]:    [-51 -49 -48 -53 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 291 (LMS Hamilton Beats (5min)):
Original[4:9]: [-53 -54 -55 -52 -50]
Recon[4:9]:    [-53 -54 -55 -52 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 292 (LMS Hamilton Beats (5min)):
Original[4:9]: [-51 -50 -50 -48 -47]
Recon[4:9]:    [-51 -50 -50 -48 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 293 (LMS Hamilton Beats (5min)):
Original[4:9]: [-64 -65 -66 -63 -60]
Recon[4:9]:    [-64 -65 -66 -63 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 294 (LMS Hamilton Beats (5min)):
Original[4:9]: [-88 -87 -87 -86 -91]
Recon[4:9]:    [-88 -87 -87 -86 -91]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 295 (LMS Hamilton Beats (5min)):
Original[4:9]: [-35 -35 -37 -42 -40]
Recon[4:9]:    [-35 -35 -37 -42 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 296 (LMS Hamilton Beats (5min)):
Original[4:9]: [-68 -67 -67 -66 -64]
Recon[4:9]:    [-68 -67 -67 -66 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 297 (LMS Hamilton Beats (5min)):
Original[4:9]: [-50 -47 -45 -39 -38]
Recon[4:9]:    [-50 -47 -45 -39 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 298 (LMS Hamilton Beats (5min)):
Original[4:9]: [-48 -47 -49 -51 -53]
Recon[4:9]:    [-48 -47 -49 -51 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 299 (LMS Hamilton Beats (5min)):
Original[4:9]: [-51 -52 -57 -58 -59]
Recon[4:9]:    [-51 -52 -57 -58 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 300 (LMS Hamilton Beats (5min)):
Original[4:9]: [-74 -77 -79 -77 -73]
Recon[4:9]:    [-74 -77 -79 -77 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 301 (LMS Hamilton Beats (5min)):
Original[4:9]: [ 0 -5 -6 -3 -1]
Recon[4:9]:    [ 0 -5 -6 -3 -1]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 302 (LMS Hamilton Beats (5min)):
Original[4:9]: [-15 -18 -17 -14 -13]
Recon[4:9]:    [-15 -18 -17 -14 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 303 (LMS Hamilton Beats (5min)):
Original[4:9]: [-72 -69 -73 -72 -75]
Recon[4:9]:    [-72 -69 -73 -72 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 304 (LMS Hamilton Beats (5min)):
Original[4:9]: [-37 -36 -35 -33 -35]
Recon[4:9]:    [-37 -36 -35 -33 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 305 (LMS Hamilton Beats (5min)):
Original[4:9]: [-57 -59 -59 -60 -55]
Recon[4:9]:    [-57 -59 -59 -60 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 306 (LMS Hamilton Beats (5min)):
Original[4:9]: [-85 -86 -88 -93 -94]
Recon[4:9]:    [-85 -86 -88 -93 -94]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 307 (LMS Hamilton Beats (5min)):
Original[4:9]: [-79 -78 -78 -74 -72]
Recon[4:9]:    [-79 -78 -78 -74 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 308 (LMS Hamilton Beats (5min)):
Original[4:9]: [-63 -68 -65 -65 -63]
Recon[4:9]:    [-63 -68 -65 -65 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 309 (LMS Hamilton Beats (5min)):
Original[4:9]: [-60 -61 -59 -58 -59]
Recon[4:9]:    [-60 -61 -59 -58 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 310 (LMS Hamilton Beats (5min)):
Original[4:9]: [-62 -61 -63 -67 -65]
Recon[4:9]:    [-62 -61 -63 -67 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 311 (LMS Hamilton Beats (5min)):
Original[4:9]: [-62 -64 -66 -68 -64]
Recon[4:9]:    [-62 -64 -66 -68 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 312 (LMS Hamilton Beats (5min)):
Original[4:9]: [-59 -62 -58 -59 -54]
Recon[4:9]:    [-59 -62 -58 -59 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 313 (LMS Hamilton Beats (5min)):
Original[4:9]: [-39 -40 -39 -39 -36]
Recon[4:9]:    [-39 -40 -39 -39 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 314 (LMS Hamilton Beats (5min)):
Original[4:9]: [-37 -36 -35 -35 -32]
Recon[4:9]:    [-37 -36 -35 -35 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 315 (LMS Hamilton Beats (5min)):
Original[4:9]: [-25 -23 -21 -22 -26]
Recon[4:9]:    [-25 -23 -21 -22 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 316 (LMS Hamilton Beats (5min)):
Original[4:9]: [-42 -40 -44 -44 -47]
Recon[4:9]:    [-42 -40 -44 -44 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 317 (LMS Hamilton Beats (5min)):
Original[4:9]: [-80 -78 -81 -78 -77]
Recon[4:9]:    [-80 -78 -81 -78 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 318 (LMS Hamilton Beats (5min)):
Original[4:9]: [-50 -54 -50 -48 -45]
Recon[4:9]:    [-50 -54 -50 -48 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 319 (LMS Hamilton Beats (5min)):
Original[4:9]: [-48 -47 -46 -45 -45]
Recon[4:9]:    [-48 -47 -46 -45 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 320 (LMS Hamilton Beats (5min)):
Original[4:9]: [-69 -68 -67 -69 -68]
Recon[4:9]:    [-69 -68 -67 -69 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 321 (LMS Hamilton Beats (5min)):
Original[4:9]: [-51 -50 -47 -44 -45]
Recon[4:9]:    [-51 -50 -47 -44 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 322 (LMS Hamilton Beats (5min)):
Original[4:9]: [-24 -20 -16 -18 -22]
Recon[4:9]:    [-24 -20 -16 -18 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 323 (LMS Hamilton Beats (5min)):
Original[4:9]: [-52 -50 -50 -48 -46]
Recon[4:9]:    [-52 -50 -50 -48 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 324 (LMS Hamilton Beats (5min)):
Original[4:9]: [-63 -61 -56 -53 -54]
Recon[4:9]:    [-63 -61 -56 -53 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 325 (LMS Hamilton Beats (5min)):
Original[4:9]: [-102 -102 -101  -97 -102]
Recon[4:9]:    [-102 -102 -101  -97 -102]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 326 (LMS Hamilton Beats (5min)):
Original[4:9]: [-46 -46 -48 -50 -49]
Recon[4:9]:    [-46 -46 -48 -50 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 327 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -97  -96 -101 -105 -105]
Recon[4:9]:    [ -97  -96 -101 -105 -105]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 328 (LMS Hamilton Beats (5min)):
Original[4:9]: [-33 -29 -28 -30 -31]
Recon[4:9]:    [-33 -29 -28 -30 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 329 (LMS Hamilton Beats (5min)):
Original[4:9]: [-50 -50 -45 -48 -48]
Recon[4:9]:    [-50 -50 -45 -48 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 330 (LMS Hamilton Beats (5min)):
Original[4:9]: [-62 -64 -65 -62 -61]
Recon[4:9]:    [-62 -64 -65 -62 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 331 (LMS Hamilton Beats (5min)):
Original[4:9]: [-86 -84 -81 -81 -82]
Recon[4:9]:    [-86 -84 -81 -81 -82]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 332 (LMS Hamilton Beats (5min)):
Original[4:9]: [-128 -128 -130 -127 -124]
Recon[4:9]:    [-128 -128 -130 -127 -124]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 333 (LMS Hamilton Beats (5min)):
Original[4:9]: [-71 -75 -73 -73 -69]
Recon[4:9]:    [-71 -75 -73 -73 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 334 (LMS Hamilton Beats (5min)):
Original[4:9]: [-58 -66 -63 -67 -67]
Recon[4:9]:    [-58 -66 -63 -67 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 335 (LMS Hamilton Beats (5min)):
Original[4:9]: [-49 -55 -53 -54 -52]
Recon[4:9]:    [-49 -55 -53 -54 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 336 (LMS Hamilton Beats (5min)):
Original[4:9]: [-48 -50 -45 -43 -42]
Recon[4:9]:    [-48 -50 -45 -43 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 337 (LMS Hamilton Beats (5min)):
Original[4:9]: [-45 -41 -41 -45 -48]
Recon[4:9]:    [-45 -41 -41 -45 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 338 (LMS Hamilton Beats (5min)):
Original[4:9]: [-70 -64 -60 -61 -66]
Recon[4:9]:    [-70 -64 -60 -61 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 339 (LMS Hamilton Beats (5min)):
Original[4:9]: [-30 -29 -27 -27 -28]
Recon[4:9]:    [-30 -29 -27 -27 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 340 (LMS Hamilton Beats (5min)):
Original[4:9]: [-50 -52 -50 -48 -49]
Recon[4:9]:    [-50 -52 -50 -48 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 341 (LMS Hamilton Beats (5min)):
Original[4:9]: [-120 -121 -117 -116 -117]
Recon[4:9]:    [-120 -121 -117 -116 -117]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 342 (LMS Hamilton Beats (5min)):
Original[4:9]: [-37 -40 -42 -42 -40]
Recon[4:9]:    [-37 -40 -42 -42 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 343 (LMS Hamilton Beats (5min)):
Original[4:9]: [-33 -30 -29 -27 -31]
Recon[4:9]:    [-33 -30 -29 -27 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 344 (LMS Hamilton Beats (5min)):
Original[4:9]: [-10 -11 -10 -13 -14]
Recon[4:9]:    [-10 -11 -10 -13 -14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 345 (LMS Hamilton Beats (5min)):
Original[4:9]: [-41 -37 -36 -36 -39]
Recon[4:9]:    [-41 -37 -36 -36 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 346 (LMS Hamilton Beats (5min)):
Original[4:9]: [-4 -8 -9 -8 -8]
Recon[4:9]:    [-4 -8 -9 -8 -8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 347 (LMS Hamilton Beats (5min)):
Original[4:9]: [-22 -21 -20 -21 -24]
Recon[4:9]:    [-22 -21 -20 -21 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- LMS Hamilton Beats (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added LMS results for Hamilton Beats: CR Rice=1.653, CR Huff=1.727, mean L2=24.14549
Best params for NLMS Hamilton Beats (10s): {'order': 4, 'mu': 0.01} (avg l2-norm=0.00000)

DEBUG Segment 0 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-7 -7 -7 -7 -7]
Recon[4:9]:    [-7 -7 -7 -7 -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-44 -45 -49 -52 -51]
Recon[4:9]:    [-44 -45 -49 -52 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-39 -39 -40 -36 -34]
Recon[4:9]:    [-39 -39 -40 -36 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-39 -36 -31 -30 -32]
Recon[4:9]:    [-39 -36 -31 -30 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -56 -60 -59 -61]
Recon[4:9]:    [-56 -56 -60 -59 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-26 -26 -27 -29 -29]
Recon[4:9]:    [-26 -26 -27 -29 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-33 -31 -28 -28 -34]
Recon[4:9]:    [-33 -31 -28 -28 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-41 -43 -45 -43 -42]
Recon[4:9]:    [-41 -43 -45 -43 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-47 -49 -51 -50 -48]
Recon[4:9]:    [-47 -49 -51 -50 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-31 -31 -26 -24 -25]
Recon[4:9]:    [-31 -31 -26 -24 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-40 -36 -35 -37 -38]
Recon[4:9]:    [-40 -36 -35 -37 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-62 -64 -64 -66 -65]
Recon[4:9]:    [-62 -64 -64 -66 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-33 -36 -37 -38 -41]
Recon[4:9]:    [-33 -36 -37 -38 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-48 -47 -46 -45 -42]
Recon[4:9]:    [-48 -47 -46 -45 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-61 -62 -62 -63 -65]
Recon[4:9]:    [-61 -62 -62 -63 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-73 -73 -75 -75 -72]
Recon[4:9]:    [-73 -73 -75 -75 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -56 -50 -50 -55]
Recon[4:9]:    [-56 -56 -50 -50 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-48 -53 -53 -53 -49]
Recon[4:9]:    [-48 -53 -53 -53 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-51 -53 -54 -54 -52]
Recon[4:9]:    [-51 -53 -54 -54 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-53 -53 -54 -52 -52]
Recon[4:9]:    [-53 -53 -54 -52 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-55 -53 -56 -59 -63]
Recon[4:9]:    [-55 -53 -56 -59 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-42 -44 -44 -43 -39]
Recon[4:9]:    [-42 -44 -44 -43 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-46 -49 -41 -40 -43]
Recon[4:9]:    [-46 -49 -41 -40 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-51 -52 -49 -48 -48]
Recon[4:9]:    [-51 -52 -49 -48 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-58 -62 -63 -61 -58]
Recon[4:9]:    [-58 -62 -63 -61 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-58 -59 -62 -62 -57]
Recon[4:9]:    [-58 -59 -62 -62 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-74 -75 -73 -73 -74]
Recon[4:9]:    [-74 -75 -73 -73 -74]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-48 -45 -46 -48 -51]
Recon[4:9]:    [-48 -45 -46 -48 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -59 -59 -57 -55]
Recon[4:9]:    [-57 -59 -59 -57 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-62 -55 -58 -60 -62]
Recon[4:9]:    [-62 -55 -58 -60 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-49 -53 -50 -43 -46]
Recon[4:9]:    [-49 -53 -50 -43 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-54 -49 -52 -54 -56]
Recon[4:9]:    [-54 -49 -52 -54 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-32 -32 -34 -31 -28]
Recon[4:9]:    [-32 -32 -34 -31 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-21 -17 -21 -21 -24]
Recon[4:9]:    [-21 -17 -21 -21 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-25 -23 -28 -30 -26]
Recon[4:9]:    [-25 -23 -28 -30 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-30 -25 -27 -30 -31]
Recon[4:9]:    [-30 -25 -27 -30 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-33 -36 -36 -33 -31]
Recon[4:9]:    [-33 -36 -36 -33 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-34 -36 -39 -37 -39]
Recon[4:9]:    [-34 -36 -39 -37 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-40 -42 -43 -46 -42]
Recon[4:9]:    [-40 -42 -43 -46 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-36 -41 -47 -42 -40]
Recon[4:9]:    [-36 -41 -47 -42 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-28 -31 -26 -24 -25]
Recon[4:9]:    [-28 -31 -26 -24 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-33 -37 -37 -38 -33]
Recon[4:9]:    [-33 -37 -37 -38 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-36 -37 -40 -39 -37]
Recon[4:9]:    [-36 -37 -40 -39 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-32 -35 -36 -36 -34]
Recon[4:9]:    [-32 -35 -36 -36 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-33 -39 -38 -34 -33]
Recon[4:9]:    [-33 -39 -38 -34 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-43 -42 -40 -39 -44]
Recon[4:9]:    [-43 -42 -40 -39 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-33 -29 -28 -28 -34]
Recon[4:9]:    [-33 -29 -28 -28 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-44 -45 -45 -45 -42]
Recon[4:9]:    [-44 -45 -45 -45 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -56 -60 -61 -59]
Recon[4:9]:    [-59 -56 -60 -61 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-27 -28 -24 -21 -23]
Recon[4:9]:    [-27 -28 -24 -21 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-53 -51 -49 -48 -51]
Recon[4:9]:    [-53 -51 -49 -48 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-50 -52 -50 -49 -45]
Recon[4:9]:    [-50 -52 -50 -49 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-23 -24 -22 -27 -27]
Recon[4:9]:    [-23 -24 -22 -27 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 53 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-47 -51 -50 -47 -44]
Recon[4:9]:    [-47 -51 -50 -47 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 54 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-42 -43 -39 -37 -38]
Recon[4:9]:    [-42 -43 -39 -37 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 55 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-77 -81 -79 -76 -76]
Recon[4:9]:    [-77 -81 -79 -76 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 56 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-63 -59 -54 -53 -57]
Recon[4:9]:    [-63 -59 -54 -53 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 57 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-52 -50 -50 -49 -52]
Recon[4:9]:    [-52 -50 -50 -49 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 58 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-67 -69 -70 -67 -64]
Recon[4:9]:    [-67 -69 -70 -67 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 59 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-40 -37 -39 -39 -40]
Recon[4:9]:    [-40 -37 -39 -39 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 60 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-38 -36 -33 -36 -38]
Recon[4:9]:    [-38 -36 -33 -36 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 61 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -60 -61 -66 -65]
Recon[4:9]:    [-59 -60 -61 -66 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 62 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-23 -25 -25 -20 -16]
Recon[4:9]:    [-23 -25 -25 -20 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 63 (NLMS Hamilton Beats (5min)):
Original[4:9]: [19 22 20 18 16]
Recon[4:9]:    [19 22 20 18 16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 64 (NLMS Hamilton Beats (5min)):
Original[4:9]: [27 29 30 35 32]
Recon[4:9]:    [27 29 30 35 32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 65 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-10 -12 -14  -9  -8]
Recon[4:9]:    [-10 -12 -14  -9  -8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 66 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-94 -94 -92 -89 -93]
Recon[4:9]:    [-94 -94 -92 -89 -93]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 67 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-85 -81 -79 -77 -80]
Recon[4:9]:    [-85 -81 -79 -77 -80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 68 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-127 -129 -131 -134 -134]
Recon[4:9]:    [-127 -129 -131 -134 -134]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 69 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-91 -88 -86 -87 -90]
Recon[4:9]:    [-91 -88 -86 -87 -90]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 70 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-75 -73 -76 -74 -72]
Recon[4:9]:    [-75 -73 -76 -74 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 71 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -56 -56 -60 -62]
Recon[4:9]:    [-57 -56 -56 -60 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 72 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-46 -44 -47 -49 -48]
Recon[4:9]:    [-46 -44 -47 -49 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 73 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-33 -32 -27 -30 -30]
Recon[4:9]:    [-33 -32 -27 -30 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 74 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-35 -32 -30 -33 -35]
Recon[4:9]:    [-35 -32 -30 -33 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 75 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -5  -6  -6  -9 -11]
Recon[4:9]:    [ -5  -6  -6  -9 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 76 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-18 -17 -15 -16 -20]
Recon[4:9]:    [-18 -17 -15 -16 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 77 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-10 -13 -17 -16 -17]
Recon[4:9]:    [-10 -13 -17 -16 -17]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 78 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -6  -8 -10  -6  -3]
Recon[4:9]:    [ -6  -8 -10  -6  -3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 79 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-19 -20 -24 -28 -25]
Recon[4:9]:    [-19 -20 -24 -28 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 80 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -59 -63 -63 -63]
Recon[4:9]:    [-59 -59 -63 -63 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 81 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-21 -19 -25 -27 -26]
Recon[4:9]:    [-21 -19 -25 -27 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 82 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-27 -29 -25 -23 -24]
Recon[4:9]:    [-27 -29 -25 -23 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 83 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -58 -59 -58 -52]
Recon[4:9]:    [-59 -58 -59 -58 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 84 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-71 -67 -65 -65 -70]
Recon[4:9]:    [-71 -67 -65 -65 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 85 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-40 -40 -43 -41 -40]
Recon[4:9]:    [-40 -40 -43 -41 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 86 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-45 -45 -48 -44 -42]
Recon[4:9]:    [-45 -45 -48 -44 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 87 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-63 -67 -67 -67 -65]
Recon[4:9]:    [-63 -67 -67 -67 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 88 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-14 -11 -10 -14 -13]
Recon[4:9]:    [-14 -11 -10 -14 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 89 (NLMS Hamilton Beats (5min)):
Original[4:9]: [13  9  5 -2  1]
Recon[4:9]:    [13  9  5 -2  1]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 90 (NLMS Hamilton Beats (5min)):
Original[4:9]: [4 1 0 3 4]
Recon[4:9]:    [4 1 0 3 4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 91 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-4 -6 -3  0 -1]
Recon[4:9]:    [-4 -6 -3  0 -1]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 92 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-2 -2 -4 -7 -7]
Recon[4:9]:    [-2 -2 -4 -7 -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 93 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-26 -28 -31 -31 -29]
Recon[4:9]:    [-26 -28 -31 -31 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 94 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-23 -21 -24 -27 -29]
Recon[4:9]:    [-23 -21 -24 -27 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 95 (NLMS Hamilton Beats (5min)):
Original[4:9]: [0 5 6 7 7]
Recon[4:9]:    [0 5 6 7 7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 96 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-4 -2 -1  2 -3]
Recon[4:9]:    [-4 -2 -1  2 -3]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 97 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-33 -38 -38 -34 -32]
Recon[4:9]:    [-33 -38 -38 -34 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 98 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-85 -85 -90 -89 -86]
Recon[4:9]:    [-85 -85 -90 -89 -86]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 99 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -60 -59 -62 -62]
Recon[4:9]:    [-56 -60 -59 -62 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 100 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-49 -52 -56 -55 -53]
Recon[4:9]:    [-49 -52 -56 -55 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 101 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-84 -78 -81 -81 -82]
Recon[4:9]:    [-84 -78 -81 -81 -82]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 102 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -59 -56 -52 -55]
Recon[4:9]:    [-57 -59 -56 -52 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 103 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-85 -82 -81 -79 -82]
Recon[4:9]:    [-85 -82 -81 -79 -82]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 104 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-13 -11 -12 -11 -13]
Recon[4:9]:    [-13 -11 -12 -11 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 105 (NLMS Hamilton Beats (5min)):
Original[4:9]: [55 54 57 60 59]
Recon[4:9]:    [55 54 57 60 59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 106 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-23 -23 -20 -19 -20]
Recon[4:9]:    [-23 -23 -20 -19 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 107 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-72 -73 -79 -79 -78]
Recon[4:9]:    [-72 -73 -79 -79 -78]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 108 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-143 -144 -147 -148 -147]
Recon[4:9]:    [-143 -144 -147 -148 -147]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 109 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-110 -109 -110 -113 -117]
Recon[4:9]:    [-110 -109 -110 -113 -117]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 110 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-119 -119 -116 -116 -120]
Recon[4:9]:    [-119 -119 -116 -116 -120]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 111 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-101 -100 -102 -103 -106]
Recon[4:9]:    [-101 -100 -102 -103 -106]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 112 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-90 -93 -92 -90 -91]
Recon[4:9]:    [-90 -93 -92 -90 -91]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 113 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-106 -108 -106 -105 -104]
Recon[4:9]:    [-106 -108 -106 -105 -104]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 114 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-72 -71 -64 -62 -62]
Recon[4:9]:    [-72 -71 -64 -62 -62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 115 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-40 -40 -39 -39 -43]
Recon[4:9]:    [-40 -40 -39 -39 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 116 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-29 -28 -23 -25 -28]
Recon[4:9]:    [-29 -28 -23 -25 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 117 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-36 -32 -29 -31 -33]
Recon[4:9]:    [-36 -32 -29 -31 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 118 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-10  -9  -8  -5  -4]
Recon[4:9]:    [-10  -9  -8  -5  -4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 119 (NLMS Hamilton Beats (5min)):
Original[4:9]: [112 111 105 108 111]
Recon[4:9]:    [112 111 105 108 111]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 120 (NLMS Hamilton Beats (5min)):
Original[4:9]: [86 88 88 82 80]
Recon[4:9]:    [86 88 88 82 80]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 121 (NLMS Hamilton Beats (5min)):
Original[4:9]: [6 9 8 4 0]
Recon[4:9]:    [6 9 8 4 0]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 122 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-84 -82 -79 -75 -79]
Recon[4:9]:    [-84 -82 -79 -75 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 123 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-89 -88 -86 -86 -87]
Recon[4:9]:    [-89 -88 -86 -86 -87]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 124 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-146 -146 -142 -140 -144]
Recon[4:9]:    [-146 -146 -142 -140 -144]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 125 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-128 -128 -124 -129 -130]
Recon[4:9]:    [-128 -128 -124 -129 -130]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 126 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-112 -113 -113 -114 -110]
Recon[4:9]:    [-112 -113 -113 -114 -110]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 127 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-74 -72 -68 -70 -71]
Recon[4:9]:    [-74 -72 -68 -70 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 128 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-43 -44 -48 -49 -46]
Recon[4:9]:    [-43 -44 -48 -49 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 129 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-74 -72 -71 -71 -73]
Recon[4:9]:    [-74 -72 -71 -71 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 130 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-42 -41 -39 -37 -37]
Recon[4:9]:    [-42 -41 -39 -37 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 131 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-35 -38 -35 -29 -28]
Recon[4:9]:    [-35 -38 -35 -29 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 132 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-44 -48 -47 -48 -47]
Recon[4:9]:    [-44 -48 -47 -48 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 133 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-15 -15 -18 -22 -21]
Recon[4:9]:    [-15 -15 -18 -22 -21]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 134 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-23 -22 -23 -19 -20]
Recon[4:9]:    [-23 -22 -23 -19 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 135 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-16 -19 -20 -17 -15]
Recon[4:9]:    [-16 -19 -20 -17 -15]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 136 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-35 -35 -30 -29 -25]
Recon[4:9]:    [-35 -35 -30 -29 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 137 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-25 -28 -35 -34 -32]
Recon[4:9]:    [-25 -28 -35 -34 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 138 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-14 -16 -20 -18 -19]
Recon[4:9]:    [-14 -16 -20 -18 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 139 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-44 -46 -40 -39 -43]
Recon[4:9]:    [-44 -46 -40 -39 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 140 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-49 -53 -54 -54 -51]
Recon[4:9]:    [-49 -53 -54 -54 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 141 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-63 -62 -58 -56 -60]
Recon[4:9]:    [-63 -62 -58 -56 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 142 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-12 -11 -11 -16 -14]
Recon[4:9]:    [-12 -11 -11 -16 -14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 143 (NLMS Hamilton Beats (5min)):
Original[4:9]: [11 15 15 13 11]
Recon[4:9]:    [11 15 15 13 11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 144 (NLMS Hamilton Beats (5min)):
Original[4:9]: [18 16 17 13 12]
Recon[4:9]:    [18 16 17 13 12]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 145 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-27 -30 -31 -25 -22]
Recon[4:9]:    [-27 -30 -31 -25 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 146 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-17 -17 -14 -10  -6]
Recon[4:9]:    [-17 -17 -14 -10  -6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 147 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-42 -44 -46 -45 -48]
Recon[4:9]:    [-42 -44 -46 -45 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 148 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ 3  5  1 -1  2]
Recon[4:9]:    [ 3  5  1 -1  2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 149 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-26 -17 -15 -16 -16]
Recon[4:9]:    [-26 -17 -15 -16 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 150 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-36 -34 -35 -38 -38]
Recon[4:9]:    [-36 -34 -35 -38 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 151 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-98 -99 -93 -91 -92]
Recon[4:9]:    [-98 -99 -93 -91 -92]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 152 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-58 -62 -63 -58 -64]
Recon[4:9]:    [-58 -62 -63 -58 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 153 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-97 -93 -92 -89 -91]
Recon[4:9]:    [-97 -93 -92 -89 -91]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 154 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-75 -77 -79 -77 -75]
Recon[4:9]:    [-75 -77 -79 -77 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 155 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-66 -69 -72 -75 -71]
Recon[4:9]:    [-66 -69 -72 -75 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 156 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-36 -34 -36 -37 -37]
Recon[4:9]:    [-36 -34 -36 -37 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 157 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-12 -12  -9 -10 -11]
Recon[4:9]:    [-12 -12  -9 -10 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 158 (NLMS Hamilton Beats (5min)):
Original[4:9]: [4 9 9 7 6]
Recon[4:9]:    [4 9 9 7 6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 159 (NLMS Hamilton Beats (5min)):
Original[4:9]: [12 16 13 10  9]
Recon[4:9]:    [12 16 13 10  9]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 160 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-13 -14 -18 -22 -20]
Recon[4:9]:    [-13 -14 -18 -22 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 161 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-32 -33 -29 -26 -28]
Recon[4:9]:    [-32 -33 -29 -26 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 162 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-18 -15 -12 -15 -14]
Recon[4:9]:    [-18 -15 -12 -15 -14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 163 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-28 -26 -24 -26 -31]
Recon[4:9]:    [-28 -26 -24 -26 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 164 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-43 -45 -48 -49 -53]
Recon[4:9]:    [-43 -45 -48 -49 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 165 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-60 -58 -51 -52 -54]
Recon[4:9]:    [-60 -58 -51 -52 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 166 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-68 -66 -68 -69 -71]
Recon[4:9]:    [-68 -66 -68 -69 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 167 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-55 -57 -57 -58 -57]
Recon[4:9]:    [-55 -57 -57 -58 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 168 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-55 -55 -54 -54 -54]
Recon[4:9]:    [-55 -55 -54 -54 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 169 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -53 -54 -55 -58]
Recon[4:9]:    [-56 -53 -54 -55 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 170 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-61 -61 -57 -53 -59]
Recon[4:9]:    [-61 -61 -57 -53 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 171 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-70 -66 -64 -66 -69]
Recon[4:9]:    [-70 -66 -64 -66 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 172 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-39 -39 -40 -41 -38]
Recon[4:9]:    [-39 -39 -40 -41 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 173 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-53 -58 -59 -58 -54]
Recon[4:9]:    [-53 -58 -59 -58 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 174 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -54 -57 -53 -55]
Recon[4:9]:    [-59 -54 -57 -53 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 175 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -53 -50 -52 -57]
Recon[4:9]:    [-57 -53 -50 -52 -57]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 176 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-33 -29 -30 -27 -28]
Recon[4:9]:    [-33 -29 -30 -27 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 177 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-28 -28 -27 -25 -26]
Recon[4:9]:    [-28 -28 -27 -25 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 178 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-32 -37 -41 -36 -33]
Recon[4:9]:    [-32 -37 -41 -36 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 179 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-49 -51 -52 -47 -45]
Recon[4:9]:    [-49 -51 -52 -47 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 180 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-75 -74 -71 -71 -73]
Recon[4:9]:    [-75 -74 -71 -71 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 181 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-52 -50 -51 -55 -55]
Recon[4:9]:    [-52 -50 -51 -55 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 182 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-80 -77 -73 -73 -82]
Recon[4:9]:    [-80 -77 -73 -73 -82]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 183 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-47 -49 -52 -52 -48]
Recon[4:9]:    [-47 -49 -52 -52 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 184 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-46 -42 -40 -43 -46]
Recon[4:9]:    [-46 -42 -40 -43 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 185 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-24 -30 -27 -24 -22]
Recon[4:9]:    [-24 -30 -27 -24 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 186 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-26 -27 -23 -18 -19]
Recon[4:9]:    [-26 -27 -23 -18 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 187 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-33 -29 -26 -28 -31]
Recon[4:9]:    [-33 -29 -26 -28 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 188 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-68 -63 -66 -66 -69]
Recon[4:9]:    [-68 -63 -66 -66 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 189 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-33 -31 -32 -27 -26]
Recon[4:9]:    [-33 -31 -32 -27 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 190 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -54 -48 -47 -49]
Recon[4:9]:    [-57 -54 -48 -47 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 191 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-33 -37 -35 -34 -29]
Recon[4:9]:    [-33 -37 -35 -34 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 192 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-23 -26 -27 -24 -24]
Recon[4:9]:    [-23 -26 -27 -24 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 193 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-20 -19 -17 -20 -19]
Recon[4:9]:    [-20 -19 -17 -20 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 194 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-76 -76 -77 -78 -79]
Recon[4:9]:    [-76 -76 -77 -78 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 195 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-24 -20 -21 -27 -28]
Recon[4:9]:    [-24 -20 -21 -27 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 196 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-27 -30 -34 -32 -24]
Recon[4:9]:    [-27 -30 -34 -32 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 197 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-29 -29 -32 -30 -29]
Recon[4:9]:    [-29 -29 -32 -30 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 198 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-26 -28 -31 -32 -30]
Recon[4:9]:    [-26 -28 -31 -32 -30]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 199 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-34 -36 -38 -36 -33]
Recon[4:9]:    [-34 -36 -38 -36 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 200 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-31 -32 -28 -27 -29]
Recon[4:9]:    [-31 -32 -28 -27 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 201 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-23 -25 -29 -29 -26]
Recon[4:9]:    [-23 -25 -29 -29 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 202 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -55 -50 -49 -51]
Recon[4:9]:    [-56 -55 -50 -49 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 203 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-46 -45 -41 -40 -42]
Recon[4:9]:    [-46 -45 -41 -40 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 204 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-31 -27 -29 -29 -22]
Recon[4:9]:    [-31 -27 -29 -29 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 205 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-35 -44 -46 -46 -41]
Recon[4:9]:    [-35 -44 -46 -46 -41]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 206 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ 15   3  -5 -10 -19]
Recon[4:9]:    [ 15   3  -5 -10 -19]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 207 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-26 -18 -17 -23 -29]
Recon[4:9]:    [-26 -18 -17 -23 -29]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 208 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-33 -29 -31 -33 -37]
Recon[4:9]:    [-33 -29 -31 -33 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 209 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-39 -38 -41 -43 -40]
Recon[4:9]:    [-39 -38 -41 -43 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 210 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-48 -49 -49 -48 -46]
Recon[4:9]:    [-48 -49 -49 -48 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 211 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-69 -71 -69 -69 -72]
Recon[4:9]:    [-69 -71 -69 -69 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 212 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-41 -44 -44 -42 -42]
Recon[4:9]:    [-41 -44 -44 -42 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 213 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-37 -35 -35 -29 -34]
Recon[4:9]:    [-37 -35 -35 -29 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 214 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-32 -31 -37 -36 -35]
Recon[4:9]:    [-32 -31 -37 -36 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 215 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-50 -51 -55 -58 -58]
Recon[4:9]:    [-50 -51 -55 -58 -58]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 216 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -52 -51 -50 -55]
Recon[4:9]:    [-56 -52 -51 -50 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 217 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-70 -75 -77 -74 -71]
Recon[4:9]:    [-70 -75 -77 -74 -71]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 218 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-42 -40 -44 -46 -42]
Recon[4:9]:    [-42 -40 -44 -46 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 219 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-35 -36 -39 -40 -38]
Recon[4:9]:    [-35 -36 -39 -40 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 220 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-28 -26 -23 -25 -27]
Recon[4:9]:    [-28 -26 -23 -25 -27]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 221 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -57 -61 -65 -63]
Recon[4:9]:    [-56 -57 -61 -65 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 222 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-87 -86 -84 -82 -84]
Recon[4:9]:    [-87 -86 -84 -82 -84]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 223 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-13 -20 -22 -17 -16]
Recon[4:9]:    [-13 -20 -22 -17 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 224 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-20 -20 -23 -24 -22]
Recon[4:9]:    [-20 -20 -23 -24 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 225 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-33 -33 -34 -32 -33]
Recon[4:9]:    [-33 -33 -34 -32 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 226 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-18 -14 -13 -11 -11]
Recon[4:9]:    [-18 -14 -13 -11 -11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 227 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-22 -27 -25 -24 -22]
Recon[4:9]:    [-22 -27 -25 -24 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 228 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-92 -89 -89 -84 -86]
Recon[4:9]:    [-92 -89 -89 -84 -86]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 229 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-73 -75 -78 -76 -73]
Recon[4:9]:    [-73 -75 -78 -76 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 230 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-52 -48 -50 -51 -53]
Recon[4:9]:    [-52 -48 -50 -51 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 231 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -56 -57 -61 -60]
Recon[4:9]:    [-57 -56 -57 -61 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 232 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-82 -80 -79 -80 -79]
Recon[4:9]:    [-82 -80 -79 -80 -79]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 233 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-97 -93 -95 -90 -91]
Recon[4:9]:    [-97 -93 -95 -90 -91]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 234 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-84 -87 -87 -85 -82]
Recon[4:9]:    [-84 -87 -87 -85 -82]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 235 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-72 -68 -68 -71 -76]
Recon[4:9]:    [-72 -68 -68 -71 -76]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 236 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-78 -78 -72 -71 -73]
Recon[4:9]:    [-78 -78 -72 -71 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 237 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-37 -32 -30 -31 -34]
Recon[4:9]:    [-37 -32 -30 -31 -34]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 238 (NLMS Hamilton Beats (5min)):
Original[4:9]: [46 49 48 45 42]
Recon[4:9]:    [46 49 48 45 42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 239 (NLMS Hamilton Beats (5min)):
Original[4:9]: [49 50 48 44 47]
Recon[4:9]:    [49 50 48 44 47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 240 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-19 -20 -22 -22 -20]
Recon[4:9]:    [-19 -20 -22 -22 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 241 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-78 -75 -71 -70 -72]
Recon[4:9]:    [-78 -75 -71 -70 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 242 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-107 -107 -103 -104 -109]
Recon[4:9]:    [-107 -107 -103 -104 -109]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 243 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-168 -167 -166 -165 -164]
Recon[4:9]:    [-168 -167 -166 -165 -164]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 244 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-104  -99  -93  -95  -94]
Recon[4:9]:    [-104  -99  -93  -95  -94]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 245 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-77 -75 -75 -73 -77]
Recon[4:9]:    [-77 -75 -75 -73 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 246 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-52 -50 -48 -50 -53]
Recon[4:9]:    [-52 -50 -48 -50 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 247 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-38 -39 -37 -35 -37]
Recon[4:9]:    [-38 -39 -37 -35 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 248 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-53 -52 -50 -53 -54]
Recon[4:9]:    [-53 -52 -50 -53 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 249 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-81 -81 -85 -89 -90]
Recon[4:9]:    [-81 -81 -85 -89 -90]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 250 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-95 -94 -92 -92 -91]
Recon[4:9]:    [-95 -94 -92 -92 -91]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 251 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-5 -8 -8 -3 -1]
Recon[4:9]:    [-5 -8 -8 -3 -1]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 252 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-7 -4 -6 -2 -4]
Recon[4:9]:    [-7 -4 -6 -2 -4]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 253 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-2 -1 -6 -9 -6]
Recon[4:9]:    [-2 -1 -6 -9 -6]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 254 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-41 -42 -42 -46 -48]
Recon[4:9]:    [-41 -42 -42 -46 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 255 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-21 -17 -18 -20 -22]
Recon[4:9]:    [-21 -17 -18 -20 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 256 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-35 -33 -35 -35 -40]
Recon[4:9]:    [-35 -33 -35 -35 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 257 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-16 -20 -23 -25 -23]
Recon[4:9]:    [-16 -20 -23 -25 -23]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 258 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-19 -18 -17 -19 -24]
Recon[4:9]:    [-19 -18 -17 -19 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 259 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-36 -33 -31 -28 -28]
Recon[4:9]:    [-36 -33 -31 -28 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 260 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-55 -56 -58 -60 -60]
Recon[4:9]:    [-55 -56 -58 -60 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 261 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -53 -52 -50 -51]
Recon[4:9]:    [-56 -53 -52 -50 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 262 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-41 -43 -45 -46 -47]
Recon[4:9]:    [-41 -43 -45 -46 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 263 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-49 -55 -57 -58 -55]
Recon[4:9]:    [-49 -55 -57 -58 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 264 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-15 -21 -22 -22 -20]
Recon[4:9]:    [-15 -21 -22 -22 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 265 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-62 -59 -63 -67 -67]
Recon[4:9]:    [-62 -59 -63 -67 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 266 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-62 -66 -60 -57 -59]
Recon[4:9]:    [-62 -66 -60 -57 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 267 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-68 -66 -65 -70 -70]
Recon[4:9]:    [-68 -66 -65 -70 -70]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 268 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-44 -47 -50 -50 -51]
Recon[4:9]:    [-44 -47 -50 -50 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 269 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-56 -57 -56 -50 -51]
Recon[4:9]:    [-56 -57 -56 -50 -51]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 270 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-55 -56 -57 -54 -54]
Recon[4:9]:    [-55 -56 -57 -54 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 271 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-45 -47 -46 -47 -44]
Recon[4:9]:    [-45 -47 -46 -47 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 272 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-42 -44 -49 -49 -52]
Recon[4:9]:    [-42 -44 -49 -49 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 273 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-77 -75 -74 -71 -73]
Recon[4:9]:    [-77 -75 -74 -71 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 274 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-92 -97 -96 -95 -93]
Recon[4:9]:    [-92 -97 -96 -95 -93]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 275 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-86 -83 -83 -84 -85]
Recon[4:9]:    [-86 -83 -83 -84 -85]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 276 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-43 -47 -48 -51 -49]
Recon[4:9]:    [-43 -47 -48 -51 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 277 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-86 -85 -82 -83 -85]
Recon[4:9]:    [-86 -85 -82 -83 -85]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 278 (NLMS Hamilton Beats (5min)):
Original[4:9]: [13  7  3  6 11]
Recon[4:9]:    [13  7  3  6 11]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 279 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-17 -21 -19 -13  -7]
Recon[4:9]:    [-17 -21 -19 -13  -7]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 280 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-35 -41 -47 -46 -43]
Recon[4:9]:    [-35 -41 -47 -46 -43]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 281 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ 16   7 -10 -28 -44]
Recon[4:9]:    [ 16   7 -10 -28 -44]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 282 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-48 -45 -44 -43 -46]
Recon[4:9]:    [-48 -45 -44 -43 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 283 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-4 -3 -1 -8 -9]
Recon[4:9]:    [-4 -3 -1 -8 -9]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 284 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ 3  2 -5 -3 -2]
Recon[4:9]:    [ 3  2 -5 -3 -2]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 285 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -7 -10 -11 -15 -16]
Recon[4:9]:    [ -7 -10 -11 -15 -16]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 286 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-19 -23 -22 -21 -20]
Recon[4:9]:    [-19 -23 -22 -21 -20]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 287 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-63 -67 -70 -68 -66]
Recon[4:9]:    [-63 -67 -70 -68 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 288 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-39 -35 -38 -37 -37]
Recon[4:9]:    [-39 -35 -38 -37 -37]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 289 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-22 -24 -29 -26 -25]
Recon[4:9]:    [-22 -24 -29 -26 -25]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 290 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-51 -49 -48 -53 -56]
Recon[4:9]:    [-51 -49 -48 -53 -56]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 291 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-53 -54 -55 -52 -50]
Recon[4:9]:    [-53 -54 -55 -52 -50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 292 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-51 -50 -50 -48 -47]
Recon[4:9]:    [-51 -50 -50 -48 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 293 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-64 -65 -66 -63 -60]
Recon[4:9]:    [-64 -65 -66 -63 -60]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 294 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-88 -87 -87 -86 -91]
Recon[4:9]:    [-88 -87 -87 -86 -91]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 295 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-35 -35 -37 -42 -40]
Recon[4:9]:    [-35 -35 -37 -42 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 296 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-68 -67 -67 -66 -64]
Recon[4:9]:    [-68 -67 -67 -66 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 297 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-50 -47 -45 -39 -38]
Recon[4:9]:    [-50 -47 -45 -39 -38]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 298 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-48 -47 -49 -51 -53]
Recon[4:9]:    [-48 -47 -49 -51 -53]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 299 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-51 -52 -57 -58 -59]
Recon[4:9]:    [-51 -52 -57 -58 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 300 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-74 -77 -79 -77 -73]
Recon[4:9]:    [-74 -77 -79 -77 -73]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 301 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ 0 -5 -6 -3 -1]
Recon[4:9]:    [ 0 -5 -6 -3 -1]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 302 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-15 -18 -17 -14 -13]
Recon[4:9]:    [-15 -18 -17 -14 -13]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 303 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-72 -69 -73 -72 -75]
Recon[4:9]:    [-72 -69 -73 -72 -75]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 304 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-37 -36 -35 -33 -35]
Recon[4:9]:    [-37 -36 -35 -33 -35]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 305 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-57 -59 -59 -60 -55]
Recon[4:9]:    [-57 -59 -59 -60 -55]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 306 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-85 -86 -88 -93 -94]
Recon[4:9]:    [-85 -86 -88 -93 -94]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 307 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-79 -78 -78 -74 -72]
Recon[4:9]:    [-79 -78 -78 -74 -72]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 308 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-63 -68 -65 -65 -63]
Recon[4:9]:    [-63 -68 -65 -65 -63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 309 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-60 -61 -59 -58 -59]
Recon[4:9]:    [-60 -61 -59 -58 -59]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 310 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-62 -61 -63 -67 -65]
Recon[4:9]:    [-62 -61 -63 -67 -65]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 311 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-62 -64 -66 -68 -64]
Recon[4:9]:    [-62 -64 -66 -68 -64]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 312 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-59 -62 -58 -59 -54]
Recon[4:9]:    [-59 -62 -58 -59 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 313 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-39 -40 -39 -39 -36]
Recon[4:9]:    [-39 -40 -39 -39 -36]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 314 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-37 -36 -35 -35 -32]
Recon[4:9]:    [-37 -36 -35 -35 -32]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 315 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-25 -23 -21 -22 -26]
Recon[4:9]:    [-25 -23 -21 -22 -26]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 316 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-42 -40 -44 -44 -47]
Recon[4:9]:    [-42 -40 -44 -44 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 317 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-80 -78 -81 -78 -77]
Recon[4:9]:    [-80 -78 -81 -78 -77]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 318 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-50 -54 -50 -48 -45]
Recon[4:9]:    [-50 -54 -50 -48 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 319 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-48 -47 -46 -45 -45]
Recon[4:9]:    [-48 -47 -46 -45 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 320 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-69 -68 -67 -69 -68]
Recon[4:9]:    [-69 -68 -67 -69 -68]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 321 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-51 -50 -47 -44 -45]
Recon[4:9]:    [-51 -50 -47 -44 -45]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 322 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-24 -20 -16 -18 -22]
Recon[4:9]:    [-24 -20 -16 -18 -22]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 323 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-52 -50 -50 -48 -46]
Recon[4:9]:    [-52 -50 -50 -48 -46]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 324 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-63 -61 -56 -53 -54]
Recon[4:9]:    [-63 -61 -56 -53 -54]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 325 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-102 -102 -101  -97 -102]
Recon[4:9]:    [-102 -102 -101  -97 -102]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 326 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-46 -46 -48 -50 -49]
Recon[4:9]:    [-46 -46 -48 -50 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 327 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -97  -96 -101 -105 -105]
Recon[4:9]:    [ -97  -96 -101 -105 -105]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 328 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-33 -29 -28 -30 -31]
Recon[4:9]:    [-33 -29 -28 -30 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 329 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-50 -50 -45 -48 -48]
Recon[4:9]:    [-50 -50 -45 -48 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 330 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-62 -64 -65 -62 -61]
Recon[4:9]:    [-62 -64 -65 -62 -61]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 331 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-86 -84 -81 -81 -82]
Recon[4:9]:    [-86 -84 -81 -81 -82]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 332 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-128 -128 -130 -127 -124]
Recon[4:9]:    [-128 -128 -130 -127 -124]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 333 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-71 -75 -73 -73 -69]
Recon[4:9]:    [-71 -75 -73 -73 -69]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 334 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-58 -66 -63 -67 -67]
Recon[4:9]:    [-58 -66 -63 -67 -67]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 335 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-49 -55 -53 -54 -52]
Recon[4:9]:    [-49 -55 -53 -54 -52]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 336 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-48 -50 -45 -43 -42]
Recon[4:9]:    [-48 -50 -45 -43 -42]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 337 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-45 -41 -41 -45 -48]
Recon[4:9]:    [-45 -41 -41 -45 -48]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 338 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-70 -64 -60 -61 -66]
Recon[4:9]:    [-70 -64 -60 -61 -66]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 339 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-30 -29 -27 -27 -28]
Recon[4:9]:    [-30 -29 -27 -27 -28]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 340 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-50 -52 -50 -48 -49]
Recon[4:9]:    [-50 -52 -50 -48 -49]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 341 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-120 -121 -117 -116 -117]
Recon[4:9]:    [-120 -121 -117 -116 -117]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 342 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-37 -40 -42 -42 -40]
Recon[4:9]:    [-37 -40 -42 -42 -40]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 343 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-33 -30 -29 -27 -31]
Recon[4:9]:    [-33 -30 -29 -27 -31]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 344 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-10 -11 -10 -13 -14]
Recon[4:9]:    [-10 -11 -10 -13 -14]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 345 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-41 -37 -36 -36 -39]
Recon[4:9]:    [-41 -37 -36 -36 -39]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 346 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-4 -8 -9 -8 -8]
Recon[4:9]:    [-4 -8 -9 -8 -8]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 347 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-22 -21 -20 -21 -24]
Recon[4:9]:    [-22 -21 -20 -21 -24]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- NLMS Hamilton Beats (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added NLMS results for Hamilton Beats: CR Rice=1.630, CR Huff=1.706, mean L2=25.14495
Best params for GASS Hamilton Beats (10s): {'order': 4, 'mu': 1e-07, 'rho': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (GASS Hamilton Beats (5min)):
Original[4:9]: [-7 -7 -7 -7 -7]
Recon[4:9]:    [-7 -7 -7 -7 -7]
Raw difference: [0 0 0 0 0]
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DEBUG Segment 1 (GASS Hamilton Beats (5min)):
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DEBUG Segment 2 (GASS Hamilton Beats (5min)):
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DEBUG Segment 3 (GASS Hamilton Beats (5min)):
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DEBUG Segment 4 (GASS Hamilton Beats (5min)):
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DEBUG Segment 5 (GASS Hamilton Beats (5min)):
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DEBUG Segment 6 (GASS Hamilton Beats (5min)):
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DEBUG Segment 7 (GASS Hamilton Beats (5min)):
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DEBUG Segment 8 (GASS Hamilton Beats (5min)):
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DEBUG Segment 9 (GASS Hamilton Beats (5min)):
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DEBUG Segment 10 (GASS Hamilton Beats (5min)):
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DEBUG Segment 11 (GASS Hamilton Beats (5min)):
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DEBUG Segment 12 (GASS Hamilton Beats (5min)):
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DEBUG Segment 13 (GASS Hamilton Beats (5min)):
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DEBUG Segment 14 (GASS Hamilton Beats (5min)):
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DEBUG Segment 15 (GASS Hamilton Beats (5min)):
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DEBUG Segment 16 (GASS Hamilton Beats (5min)):
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DEBUG Segment 17 (GASS Hamilton Beats (5min)):
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DEBUG Segment 18 (GASS Hamilton Beats (5min)):
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DEBUG Segment 19 (GASS Hamilton Beats (5min)):
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DEBUG Segment 20 (GASS Hamilton Beats (5min)):
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DEBUG Segment 21 (GASS Hamilton Beats (5min)):
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DEBUG Segment 22 (GASS Hamilton Beats (5min)):
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DEBUG Segment 23 (GASS Hamilton Beats (5min)):
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DEBUG Segment 24 (GASS Hamilton Beats (5min)):
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DEBUG Segment 25 (GASS Hamilton Beats (5min)):
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DEBUG Segment 26 (GASS Hamilton Beats (5min)):
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DEBUG Segment 27 (GASS Hamilton Beats (5min)):
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DEBUG Segment 28 (GASS Hamilton Beats (5min)):
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DEBUG Segment 29 (GASS Hamilton Beats (5min)):
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DEBUG Segment 30 (GASS Hamilton Beats (5min)):
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DEBUG Segment 31 (GASS Hamilton Beats (5min)):
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DEBUG Segment 32 (GASS Hamilton Beats (5min)):
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DEBUG Segment 33 (GASS Hamilton Beats (5min)):
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DEBUG Segment 34 (GASS Hamilton Beats (5min)):
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DEBUG Segment 35 (GASS Hamilton Beats (5min)):
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DEBUG Segment 36 (GASS Hamilton Beats (5min)):
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DEBUG Segment 37 (GASS Hamilton Beats (5min)):
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DEBUG Segment 38 (GASS Hamilton Beats (5min)):
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DEBUG Segment 39 (GASS Hamilton Beats (5min)):
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DEBUG Segment 40 (GASS Hamilton Beats (5min)):
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DEBUG Segment 41 (GASS Hamilton Beats (5min)):
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DEBUG Segment 42 (GASS Hamilton Beats (5min)):
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DEBUG Segment 43 (GASS Hamilton Beats (5min)):
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DEBUG Segment 44 (GASS Hamilton Beats (5min)):
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DEBUG Segment 45 (GASS Hamilton Beats (5min)):
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DEBUG Segment 46 (GASS Hamilton Beats (5min)):
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DEBUG Segment 47 (GASS Hamilton Beats (5min)):
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DEBUG Segment 48 (GASS Hamilton Beats (5min)):
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DEBUG Segment 49 (GASS Hamilton Beats (5min)):
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DEBUG Segment 50 (GASS Hamilton Beats (5min)):
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DEBUG Segment 51 (GASS Hamilton Beats (5min)):
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DEBUG Segment 52 (GASS Hamilton Beats (5min)):
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DEBUG Segment 53 (GASS Hamilton Beats (5min)):
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DEBUG Segment 54 (GASS Hamilton Beats (5min)):
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DEBUG Segment 55 (GASS Hamilton Beats (5min)):
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DEBUG Segment 56 (GASS Hamilton Beats (5min)):
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DEBUG Segment 57 (GASS Hamilton Beats (5min)):
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DEBUG Segment 58 (GASS Hamilton Beats (5min)):
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DEBUG Segment 59 (GASS Hamilton Beats (5min)):
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DEBUG Segment 60 (GASS Hamilton Beats (5min)):
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DEBUG Segment 61 (GASS Hamilton Beats (5min)):
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DEBUG Segment 62 (GASS Hamilton Beats (5min)):
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DEBUG Segment 63 (GASS Hamilton Beats (5min)):
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DEBUG Segment 64 (GASS Hamilton Beats (5min)):
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DEBUG Segment 65 (GASS Hamilton Beats (5min)):
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DEBUG Segment 66 (GASS Hamilton Beats (5min)):
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DEBUG Segment 67 (GASS Hamilton Beats (5min)):
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DEBUG Segment 68 (GASS Hamilton Beats (5min)):
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DEBUG Segment 69 (GASS Hamilton Beats (5min)):
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DEBUG Segment 70 (GASS Hamilton Beats (5min)):
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DEBUG Segment 71 (GASS Hamilton Beats (5min)):
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DEBUG Segment 72 (GASS Hamilton Beats (5min)):
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DEBUG Segment 73 (GASS Hamilton Beats (5min)):
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DEBUG Segment 74 (GASS Hamilton Beats (5min)):
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DEBUG Segment 75 (GASS Hamilton Beats (5min)):
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DEBUG Segment 76 (GASS Hamilton Beats (5min)):
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DEBUG Segment 77 (GASS Hamilton Beats (5min)):
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DEBUG Segment 78 (GASS Hamilton Beats (5min)):
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DEBUG Segment 79 (GASS Hamilton Beats (5min)):
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DEBUG Segment 80 (GASS Hamilton Beats (5min)):
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DEBUG Segment 81 (GASS Hamilton Beats (5min)):
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DEBUG Segment 82 (GASS Hamilton Beats (5min)):
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DEBUG Segment 83 (GASS Hamilton Beats (5min)):
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DEBUG Segment 84 (GASS Hamilton Beats (5min)):
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DEBUG Segment 85 (GASS Hamilton Beats (5min)):
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DEBUG Segment 86 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 87 (GASS Hamilton Beats (5min)):
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DEBUG Segment 88 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 89 (GASS Hamilton Beats (5min)):
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DEBUG Segment 90 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 91 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 92 (GASS Hamilton Beats (5min)):
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DEBUG Segment 93 (GASS Hamilton Beats (5min)):
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DEBUG Segment 94 (GASS Hamilton Beats (5min)):
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DEBUG Segment 95 (GASS Hamilton Beats (5min)):
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DEBUG Segment 96 (GASS Hamilton Beats (5min)):
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DEBUG Segment 97 (GASS Hamilton Beats (5min)):
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DEBUG Segment 98 (GASS Hamilton Beats (5min)):
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DEBUG Segment 99 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 100 (GASS Hamilton Beats (5min)):
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DEBUG Segment 101 (GASS Hamilton Beats (5min)):
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DEBUG Segment 102 (GASS Hamilton Beats (5min)):
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DEBUG Segment 103 (GASS Hamilton Beats (5min)):
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DEBUG Segment 104 (GASS Hamilton Beats (5min)):
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DEBUG Segment 105 (GASS Hamilton Beats (5min)):
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DEBUG Segment 106 (GASS Hamilton Beats (5min)):
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DEBUG Segment 107 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 108 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 109 (GASS Hamilton Beats (5min)):
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DEBUG Segment 110 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 111 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 112 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 113 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 114 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 115 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 116 (GASS Hamilton Beats (5min)):
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DEBUG Segment 117 (GASS Hamilton Beats (5min)):
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DEBUG Segment 118 (GASS Hamilton Beats (5min)):
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DEBUG Segment 119 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 120 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 121 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 122 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 123 (GASS Hamilton Beats (5min)):
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DEBUG Segment 124 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 125 (GASS Hamilton Beats (5min)):
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DEBUG Segment 126 (GASS Hamilton Beats (5min)):
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DEBUG Segment 127 (GASS Hamilton Beats (5min)):
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DEBUG Segment 128 (GASS Hamilton Beats (5min)):
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DEBUG Segment 129 (GASS Hamilton Beats (5min)):
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DEBUG Segment 130 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 131 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 132 (GASS Hamilton Beats (5min)):
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DEBUG Segment 133 (GASS Hamilton Beats (5min)):
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DEBUG Segment 134 (GASS Hamilton Beats (5min)):
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DEBUG Segment 135 (GASS Hamilton Beats (5min)):
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DEBUG Segment 136 (GASS Hamilton Beats (5min)):
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DEBUG Segment 137 (GASS Hamilton Beats (5min)):
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DEBUG Segment 138 (GASS Hamilton Beats (5min)):
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DEBUG Segment 139 (GASS Hamilton Beats (5min)):
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DEBUG Segment 140 (GASS Hamilton Beats (5min)):
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DEBUG Segment 141 (GASS Hamilton Beats (5min)):
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DEBUG Segment 142 (GASS Hamilton Beats (5min)):
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DEBUG Segment 143 (GASS Hamilton Beats (5min)):
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DEBUG Segment 144 (GASS Hamilton Beats (5min)):
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DEBUG Segment 145 (GASS Hamilton Beats (5min)):
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DEBUG Segment 146 (GASS Hamilton Beats (5min)):
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DEBUG Segment 147 (GASS Hamilton Beats (5min)):
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DEBUG Segment 148 (GASS Hamilton Beats (5min)):
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DEBUG Segment 149 (GASS Hamilton Beats (5min)):
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DEBUG Segment 150 (GASS Hamilton Beats (5min)):
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DEBUG Segment 151 (GASS Hamilton Beats (5min)):
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DEBUG Segment 152 (GASS Hamilton Beats (5min)):
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DEBUG Segment 153 (GASS Hamilton Beats (5min)):
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DEBUG Segment 154 (GASS Hamilton Beats (5min)):
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DEBUG Segment 155 (GASS Hamilton Beats (5min)):
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DEBUG Segment 156 (GASS Hamilton Beats (5min)):
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DEBUG Segment 157 (GASS Hamilton Beats (5min)):
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DEBUG Segment 158 (GASS Hamilton Beats (5min)):
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DEBUG Segment 159 (GASS Hamilton Beats (5min)):
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DEBUG Segment 160 (GASS Hamilton Beats (5min)):
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DEBUG Segment 161 (GASS Hamilton Beats (5min)):
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DEBUG Segment 162 (GASS Hamilton Beats (5min)):
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DEBUG Segment 163 (GASS Hamilton Beats (5min)):
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DEBUG Segment 164 (GASS Hamilton Beats (5min)):
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DEBUG Segment 165 (GASS Hamilton Beats (5min)):
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DEBUG Segment 166 (GASS Hamilton Beats (5min)):
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DEBUG Segment 167 (GASS Hamilton Beats (5min)):
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DEBUG Segment 168 (GASS Hamilton Beats (5min)):
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DEBUG Segment 169 (GASS Hamilton Beats (5min)):
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DEBUG Segment 170 (GASS Hamilton Beats (5min)):
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DEBUG Segment 171 (GASS Hamilton Beats (5min)):
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DEBUG Segment 172 (GASS Hamilton Beats (5min)):
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DEBUG Segment 173 (GASS Hamilton Beats (5min)):
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DEBUG Segment 174 (GASS Hamilton Beats (5min)):
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DEBUG Segment 175 (GASS Hamilton Beats (5min)):
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DEBUG Segment 176 (GASS Hamilton Beats (5min)):
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DEBUG Segment 177 (GASS Hamilton Beats (5min)):
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DEBUG Segment 178 (GASS Hamilton Beats (5min)):
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DEBUG Segment 179 (GASS Hamilton Beats (5min)):
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DEBUG Segment 180 (GASS Hamilton Beats (5min)):
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DEBUG Segment 181 (GASS Hamilton Beats (5min)):
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DEBUG Segment 182 (GASS Hamilton Beats (5min)):
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DEBUG Segment 183 (GASS Hamilton Beats (5min)):
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DEBUG Segment 184 (GASS Hamilton Beats (5min)):
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DEBUG Segment 185 (GASS Hamilton Beats (5min)):
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DEBUG Segment 186 (GASS Hamilton Beats (5min)):
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DEBUG Segment 187 (GASS Hamilton Beats (5min)):
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DEBUG Segment 188 (GASS Hamilton Beats (5min)):
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DEBUG Segment 189 (GASS Hamilton Beats (5min)):
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DEBUG Segment 190 (GASS Hamilton Beats (5min)):
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DEBUG Segment 191 (GASS Hamilton Beats (5min)):
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DEBUG Segment 192 (GASS Hamilton Beats (5min)):
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DEBUG Segment 193 (GASS Hamilton Beats (5min)):
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DEBUG Segment 194 (GASS Hamilton Beats (5min)):
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DEBUG Segment 195 (GASS Hamilton Beats (5min)):
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DEBUG Segment 196 (GASS Hamilton Beats (5min)):
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DEBUG Segment 197 (GASS Hamilton Beats (5min)):
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DEBUG Segment 198 (GASS Hamilton Beats (5min)):
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DEBUG Segment 199 (GASS Hamilton Beats (5min)):
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DEBUG Segment 200 (GASS Hamilton Beats (5min)):
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DEBUG Segment 201 (GASS Hamilton Beats (5min)):
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DEBUG Segment 202 (GASS Hamilton Beats (5min)):
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DEBUG Segment 203 (GASS Hamilton Beats (5min)):
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DEBUG Segment 204 (GASS Hamilton Beats (5min)):
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DEBUG Segment 205 (GASS Hamilton Beats (5min)):
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DEBUG Segment 206 (GASS Hamilton Beats (5min)):
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DEBUG Segment 207 (GASS Hamilton Beats (5min)):
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DEBUG Segment 208 (GASS Hamilton Beats (5min)):
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DEBUG Segment 209 (GASS Hamilton Beats (5min)):
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DEBUG Segment 210 (GASS Hamilton Beats (5min)):
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DEBUG Segment 211 (GASS Hamilton Beats (5min)):
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DEBUG Segment 212 (GASS Hamilton Beats (5min)):
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DEBUG Segment 213 (GASS Hamilton Beats (5min)):
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DEBUG Segment 214 (GASS Hamilton Beats (5min)):
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DEBUG Segment 215 (GASS Hamilton Beats (5min)):
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DEBUG Segment 216 (GASS Hamilton Beats (5min)):
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DEBUG Segment 217 (GASS Hamilton Beats (5min)):
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DEBUG Segment 218 (GASS Hamilton Beats (5min)):
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DEBUG Segment 219 (GASS Hamilton Beats (5min)):
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DEBUG Segment 220 (GASS Hamilton Beats (5min)):
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DEBUG Segment 221 (GASS Hamilton Beats (5min)):
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DEBUG Segment 222 (GASS Hamilton Beats (5min)):
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DEBUG Segment 223 (GASS Hamilton Beats (5min)):
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DEBUG Segment 224 (GASS Hamilton Beats (5min)):
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DEBUG Segment 225 (GASS Hamilton Beats (5min)):
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DEBUG Segment 226 (GASS Hamilton Beats (5min)):
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DEBUG Segment 227 (GASS Hamilton Beats (5min)):
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DEBUG Segment 228 (GASS Hamilton Beats (5min)):
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DEBUG Segment 229 (GASS Hamilton Beats (5min)):
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DEBUG Segment 230 (GASS Hamilton Beats (5min)):
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DEBUG Segment 231 (GASS Hamilton Beats (5min)):
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DEBUG Segment 232 (GASS Hamilton Beats (5min)):
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DEBUG Segment 233 (GASS Hamilton Beats (5min)):
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DEBUG Segment 234 (GASS Hamilton Beats (5min)):
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DEBUG Segment 235 (GASS Hamilton Beats (5min)):
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DEBUG Segment 236 (GASS Hamilton Beats (5min)):
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DEBUG Segment 237 (GASS Hamilton Beats (5min)):
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DEBUG Segment 238 (GASS Hamilton Beats (5min)):
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DEBUG Segment 239 (GASS Hamilton Beats (5min)):
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DEBUG Segment 240 (GASS Hamilton Beats (5min)):
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DEBUG Segment 241 (GASS Hamilton Beats (5min)):
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DEBUG Segment 242 (GASS Hamilton Beats (5min)):
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DEBUG Segment 243 (GASS Hamilton Beats (5min)):
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DEBUG Segment 244 (GASS Hamilton Beats (5min)):
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DEBUG Segment 245 (GASS Hamilton Beats (5min)):
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DEBUG Segment 246 (GASS Hamilton Beats (5min)):
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DEBUG Segment 247 (GASS Hamilton Beats (5min)):
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DEBUG Segment 248 (GASS Hamilton Beats (5min)):
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DEBUG Segment 249 (GASS Hamilton Beats (5min)):
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DEBUG Segment 250 (GASS Hamilton Beats (5min)):
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DEBUG Segment 251 (GASS Hamilton Beats (5min)):
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DEBUG Segment 252 (GASS Hamilton Beats (5min)):
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DEBUG Segment 253 (GASS Hamilton Beats (5min)):
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DEBUG Segment 254 (GASS Hamilton Beats (5min)):
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DEBUG Segment 255 (GASS Hamilton Beats (5min)):
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DEBUG Segment 256 (GASS Hamilton Beats (5min)):
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DEBUG Segment 257 (GASS Hamilton Beats (5min)):
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DEBUG Segment 258 (GASS Hamilton Beats (5min)):
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DEBUG Segment 259 (GASS Hamilton Beats (5min)):
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DEBUG Segment 260 (GASS Hamilton Beats (5min)):
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DEBUG Segment 261 (GASS Hamilton Beats (5min)):
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DEBUG Segment 262 (GASS Hamilton Beats (5min)):
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DEBUG Segment 263 (GASS Hamilton Beats (5min)):
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DEBUG Segment 264 (GASS Hamilton Beats (5min)):
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DEBUG Segment 265 (GASS Hamilton Beats (5min)):
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DEBUG Segment 266 (GASS Hamilton Beats (5min)):
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DEBUG Segment 267 (GASS Hamilton Beats (5min)):
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DEBUG Segment 268 (GASS Hamilton Beats (5min)):
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DEBUG Segment 269 (GASS Hamilton Beats (5min)):
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DEBUG Segment 270 (GASS Hamilton Beats (5min)):
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DEBUG Segment 271 (GASS Hamilton Beats (5min)):
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DEBUG Segment 272 (GASS Hamilton Beats (5min)):
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DEBUG Segment 273 (GASS Hamilton Beats (5min)):
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DEBUG Segment 274 (GASS Hamilton Beats (5min)):
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DEBUG Segment 275 (GASS Hamilton Beats (5min)):
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DEBUG Segment 276 (GASS Hamilton Beats (5min)):
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DEBUG Segment 277 (GASS Hamilton Beats (5min)):
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DEBUG Segment 278 (GASS Hamilton Beats (5min)):
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DEBUG Segment 279 (GASS Hamilton Beats (5min)):
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DEBUG Segment 280 (GASS Hamilton Beats (5min)):
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DEBUG Segment 281 (GASS Hamilton Beats (5min)):
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DEBUG Segment 282 (GASS Hamilton Beats (5min)):
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DEBUG Segment 283 (GASS Hamilton Beats (5min)):
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DEBUG Segment 284 (GASS Hamilton Beats (5min)):
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DEBUG Segment 285 (GASS Hamilton Beats (5min)):
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DEBUG Segment 286 (GASS Hamilton Beats (5min)):
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DEBUG Segment 287 (GASS Hamilton Beats (5min)):
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DEBUG Segment 288 (GASS Hamilton Beats (5min)):
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DEBUG Segment 289 (GASS Hamilton Beats (5min)):
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DEBUG Segment 290 (GASS Hamilton Beats (5min)):
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DEBUG Segment 291 (GASS Hamilton Beats (5min)):
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DEBUG Segment 292 (GASS Hamilton Beats (5min)):
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DEBUG Segment 293 (GASS Hamilton Beats (5min)):
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DEBUG Segment 294 (GASS Hamilton Beats (5min)):
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DEBUG Segment 295 (GASS Hamilton Beats (5min)):
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DEBUG Segment 296 (GASS Hamilton Beats (5min)):
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DEBUG Segment 297 (GASS Hamilton Beats (5min)):
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DEBUG Segment 298 (GASS Hamilton Beats (5min)):
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DEBUG Segment 299 (GASS Hamilton Beats (5min)):
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DEBUG Segment 300 (GASS Hamilton Beats (5min)):
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DEBUG Segment 301 (GASS Hamilton Beats (5min)):
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DEBUG Segment 302 (GASS Hamilton Beats (5min)):
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DEBUG Segment 303 (GASS Hamilton Beats (5min)):
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DEBUG Segment 304 (GASS Hamilton Beats (5min)):
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DEBUG Segment 305 (GASS Hamilton Beats (5min)):
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DEBUG Segment 306 (GASS Hamilton Beats (5min)):
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DEBUG Segment 307 (GASS Hamilton Beats (5min)):
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DEBUG Segment 308 (GASS Hamilton Beats (5min)):
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DEBUG Segment 309 (GASS Hamilton Beats (5min)):
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DEBUG Segment 310 (GASS Hamilton Beats (5min)):
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DEBUG Segment 311 (GASS Hamilton Beats (5min)):
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DEBUG Segment 312 (GASS Hamilton Beats (5min)):
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DEBUG Segment 313 (GASS Hamilton Beats (5min)):
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DEBUG Segment 314 (GASS Hamilton Beats (5min)):
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DEBUG Segment 315 (GASS Hamilton Beats (5min)):
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DEBUG Segment 316 (GASS Hamilton Beats (5min)):
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DEBUG Segment 317 (GASS Hamilton Beats (5min)):
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DEBUG Segment 318 (GASS Hamilton Beats (5min)):
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DEBUG Segment 319 (GASS Hamilton Beats (5min)):
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DEBUG Segment 320 (GASS Hamilton Beats (5min)):
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DEBUG Segment 321 (GASS Hamilton Beats (5min)):
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DEBUG Segment 322 (GASS Hamilton Beats (5min)):
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DEBUG Segment 323 (GASS Hamilton Beats (5min)):
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DEBUG Segment 324 (GASS Hamilton Beats (5min)):
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DEBUG Segment 325 (GASS Hamilton Beats (5min)):
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DEBUG Segment 326 (GASS Hamilton Beats (5min)):
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DEBUG Segment 327 (GASS Hamilton Beats (5min)):
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DEBUG Segment 328 (GASS Hamilton Beats (5min)):
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DEBUG Segment 329 (GASS Hamilton Beats (5min)):
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DEBUG Segment 330 (GASS Hamilton Beats (5min)):
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DEBUG Segment 331 (GASS Hamilton Beats (5min)):
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DEBUG Segment 332 (GASS Hamilton Beats (5min)):
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DEBUG Segment 333 (GASS Hamilton Beats (5min)):
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DEBUG Segment 334 (GASS Hamilton Beats (5min)):
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DEBUG Segment 335 (GASS Hamilton Beats (5min)):
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DEBUG Segment 336 (GASS Hamilton Beats (5min)):
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DEBUG Segment 337 (GASS Hamilton Beats (5min)):
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DEBUG Segment 338 (GASS Hamilton Beats (5min)):
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DEBUG Segment 339 (GASS Hamilton Beats (5min)):
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DEBUG Segment 340 (GASS Hamilton Beats (5min)):
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DEBUG Segment 341 (GASS Hamilton Beats (5min)):
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DEBUG Segment 342 (GASS Hamilton Beats (5min)):
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DEBUG Segment 343 (GASS Hamilton Beats (5min)):
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DEBUG Segment 344 (GASS Hamilton Beats (5min)):
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DEBUG Segment 345 (GASS Hamilton Beats (5min)):
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DEBUG Segment 346 (GASS Hamilton Beats (5min)):
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DEBUG Segment 347 (GASS Hamilton Beats (5min)):
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---- GASS Hamilton Beats (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added GASS results for Hamilton Beats: CR Rice=2.070, CR Huff=2.148, mean L2=12.80493

=== Record 118 ===

Loading FULL record 118 (ADC units)...
Loaded 650000 ADC samples at 360 Hz
Best params for LMS Block 512 (10s): {'order': 4, 'mu': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (LMS Block 512 (5min)):
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DEBUG Segment 1 (LMS Block 512 (5min)):
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DEBUG Segment 2 (LMS Block 512 (5min)):
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DEBUG Segment 3 (LMS Block 512 (5min)):
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DEBUG Segment 4 (LMS Block 512 (5min)):
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DEBUG Segment 5 (LMS Block 512 (5min)):
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DEBUG Segment 6 (LMS Block 512 (5min)):
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DEBUG Segment 7 (LMS Block 512 (5min)):
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DEBUG Segment 8 (LMS Block 512 (5min)):
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DEBUG Segment 9 (LMS Block 512 (5min)):
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DEBUG Segment 10 (LMS Block 512 (5min)):
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DEBUG Segment 11 (LMS Block 512 (5min)):
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DEBUG Segment 12 (LMS Block 512 (5min)):
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DEBUG Segment 13 (LMS Block 512 (5min)):
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DEBUG Segment 14 (LMS Block 512 (5min)):
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DEBUG Segment 15 (LMS Block 512 (5min)):
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DEBUG Segment 16 (LMS Block 512 (5min)):
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DEBUG Segment 17 (LMS Block 512 (5min)):
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DEBUG Segment 18 (LMS Block 512 (5min)):
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DEBUG Segment 19 (LMS Block 512 (5min)):
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DEBUG Segment 20 (LMS Block 512 (5min)):
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DEBUG Segment 21 (LMS Block 512 (5min)):
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DEBUG Segment 22 (LMS Block 512 (5min)):
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DEBUG Segment 24 (LMS Block 512 (5min)):
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DEBUG Segment 26 (LMS Block 512 (5min)):
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DEBUG Segment 27 (LMS Block 512 (5min)):
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DEBUG Segment 28 (LMS Block 512 (5min)):
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DEBUG Segment 29 (LMS Block 512 (5min)):
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DEBUG Segment 30 (LMS Block 512 (5min)):
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DEBUG Segment 31 (LMS Block 512 (5min)):
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DEBUG Segment 32 (LMS Block 512 (5min)):
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DEBUG Segment 33 (LMS Block 512 (5min)):
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DEBUG Segment 34 (LMS Block 512 (5min)):
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DEBUG Segment 35 (LMS Block 512 (5min)):
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DEBUG Segment 36 (LMS Block 512 (5min)):
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DEBUG Segment 37 (LMS Block 512 (5min)):
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DEBUG Segment 38 (LMS Block 512 (5min)):
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DEBUG Segment 39 (LMS Block 512 (5min)):
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DEBUG Segment 40 (LMS Block 512 (5min)):
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DEBUG Segment 41 (LMS Block 512 (5min)):
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DEBUG Segment 42 (LMS Block 512 (5min)):
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DEBUG Segment 43 (LMS Block 512 (5min)):
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DEBUG Segment 44 (LMS Block 512 (5min)):
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DEBUG Segment 45 (LMS Block 512 (5min)):
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DEBUG Segment 46 (LMS Block 512 (5min)):
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DEBUG Segment 55 (LMS Block 512 (5min)):
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DEBUG Segment 63 (LMS Block 512 (5min)):
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DEBUG Segment 77 (LMS Block 512 (5min)):
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DEBUG Segment 78 (LMS Block 512 (5min)):
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DEBUG Segment 79 (LMS Block 512 (5min)):
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DEBUG Segment 80 (LMS Block 512 (5min)):
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DEBUG Segment 81 (LMS Block 512 (5min)):
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DEBUG Segment 82 (LMS Block 512 (5min)):
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DEBUG Segment 83 (LMS Block 512 (5min)):
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DEBUG Segment 84 (LMS Block 512 (5min)):
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DEBUG Segment 85 (LMS Block 512 (5min)):
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DEBUG Segment 86 (LMS Block 512 (5min)):
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DEBUG Segment 87 (LMS Block 512 (5min)):
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DEBUG Segment 88 (LMS Block 512 (5min)):
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DEBUG Segment 89 (LMS Block 512 (5min)):
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DEBUG Segment 90 (LMS Block 512 (5min)):
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DEBUG Segment 91 (LMS Block 512 (5min)):
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DEBUG Segment 92 (LMS Block 512 (5min)):
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DEBUG Segment 93 (LMS Block 512 (5min)):
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DEBUG Segment 94 (LMS Block 512 (5min)):
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DEBUG Segment 95 (LMS Block 512 (5min)):
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DEBUG Segment 96 (LMS Block 512 (5min)):
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DEBUG Segment 97 (LMS Block 512 (5min)):
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DEBUG Segment 98 (LMS Block 512 (5min)):
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DEBUG Segment 99 (LMS Block 512 (5min)):
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DEBUG Segment 100 (LMS Block 512 (5min)):
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DEBUG Segment 101 (LMS Block 512 (5min)):
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DEBUG Segment 102 (LMS Block 512 (5min)):
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DEBUG Segment 103 (LMS Block 512 (5min)):
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DEBUG Segment 104 (LMS Block 512 (5min)):
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DEBUG Segment 105 (LMS Block 512 (5min)):
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DEBUG Segment 106 (LMS Block 512 (5min)):
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DEBUG Segment 107 (LMS Block 512 (5min)):
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DEBUG Segment 108 (LMS Block 512 (5min)):
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DEBUG Segment 109 (LMS Block 512 (5min)):
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DEBUG Segment 110 (LMS Block 512 (5min)):
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DEBUG Segment 111 (LMS Block 512 (5min)):
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DEBUG Segment 112 (LMS Block 512 (5min)):
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DEBUG Segment 113 (LMS Block 512 (5min)):
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DEBUG Segment 114 (LMS Block 512 (5min)):
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DEBUG Segment 115 (LMS Block 512 (5min)):
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DEBUG Segment 116 (LMS Block 512 (5min)):
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DEBUG Segment 117 (LMS Block 512 (5min)):
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DEBUG Segment 118 (LMS Block 512 (5min)):
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DEBUG Segment 119 (LMS Block 512 (5min)):
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DEBUG Segment 120 (LMS Block 512 (5min)):
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DEBUG Segment 121 (LMS Block 512 (5min)):
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DEBUG Segment 122 (LMS Block 512 (5min)):
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DEBUG Segment 123 (LMS Block 512 (5min)):
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DEBUG Segment 124 (LMS Block 512 (5min)):
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DEBUG Segment 125 (LMS Block 512 (5min)):
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DEBUG Segment 126 (LMS Block 512 (5min)):
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DEBUG Segment 127 (LMS Block 512 (5min)):
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DEBUG Segment 128 (LMS Block 512 (5min)):
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DEBUG Segment 129 (LMS Block 512 (5min)):
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DEBUG Segment 130 (LMS Block 512 (5min)):
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DEBUG Segment 131 (LMS Block 512 (5min)):
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DEBUG Segment 132 (LMS Block 512 (5min)):
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DEBUG Segment 133 (LMS Block 512 (5min)):
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DEBUG Segment 134 (LMS Block 512 (5min)):
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DEBUG Segment 135 (LMS Block 512 (5min)):
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DEBUG Segment 136 (LMS Block 512 (5min)):
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DEBUG Segment 137 (LMS Block 512 (5min)):
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DEBUG Segment 138 (LMS Block 512 (5min)):
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DEBUG Segment 139 (LMS Block 512 (5min)):
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DEBUG Segment 140 (LMS Block 512 (5min)):
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DEBUG Segment 141 (LMS Block 512 (5min)):
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DEBUG Segment 142 (LMS Block 512 (5min)):
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DEBUG Segment 143 (LMS Block 512 (5min)):
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DEBUG Segment 144 (LMS Block 512 (5min)):
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DEBUG Segment 145 (LMS Block 512 (5min)):
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DEBUG Segment 146 (LMS Block 512 (5min)):
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DEBUG Segment 147 (LMS Block 512 (5min)):
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DEBUG Segment 148 (LMS Block 512 (5min)):
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DEBUG Segment 149 (LMS Block 512 (5min)):
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DEBUG Segment 150 (LMS Block 512 (5min)):
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DEBUG Segment 151 (LMS Block 512 (5min)):
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DEBUG Segment 152 (LMS Block 512 (5min)):
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DEBUG Segment 153 (LMS Block 512 (5min)):
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DEBUG Segment 154 (LMS Block 512 (5min)):
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DEBUG Segment 155 (LMS Block 512 (5min)):
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DEBUG Segment 156 (LMS Block 512 (5min)):
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DEBUG Segment 157 (LMS Block 512 (5min)):
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DEBUG Segment 158 (LMS Block 512 (5min)):
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DEBUG Segment 159 (LMS Block 512 (5min)):
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DEBUG Segment 160 (LMS Block 512 (5min)):
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DEBUG Segment 161 (LMS Block 512 (5min)):
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DEBUG Segment 162 (LMS Block 512 (5min)):
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DEBUG Segment 163 (LMS Block 512 (5min)):
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DEBUG Segment 164 (LMS Block 512 (5min)):
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DEBUG Segment 165 (LMS Block 512 (5min)):
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DEBUG Segment 166 (LMS Block 512 (5min)):
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DEBUG Segment 167 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 168 (LMS Block 512 (5min)):
Original[4:9]: [-160 -166 -167 -162 -148]
Recon[4:9]:    [-160 -166 -167 -162 -148]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 169 (LMS Block 512 (5min)):
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Recon[4:9]:    [-204 -213 -222 -230 -234]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 170 (LMS Block 512 (5min)):
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Recon[4:9]:    [-296 -309 -324 -338 -358]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 171 (LMS Block 512 (5min)):
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Recon[4:9]:    [-93 -88 -83 -84 -84]
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L2 calculation: 0.0

DEBUG Segment 172 (LMS Block 512 (5min)):
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Recon[4:9]:    [-130 -132 -135 -132 -131]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 173 (LMS Block 512 (5min)):
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Recon[4:9]:    [-208 -207 -202 -200 -201]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 174 (LMS Block 512 (5min)):
Original[4:9]: [-10 -14  -5  23  63]
Recon[4:9]:    [-10 -14  -5  23  63]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 175 (LMS Block 512 (5min)):
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Recon[4:9]:    [-186 -184 -182 -179 -182]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 176 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 177 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 178 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 179 (LMS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 180 (LMS Block 512 (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 181 (LMS Block 512 (5min)):
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Recon[4:9]:    [-144 -142 -147 -146 -149]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 182 (LMS Block 512 (5min)):
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Recon[4:9]:    [-212 -208 -202 -195 -190]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 183 (LMS Block 512 (5min)):
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Recon[4:9]:    [-139 -140 -145 -147 -147]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 184 (LMS Block 512 (5min)):
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Recon[4:9]:    [-120 -118 -115 -118 -122]
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L2 calculation: 0.0

DEBUG Segment 185 (LMS Block 512 (5min)):
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Recon[4:9]:    [-181 -182 -183 -187 -186]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 186 (LMS Block 512 (5min)):
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Recon[4:9]:    [-169 -172 -173 -176 -182]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 187 (LMS Block 512 (5min)):
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Recon[4:9]:    [-172 -163 -156 -156 -163]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 188 (LMS Block 512 (5min)):
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Recon[4:9]:    [-266 -260 -255 -253 -248]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 189 (LMS Block 512 (5min)):
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Recon[4:9]:    [-265 -250 -239 -230 -227]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 190 (LMS Block 512 (5min)):
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Recon[4:9]:    [-158 -158 -157 -162 -159]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 191 (LMS Block 512 (5min)):
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Recon[4:9]:    [-159 -161 -161 -160 -159]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 192 (LMS Block 512 (5min)):
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Recon[4:9]:    [-214 -207 -203 -202 -202]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 193 (LMS Block 512 (5min)):
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Recon[4:9]:    [-439 -448 -453 -457 -465]
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L2 calculation: 0.0

DEBUG Segment 194 (LMS Block 512 (5min)):
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Recon[4:9]:    [-175 -170 -172 -185 -192]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 195 (LMS Block 512 (5min)):
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Recon[4:9]:    [-172 -172 -166 -157 -153]
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L2 calculation: 0.0

DEBUG Segment 196 (LMS Block 512 (5min)):
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DEBUG Segment 197 (LMS Block 512 (5min)):
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DEBUG Segment 198 (LMS Block 512 (5min)):
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Recon[4:9]:    [ 19  22  43  87 130]
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L2 calculation: 0.0

DEBUG Segment 199 (LMS Block 512 (5min)):
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Recon[4:9]:    [-92 -93 -91 -85 -80]
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L2 calculation: 0.0

DEBUG Segment 200 (LMS Block 512 (5min)):
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Recon[4:9]:    [-149 -151 -155 -156 -155]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 201 (LMS Block 512 (5min)):
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Recon[4:9]:    [-217 -212 -214 -209 -206]
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L2 calculation: 0.0

DEBUG Segment 202 (LMS Block 512 (5min)):
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Recon[4:9]:    [-159 -157 -153 -149 -151]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 203 (LMS Block 512 (5min)):
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Recon[4:9]:    [-128 -137 -149 -158 -165]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 204 (LMS Block 512 (5min)):
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Recon[4:9]:    [-171 -172 -174 -174 -171]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 205 (LMS Block 512 (5min)):
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Recon[4:9]:    [-236 -237 -235 -237 -239]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 206 (LMS Block 512 (5min)):
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Recon[4:9]:    [-327 -335 -343 -350 -352]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 207 (LMS Block 512 (5min)):
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Recon[4:9]:    [-150 -149 -147 -147 -143]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 208 (LMS Block 512 (5min)):
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Recon[4:9]:    [-146 -147 -146 -143 -140]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 209 (LMS Block 512 (5min)):
Original[4:9]: [-156 -158 -162 -167 -170]
Recon[4:9]:    [-156 -158 -162 -167 -170]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 210 (LMS Block 512 (5min)):
Original[4:9]: [-150 -149 -146 -145 -144]
Recon[4:9]:    [-150 -149 -146 -145 -144]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- LMS Block 512 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added LMS results for Block 512: CR Rice=1.788, CR Huff=1.951, mean L2=30.87391
Best params for NLMS Block 512 (10s): {'order': 4, 'mu': 0.01} (avg l2-norm=0.00000)

DEBUG Segment 0 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-167 -167 -167 -163 -163]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-192 -195 -190 -180 -173]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-210 -215 -219 -222 -225]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-166 -165 -163 -165 -171]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-168 -167 -169 -163 -164]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-230 -231 -231 -226 -225]
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L2 calculation: 0.0

DEBUG Segment 6 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-379 -369 -353 -333 -307]
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L2 calculation: 0.0

DEBUG Segment 7 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-236 -232 -229 -223 -219]
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L2 calculation: 0.0

DEBUG Segment 8 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-204 -208 -209 -213 -214]
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L2 calculation: 0.0

DEBUG Segment 9 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-194 -181 -176 -173 -174]
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L2 calculation: 0.0

DEBUG Segment 10 (NLMS Block 512 (5min)):
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DEBUG Segment 11 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-187 -183 -187 -183 -188]
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DEBUG Segment 12 (NLMS Block 512 (5min)):
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DEBUG Segment 13 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-464 -463 -466 -467 -472]
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L2 calculation: 0.0

DEBUG Segment 14 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-218 -214 -215 -219 -220]
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L2 calculation: 0.0

DEBUG Segment 15 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-179 -181 -180 -179 -177]
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L2 calculation: 0.0

DEBUG Segment 16 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-180 -180 -180 -179 -178]
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L2 calculation: 0.0

DEBUG Segment 17 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-192 -188 -186 -190 -190]
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DEBUG Segment 18 (NLMS Block 512 (5min)):
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DEBUG Segment 19 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-178 -179 -179 -180 -181]
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L2 calculation: 0.0

DEBUG Segment 20 (NLMS Block 512 (5min)):
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DEBUG Segment 21 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-180 -180 -179 -179 -176]
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DEBUG Segment 22 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-152 -153 -151 -155 -155]
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DEBUG Segment 23 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-246 -244 -243 -237 -234]
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DEBUG Segment 24 (NLMS Block 512 (5min)):
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Recon[4:9]:    [ 39  86 125 145 130]
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L2 calculation: 0.0

DEBUG Segment 25 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-190 -189 -188 -189 -189]
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DEBUG Segment 26 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-220 -207 -203 -197 -200]
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L2 calculation: 0.0

DEBUG Segment 27 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-149 -146 -144 -144 -147]
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L2 calculation: 0.0

DEBUG Segment 28 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-126 -127 -132 -134 -139]
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DEBUG Segment 29 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-239 -230 -224 -217 -215]
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DEBUG Segment 30 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-215 -217 -214 -211 -210]
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L2 calculation: 0.0

DEBUG Segment 31 (NLMS Block 512 (5min)):
Original[4:9]: [-267 -264 -264 -267 -265]
Recon[4:9]:    [-267 -264 -264 -267 -265]
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L2 calculation: 0.0

DEBUG Segment 32 (NLMS Block 512 (5min)):
Original[4:9]: [-19 -21 -13  12  50]
Recon[4:9]:    [-19 -21 -13  12  50]
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L2 calculation: 0.0

DEBUG Segment 33 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-138 -141 -138 -140 -145]
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L2 calculation: 0.0

DEBUG Segment 34 (NLMS Block 512 (5min)):
Original[4:9]: [-211 -205 -195 -188 -182]
Recon[4:9]:    [-211 -205 -195 -188 -182]
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L2 calculation: 0.0

DEBUG Segment 35 (NLMS Block 512 (5min)):
Original[4:9]: [-15  14  40  49  44]
Recon[4:9]:    [-15  14  40  49  44]
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DEBUG Segment 36 (NLMS Block 512 (5min)):
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Recon[4:9]:    [-144 -145 -150 -153 -152]
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L2 calculation: 0.0

DEBUG Segment 37 (NLMS Block 512 (5min)):
Original[4:9]: [-225 -219 -216 -208 -205]
Recon[4:9]:    [-225 -219 -216 -208 -205]
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L2 calculation: 0.0

DEBUG Segment 38 (NLMS Block 512 (5min)):
Original[4:9]: [ 135  122   70  -23 -132]
Recon[4:9]:    [ 135  122   70  -23 -132]
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L2 calculation: 0.0

DEBUG Segment 39 (NLMS Block 512 (5min)):
Original[4:9]: [-183 -185 -184 -184 -185]
Recon[4:9]:    [-183 -185 -184 -184 -185]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (NLMS Block 512 (5min)):
Original[4:9]: [-207 -205 -206 -204 -203]
Recon[4:9]:    [-207 -205 -206 -204 -203]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (NLMS Block 512 (5min)):
Original[4:9]: [-179 -180 -176 -176 -178]
Recon[4:9]:    [-179 -180 -176 -176 -178]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (NLMS Block 512 (5min)):
Original[4:9]: [-103 -111 -126 -133 -145]
Recon[4:9]:    [-103 -111 -126 -133 -145]
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DEBUG Segment 43 (NLMS Block 512 (5min)):
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DEBUG Segment 49 (NLMS Block 512 (5min)):
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DEBUG Segment 50 (NLMS Block 512 (5min)):
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DEBUG Segment 51 (NLMS Block 512 (5min)):
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DEBUG Segment 52 (NLMS Block 512 (5min)):
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DEBUG Segment 54 (NLMS Block 512 (5min)):
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DEBUG Segment 60 (NLMS Block 512 (5min)):
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DEBUG Segment 61 (NLMS Block 512 (5min)):
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DEBUG Segment 62 (NLMS Block 512 (5min)):
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DEBUG Segment 63 (NLMS Block 512 (5min)):
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DEBUG Segment 64 (NLMS Block 512 (5min)):
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DEBUG Segment 65 (NLMS Block 512 (5min)):
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DEBUG Segment 66 (NLMS Block 512 (5min)):
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DEBUG Segment 67 (NLMS Block 512 (5min)):
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DEBUG Segment 68 (NLMS Block 512 (5min)):
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DEBUG Segment 69 (NLMS Block 512 (5min)):
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DEBUG Segment 70 (NLMS Block 512 (5min)):
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DEBUG Segment 71 (NLMS Block 512 (5min)):
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DEBUG Segment 72 (NLMS Block 512 (5min)):
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DEBUG Segment 73 (NLMS Block 512 (5min)):
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DEBUG Segment 74 (NLMS Block 512 (5min)):
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DEBUG Segment 75 (NLMS Block 512 (5min)):
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DEBUG Segment 76 (NLMS Block 512 (5min)):
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DEBUG Segment 77 (NLMS Block 512 (5min)):
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DEBUG Segment 78 (NLMS Block 512 (5min)):
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DEBUG Segment 79 (NLMS Block 512 (5min)):
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DEBUG Segment 80 (NLMS Block 512 (5min)):
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DEBUG Segment 81 (NLMS Block 512 (5min)):
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DEBUG Segment 82 (NLMS Block 512 (5min)):
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DEBUG Segment 83 (NLMS Block 512 (5min)):
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DEBUG Segment 84 (NLMS Block 512 (5min)):
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DEBUG Segment 85 (NLMS Block 512 (5min)):
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DEBUG Segment 86 (NLMS Block 512 (5min)):
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DEBUG Segment 87 (NLMS Block 512 (5min)):
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DEBUG Segment 88 (NLMS Block 512 (5min)):
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DEBUG Segment 89 (NLMS Block 512 (5min)):
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DEBUG Segment 90 (NLMS Block 512 (5min)):
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DEBUG Segment 91 (NLMS Block 512 (5min)):
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DEBUG Segment 92 (NLMS Block 512 (5min)):
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DEBUG Segment 93 (NLMS Block 512 (5min)):
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DEBUG Segment 94 (NLMS Block 512 (5min)):
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DEBUG Segment 95 (NLMS Block 512 (5min)):
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DEBUG Segment 96 (NLMS Block 512 (5min)):
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DEBUG Segment 97 (NLMS Block 512 (5min)):
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DEBUG Segment 98 (NLMS Block 512 (5min)):
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DEBUG Segment 99 (NLMS Block 512 (5min)):
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DEBUG Segment 100 (NLMS Block 512 (5min)):
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DEBUG Segment 101 (NLMS Block 512 (5min)):
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DEBUG Segment 102 (NLMS Block 512 (5min)):
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DEBUG Segment 103 (NLMS Block 512 (5min)):
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DEBUG Segment 104 (NLMS Block 512 (5min)):
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DEBUG Segment 105 (NLMS Block 512 (5min)):
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DEBUG Segment 106 (NLMS Block 512 (5min)):
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DEBUG Segment 107 (NLMS Block 512 (5min)):
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DEBUG Segment 108 (NLMS Block 512 (5min)):
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DEBUG Segment 109 (NLMS Block 512 (5min)):
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DEBUG Segment 110 (NLMS Block 512 (5min)):
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DEBUG Segment 111 (NLMS Block 512 (5min)):
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DEBUG Segment 112 (NLMS Block 512 (5min)):
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DEBUG Segment 113 (NLMS Block 512 (5min)):
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DEBUG Segment 114 (NLMS Block 512 (5min)):
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DEBUG Segment 115 (NLMS Block 512 (5min)):
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DEBUG Segment 116 (NLMS Block 512 (5min)):
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DEBUG Segment 117 (NLMS Block 512 (5min)):
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DEBUG Segment 118 (NLMS Block 512 (5min)):
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DEBUG Segment 119 (NLMS Block 512 (5min)):
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DEBUG Segment 120 (NLMS Block 512 (5min)):
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DEBUG Segment 121 (NLMS Block 512 (5min)):
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DEBUG Segment 122 (NLMS Block 512 (5min)):
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DEBUG Segment 123 (NLMS Block 512 (5min)):
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DEBUG Segment 124 (NLMS Block 512 (5min)):
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DEBUG Segment 125 (NLMS Block 512 (5min)):
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DEBUG Segment 126 (NLMS Block 512 (5min)):
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DEBUG Segment 127 (NLMS Block 512 (5min)):
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DEBUG Segment 128 (NLMS Block 512 (5min)):
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DEBUG Segment 129 (NLMS Block 512 (5min)):
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DEBUG Segment 149 (NLMS Block 512 (5min)):
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DEBUG Segment 150 (NLMS Block 512 (5min)):
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DEBUG Segment 151 (NLMS Block 512 (5min)):
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DEBUG Segment 152 (NLMS Block 512 (5min)):
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DEBUG Segment 155 (NLMS Block 512 (5min)):
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DEBUG Segment 156 (NLMS Block 512 (5min)):
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DEBUG Segment 157 (NLMS Block 512 (5min)):
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DEBUG Segment 159 (NLMS Block 512 (5min)):
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DEBUG Segment 161 (NLMS Block 512 (5min)):
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DEBUG Segment 162 (NLMS Block 512 (5min)):
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DEBUG Segment 163 (NLMS Block 512 (5min)):
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DEBUG Segment 165 (NLMS Block 512 (5min)):
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DEBUG Segment 166 (NLMS Block 512 (5min)):
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DEBUG Segment 167 (NLMS Block 512 (5min)):
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DEBUG Segment 168 (NLMS Block 512 (5min)):
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DEBUG Segment 169 (NLMS Block 512 (5min)):
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DEBUG Segment 172 (NLMS Block 512 (5min)):
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DEBUG Segment 173 (NLMS Block 512 (5min)):
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DEBUG Segment 174 (NLMS Block 512 (5min)):
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DEBUG Segment 181 (NLMS Block 512 (5min)):
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DEBUG Segment 182 (NLMS Block 512 (5min)):
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DEBUG Segment 185 (NLMS Block 512 (5min)):
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DEBUG Segment 186 (NLMS Block 512 (5min)):
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DEBUG Segment 187 (NLMS Block 512 (5min)):
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DEBUG Segment 189 (NLMS Block 512 (5min)):
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DEBUG Segment 190 (NLMS Block 512 (5min)):
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DEBUG Segment 192 (NLMS Block 512 (5min)):
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DEBUG Segment 193 (NLMS Block 512 (5min)):
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DEBUG Segment 194 (NLMS Block 512 (5min)):
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DEBUG Segment 196 (NLMS Block 512 (5min)):
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DEBUG Segment 197 (NLMS Block 512 (5min)):
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DEBUG Segment 198 (NLMS Block 512 (5min)):
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DEBUG Segment 199 (NLMS Block 512 (5min)):
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DEBUG Segment 200 (NLMS Block 512 (5min)):
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DEBUG Segment 201 (NLMS Block 512 (5min)):
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DEBUG Segment 203 (NLMS Block 512 (5min)):
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DEBUG Segment 205 (NLMS Block 512 (5min)):
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DEBUG Segment 206 (NLMS Block 512 (5min)):
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DEBUG Segment 207 (NLMS Block 512 (5min)):
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DEBUG Segment 208 (NLMS Block 512 (5min)):
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DEBUG Segment 209 (NLMS Block 512 (5min)):
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DEBUG Segment 210 (NLMS Block 512 (5min)):
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---- NLMS Block 512 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added NLMS results for Block 512: CR Rice=1.389, CR Huff=1.484, mean L2=67.00948
Best params for GASS Block 512 (10s): {'order': 4, 'mu': 1e-07, 'rho': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (GASS Block 512 (5min)):
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DEBUG Segment 1 (GASS Block 512 (5min)):
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DEBUG Segment 2 (GASS Block 512 (5min)):
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DEBUG Segment 3 (GASS Block 512 (5min)):
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DEBUG Segment 177 (GASS Block 512 (5min)):
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DEBUG Segment 178 (GASS Block 512 (5min)):
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DEBUG Segment 179 (GASS Block 512 (5min)):
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DEBUG Segment 180 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 181 (GASS Block 512 (5min)):
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DEBUG Segment 182 (GASS Block 512 (5min)):
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DEBUG Segment 183 (GASS Block 512 (5min)):
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DEBUG Segment 184 (GASS Block 512 (5min)):
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L2 calculation: 0.0

DEBUG Segment 185 (GASS Block 512 (5min)):
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DEBUG Segment 186 (GASS Block 512 (5min)):
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DEBUG Segment 187 (GASS Block 512 (5min)):
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DEBUG Segment 188 (GASS Block 512 (5min)):
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DEBUG Segment 189 (GASS Block 512 (5min)):
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DEBUG Segment 190 (GASS Block 512 (5min)):
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DEBUG Segment 191 (GASS Block 512 (5min)):
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DEBUG Segment 192 (GASS Block 512 (5min)):
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DEBUG Segment 193 (GASS Block 512 (5min)):
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DEBUG Segment 194 (GASS Block 512 (5min)):
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DEBUG Segment 195 (GASS Block 512 (5min)):
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DEBUG Segment 196 (GASS Block 512 (5min)):
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DEBUG Segment 197 (GASS Block 512 (5min)):
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DEBUG Segment 198 (GASS Block 512 (5min)):
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DEBUG Segment 199 (GASS Block 512 (5min)):
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DEBUG Segment 200 (GASS Block 512 (5min)):
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DEBUG Segment 201 (GASS Block 512 (5min)):
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DEBUG Segment 202 (GASS Block 512 (5min)):
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DEBUG Segment 203 (GASS Block 512 (5min)):
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DEBUG Segment 204 (GASS Block 512 (5min)):
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DEBUG Segment 205 (GASS Block 512 (5min)):
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DEBUG Segment 206 (GASS Block 512 (5min)):
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DEBUG Segment 207 (GASS Block 512 (5min)):
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DEBUG Segment 208 (GASS Block 512 (5min)):
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DEBUG Segment 209 (GASS Block 512 (5min)):
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DEBUG Segment 210 (GASS Block 512 (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- GASS Block 512 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added GASS results for Block 512: CR Rice=1.916, CR Huff=2.131, mean L2=23.71072
Best params for LMS Block 1024 (10s): {'order': 4, 'mu': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (LMS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 1 (LMS Block 1024 (5min)):
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DEBUG Segment 2 (LMS Block 1024 (5min)):
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DEBUG Segment 3 (LMS Block 1024 (5min)):
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DEBUG Segment 4 (LMS Block 1024 (5min)):
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DEBUG Segment 5 (LMS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 6 (LMS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 7 (LMS Block 1024 (5min)):
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DEBUG Segment 8 (LMS Block 1024 (5min)):
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DEBUG Segment 9 (LMS Block 1024 (5min)):
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DEBUG Segment 10 (LMS Block 1024 (5min)):
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DEBUG Segment 11 (LMS Block 1024 (5min)):
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DEBUG Segment 12 (LMS Block 1024 (5min)):
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DEBUG Segment 13 (LMS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 14 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-126 -127 -132 -134 -139]
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L2 calculation: 0.0

DEBUG Segment 15 (LMS Block 1024 (5min)):
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DEBUG Segment 16 (LMS Block 1024 (5min)):
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DEBUG Segment 17 (LMS Block 1024 (5min)):
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DEBUG Segment 18 (LMS Block 1024 (5min)):
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DEBUG Segment 19 (LMS Block 1024 (5min)):
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DEBUG Segment 20 (LMS Block 1024 (5min)):
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DEBUG Segment 21 (LMS Block 1024 (5min)):
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DEBUG Segment 22 (LMS Block 1024 (5min)):
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DEBUG Segment 23 (LMS Block 1024 (5min)):
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DEBUG Segment 24 (LMS Block 1024 (5min)):
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DEBUG Segment 25 (LMS Block 1024 (5min)):
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DEBUG Segment 26 (LMS Block 1024 (5min)):
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DEBUG Segment 27 (LMS Block 1024 (5min)):
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DEBUG Segment 28 (LMS Block 1024 (5min)):
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DEBUG Segment 29 (LMS Block 1024 (5min)):
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DEBUG Segment 30 (LMS Block 1024 (5min)):
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DEBUG Segment 31 (LMS Block 1024 (5min)):
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DEBUG Segment 32 (LMS Block 1024 (5min)):
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DEBUG Segment 33 (LMS Block 1024 (5min)):
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DEBUG Segment 34 (LMS Block 1024 (5min)):
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DEBUG Segment 35 (LMS Block 1024 (5min)):
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DEBUG Segment 36 (LMS Block 1024 (5min)):
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DEBUG Segment 37 (LMS Block 1024 (5min)):
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DEBUG Segment 38 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-200 -200 -203 -210 -213]
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DEBUG Segment 39 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-159 -161 -161 -162 -163]
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DEBUG Segment 40 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-140 -148 -148 -140 -132]
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DEBUG Segment 41 (LMS Block 1024 (5min)):
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DEBUG Segment 42 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-108 -108 -110 -115 -117]
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L2 calculation: 0.0

DEBUG Segment 43 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-139 -142 -144 -143 -140]
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L2 calculation: 0.0

DEBUG Segment 44 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-144 -140 -140 -141 -140]
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L2 calculation: 0.0

DEBUG Segment 45 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-160 -161 -162 -158 -162]
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L2 calculation: 0.0

DEBUG Segment 46 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-129 -126 -129 -126 -132]
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L2 calculation: 0.0

DEBUG Segment 47 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-178 -175 -172 -158 -138]
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L2 calculation: 0.0

DEBUG Segment 48 (LMS Block 1024 (5min)):
Original[4:9]: [-140 -139 -139 -142 -141]
Recon[4:9]:    [-140 -139 -139 -142 -141]
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L2 calculation: 0.0

DEBUG Segment 49 (LMS Block 1024 (5min)):
Original[4:9]: [ 140  106   31  -72 -180]
Recon[4:9]:    [ 140  106   31  -72 -180]
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L2 calculation: 0.0

DEBUG Segment 50 (LMS Block 1024 (5min)):
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Recon[4:9]:    [-135 -136 -134 -134 -133]
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L2 calculation: 0.0

DEBUG Segment 51 (LMS Block 1024 (5min)):
Original[4:9]: [-58 -50 -50 -47 -47]
Recon[4:9]:    [-58 -50 -50 -47 -47]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (LMS Block 1024 (5min)):
Original[4:9]: [-153 -154 -159 -163 -163]
Recon[4:9]:    [-153 -154 -159 -163 -163]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 53 (LMS Block 1024 (5min)):
Original[4:9]: [-150 -151 -151 -152 -149]
Recon[4:9]:    [-150 -151 -151 -152 -149]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 54 (LMS Block 1024 (5min)):
Original[4:9]: [-154 -157 -153 -152 -150]
Recon[4:9]:    [-154 -157 -153 -152 -150]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 55 (LMS Block 1024 (5min)):
Original[4:9]: [-154 -153 -159 -168 -166]
Recon[4:9]:    [-154 -153 -159 -168 -166]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 56 (LMS Block 1024 (5min)):
Original[4:9]: [-126 -126 -129 -127 -132]
Recon[4:9]:    [-126 -126 -129 -127 -132]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 57 (LMS Block 1024 (5min)):
Original[4:9]: [-428 -425 -418 -403 -384]
Recon[4:9]:    [-428 -425 -418 -403 -384]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 58 (LMS Block 1024 (5min)):
Original[4:9]: [-129 -130 -123 -126 -126]
Recon[4:9]:    [-129 -130 -123 -126 -126]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 59 (LMS Block 1024 (5min)):
Original[4:9]: [-322 -305 -281 -258 -232]
Recon[4:9]:    [-322 -305 -281 -258 -232]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 60 (LMS Block 1024 (5min)):
Original[4:9]: [-120 -118 -117 -117 -112]
Recon[4:9]:    [-120 -118 -117 -117 -112]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 61 (LMS Block 1024 (5min)):
Original[4:9]: [-174 -172 -173 -175 -178]
Recon[4:9]:    [-174 -172 -173 -175 -178]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 62 (LMS Block 1024 (5min)):
Original[4:9]: [-97 -98 -95 -89 -87]
Recon[4:9]:    [-97 -98 -95 -89 -87]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 63 (LMS Block 1024 (5min)):
Original[4:9]: [-194 -195 -196 -195 -196]
Recon[4:9]:    [-194 -195 -196 -195 -196]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 64 (LMS Block 1024 (5min)):
Original[4:9]: [-145 -146 -139 -140 -137]
Recon[4:9]:    [-145 -146 -139 -140 -137]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 65 (LMS Block 1024 (5min)):
Original[4:9]: [-140 -139 -136 -137 -138]
Recon[4:9]:    [-140 -139 -136 -137 -138]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 66 (LMS Block 1024 (5min)):
Original[4:9]: [-162 -163 -165 -167 -167]
Recon[4:9]:    [-162 -163 -165 -167 -167]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 67 (LMS Block 1024 (5min)):
Original[4:9]: [-208 -200 -194 -194 -189]
Recon[4:9]:    [-208 -200 -194 -194 -189]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 68 (LMS Block 1024 (5min)):
Original[4:9]: [-107 -102  -97  -96  -98]
Recon[4:9]:    [-107 -102  -97  -96  -98]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 69 (LMS Block 1024 (5min)):
Original[4:9]: [-160 -160 -163 -164 -166]
Recon[4:9]:    [-160 -160 -163 -164 -166]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 70 (LMS Block 1024 (5min)):
Original[4:9]: [-139 -137 -142 -140 -138]
Recon[4:9]:    [-139 -137 -142 -140 -138]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 71 (LMS Block 1024 (5min)):
Original[4:9]: [-21  18  43  63  62]
Recon[4:9]:    [-21  18  43  63  62]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 72 (LMS Block 1024 (5min)):
Original[4:9]: [-204 -207 -209 -213 -219]
Recon[4:9]:    [-204 -207 -209 -213 -219]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 73 (LMS Block 1024 (5min)):
Original[4:9]: [-130 -131 -127 -128 -131]
Recon[4:9]:    [-130 -131 -127 -128 -131]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 74 (LMS Block 1024 (5min)):
Original[4:9]: [-367 -358 -339 -313 -281]
Recon[4:9]:    [-367 -358 -339 -313 -281]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 75 (LMS Block 1024 (5min)):
Original[4:9]: [-167 -166 -167 -168 -172]
Recon[4:9]:    [-167 -166 -167 -168 -172]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 76 (LMS Block 1024 (5min)):
Original[4:9]: [-157 -162 -164 -167 -166]
Recon[4:9]:    [-157 -162 -164 -167 -166]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 77 (LMS Block 1024 (5min)):
Original[4:9]: [-204 -202 -201 -201 -196]
Recon[4:9]:    [-204 -202 -201 -201 -196]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 78 (LMS Block 1024 (5min)):
Original[4:9]: [-145 -142 -141 -141 -142]
Recon[4:9]:    [-145 -142 -141 -141 -142]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 79 (LMS Block 1024 (5min)):
Original[4:9]: [-284 -281 -286 -299 -309]
Recon[4:9]:    [-284 -281 -286 -299 -309]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 80 (LMS Block 1024 (5min)):
Original[4:9]: [-147 -147 -150 -154 -151]
Recon[4:9]:    [-147 -147 -150 -154 -151]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 81 (LMS Block 1024 (5min)):
Original[4:9]: [-198 -203 -200 -200 -194]
Recon[4:9]:    [-198 -203 -200 -200 -194]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 82 (LMS Block 1024 (5min)):
Original[4:9]: [-164 -165 -161 -156 -154]
Recon[4:9]:    [-164 -165 -161 -156 -154]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 83 (LMS Block 1024 (5min)):
Original[4:9]: [-40 -40 -48 -45 -33]
Recon[4:9]:    [-40 -40 -48 -45 -33]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 84 (LMS Block 1024 (5min)):
Original[4:9]: [-160 -166 -167 -162 -148]
Recon[4:9]:    [-160 -166 -167 -162 -148]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 85 (LMS Block 1024 (5min)):
Original[4:9]: [-296 -309 -324 -338 -358]
Recon[4:9]:    [-296 -309 -324 -338 -358]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 86 (LMS Block 1024 (5min)):
Original[4:9]: [-130 -132 -135 -132 -131]
Recon[4:9]:    [-130 -132 -135 -132 -131]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 87 (LMS Block 1024 (5min)):
Original[4:9]: [-10 -14  -5  23  63]
Recon[4:9]:    [-10 -14  -5  23  63]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 88 (LMS Block 1024 (5min)):
Original[4:9]: [-172 -171 -167 -167 -167]
Recon[4:9]:    [-172 -171 -167 -167 -167]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 89 (LMS Block 1024 (5min)):
Original[4:9]: [-138 -136 -134 -139 -138]
Recon[4:9]:    [-138 -136 -134 -139 -138]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 90 (LMS Block 1024 (5min)):
Original[4:9]: [-435 -439 -436 -432 -428]
Recon[4:9]:    [-435 -439 -436 -432 -428]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 91 (LMS Block 1024 (5min)):
Original[4:9]: [-212 -208 -202 -195 -190]
Recon[4:9]:    [-212 -208 -202 -195 -190]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 92 (LMS Block 1024 (5min)):
Original[4:9]: [-120 -118 -115 -118 -122]
Recon[4:9]:    [-120 -118 -115 -118 -122]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 93 (LMS Block 1024 (5min)):
Original[4:9]: [-169 -172 -173 -176 -182]
Recon[4:9]:    [-169 -172 -173 -176 -182]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 94 (LMS Block 1024 (5min)):
Original[4:9]: [-266 -260 -255 -253 -248]
Recon[4:9]:    [-266 -260 -255 -253 -248]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 95 (LMS Block 1024 (5min)):
Original[4:9]: [-158 -158 -157 -162 -159]
Recon[4:9]:    [-158 -158 -157 -162 -159]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 96 (LMS Block 1024 (5min)):
Original[4:9]: [-214 -207 -203 -202 -202]
Recon[4:9]:    [-214 -207 -203 -202 -202]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 97 (LMS Block 1024 (5min)):
Original[4:9]: [-175 -170 -172 -185 -192]
Recon[4:9]:    [-175 -170 -172 -185 -192]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 98 (LMS Block 1024 (5min)):
Original[4:9]: [-136 -136 -133 -133 -131]
Recon[4:9]:    [-136 -136 -133 -133 -131]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 99 (LMS Block 1024 (5min)):
Original[4:9]: [ 19  22  43  87 130]
Recon[4:9]:    [ 19  22  43  87 130]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 100 (LMS Block 1024 (5min)):
Original[4:9]: [-149 -151 -155 -156 -155]
Recon[4:9]:    [-149 -151 -155 -156 -155]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 101 (LMS Block 1024 (5min)):
Original[4:9]: [-159 -157 -153 -149 -151]
Recon[4:9]:    [-159 -157 -153 -149 -151]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 102 (LMS Block 1024 (5min)):
Original[4:9]: [-171 -172 -174 -174 -171]
Recon[4:9]:    [-171 -172 -174 -174 -171]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 103 (LMS Block 1024 (5min)):
Original[4:9]: [-327 -335 -343 -350 -352]
Recon[4:9]:    [-327 -335 -343 -350 -352]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 104 (LMS Block 1024 (5min)):
Original[4:9]: [-146 -147 -146 -143 -140]
Recon[4:9]:    [-146 -147 -146 -143 -140]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 105 (LMS Block 1024 (5min)):
Original[4:9]: [-150 -149 -146 -145 -144]
Recon[4:9]:    [-150 -149 -146 -145 -144]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- LMS Block 1024 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added LMS results for Block 1024: CR Rice=1.875, CR Huff=2.059, mean L2=25.86892
Best params for NLMS Block 1024 (10s): {'order': 4, 'mu': 0.01} (avg l2-norm=0.00000)

DEBUG Segment 0 (NLMS Block 1024 (5min)):
Original[4:9]: [-167 -167 -167 -163 -163]
Recon[4:9]:    [-167 -167 -167 -163 -163]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (NLMS Block 1024 (5min)):
Original[4:9]: [-210 -215 -219 -222 -225]
Recon[4:9]:    [-210 -215 -219 -222 -225]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (NLMS Block 1024 (5min)):
Original[4:9]: [-168 -167 -169 -163 -164]
Recon[4:9]:    [-168 -167 -169 -163 -164]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (NLMS Block 1024 (5min)):
Original[4:9]: [-379 -369 -353 -333 -307]
Recon[4:9]:    [-379 -369 -353 -333 -307]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (NLMS Block 1024 (5min)):
Original[4:9]: [-204 -208 -209 -213 -214]
Recon[4:9]:    [-204 -208 -209 -213 -214]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (NLMS Block 1024 (5min)):
Original[4:9]: [-161 -165 -168 -172 -173]
Recon[4:9]:    [-161 -165 -168 -172 -173]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (NLMS Block 1024 (5min)):
Original[4:9]: [-284 -284 -278 -266 -250]
Recon[4:9]:    [-284 -284 -278 -266 -250]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (NLMS Block 1024 (5min)):
Original[4:9]: [-218 -214 -215 -219 -220]
Recon[4:9]:    [-218 -214 -215 -219 -220]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (NLMS Block 1024 (5min)):
Original[4:9]: [-180 -180 -180 -179 -178]
Recon[4:9]:    [-180 -180 -180 -179 -178]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (NLMS Block 1024 (5min)):
Original[4:9]: [-178 -178 -177 -176 -174]
Recon[4:9]:    [-178 -178 -177 -176 -174]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (NLMS Block 1024 (5min)):
Original[4:9]: [-213 -213 -213 -220 -222]
Recon[4:9]:    [-213 -213 -213 -220 -222]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (NLMS Block 1024 (5min)):
Original[4:9]: [-152 -153 -151 -155 -155]
Recon[4:9]:    [-152 -153 -151 -155 -155]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (NLMS Block 1024 (5min)):
Original[4:9]: [ 39  86 125 145 130]
Recon[4:9]:    [ 39  86 125 145 130]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (NLMS Block 1024 (5min)):
Original[4:9]: [-220 -207 -203 -197 -200]
Recon[4:9]:    [-220 -207 -203 -197 -200]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (NLMS Block 1024 (5min)):
Original[4:9]: [-126 -127 -132 -134 -139]
Recon[4:9]:    [-126 -127 -132 -134 -139]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (NLMS Block 1024 (5min)):
Original[4:9]: [-215 -217 -214 -211 -210]
Recon[4:9]:    [-215 -217 -214 -211 -210]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (NLMS Block 1024 (5min)):
Original[4:9]: [-19 -21 -13  12  50]
Recon[4:9]:    [-19 -21 -13  12  50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (NLMS Block 1024 (5min)):
Original[4:9]: [-211 -205 -195 -188 -182]
Recon[4:9]:    [-211 -205 -195 -188 -182]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (NLMS Block 1024 (5min)):
Original[4:9]: [-144 -145 -150 -153 -152]
Recon[4:9]:    [-144 -145 -150 -153 -152]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (NLMS Block 1024 (5min)):
Original[4:9]: [ 135  122   70  -23 -132]
Recon[4:9]:    [ 135  122   70  -23 -132]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (NLMS Block 1024 (5min)):
Original[4:9]: [-207 -205 -206 -204 -203]
Recon[4:9]:    [-207 -205 -206 -204 -203]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (NLMS Block 1024 (5min)):
Original[4:9]: [-103 -111 -126 -133 -145]
Recon[4:9]:    [-103 -111 -126 -133 -145]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (NLMS Block 1024 (5min)):
Original[4:9]: [-180 -185 -189 -194 -195]
Recon[4:9]:    [-180 -185 -189 -194 -195]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (NLMS Block 1024 (5min)):
Original[4:9]: [-164 -163 -163 -160 -155]
Recon[4:9]:    [-164 -163 -163 -160 -155]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (NLMS Block 1024 (5min)):
Original[4:9]: [-441 -448 -449 -450 -453]
Recon[4:9]:    [-441 -448 -449 -450 -453]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (NLMS Block 1024 (5min)):
Original[4:9]: [-160 -162 -161 -163 -160]
Recon[4:9]:    [-160 -162 -161 -163 -160]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (NLMS Block 1024 (5min)):
Original[4:9]: [-174 -176 -175 -175 -174]
Recon[4:9]:    [-174 -176 -175 -175 -174]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (NLMS Block 1024 (5min)):
Original[4:9]: [-234 -233 -238 -234 -238]
Recon[4:9]:    [-234 -233 -238 -234 -238]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (NLMS Block 1024 (5min)):
Original[4:9]: [-140 -138 -139 -139 -137]
Recon[4:9]:    [-140 -138 -139 -139 -137]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (NLMS Block 1024 (5min)):
Original[4:9]: [-197 -200 -201 -206 -207]
Recon[4:9]:    [-197 -200 -201 -206 -207]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (NLMS Block 1024 (5min)):
Original[4:9]: [-161 -165 -163 -162 -162]
Recon[4:9]:    [-161 -165 -163 -162 -162]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (NLMS Block 1024 (5min)):
Original[4:9]: [-175 -172 -174 -175 -174]
Recon[4:9]:    [-175 -172 -174 -175 -174]
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DEBUG Segment 32 (NLMS Block 1024 (5min)):
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DEBUG Segment 33 (NLMS Block 1024 (5min)):
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Recon[4:9]:    [-184 -186 -190 -190 -187]
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L2 calculation: 0.0

DEBUG Segment 34 (NLMS Block 1024 (5min)):
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Recon[4:9]:    [-173 -171 -169 -168 -172]
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L2 calculation: 0.0

DEBUG Segment 35 (NLMS Block 1024 (5min)):
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DEBUG Segment 36 (NLMS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 37 (NLMS Block 1024 (5min)):
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DEBUG Segment 38 (NLMS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 39 (NLMS Block 1024 (5min)):
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Recon[4:9]:    [-159 -161 -161 -162 -163]
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L2 calculation: 0.0

DEBUG Segment 40 (NLMS Block 1024 (5min)):
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Recon[4:9]:    [-140 -148 -148 -140 -132]
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L2 calculation: 0.0

DEBUG Segment 41 (NLMS Block 1024 (5min)):
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DEBUG Segment 42 (NLMS Block 1024 (5min)):
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Recon[4:9]:    [-108 -108 -110 -115 -117]
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L2 calculation: 0.0

DEBUG Segment 43 (NLMS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 44 (NLMS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 45 (NLMS Block 1024 (5min)):
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Recon[4:9]:    [-160 -161 -162 -158 -162]
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L2 calculation: 0.0

DEBUG Segment 46 (NLMS Block 1024 (5min)):
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Recon[4:9]:    [-129 -126 -129 -126 -132]
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L2 calculation: 0.0

DEBUG Segment 47 (NLMS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 48 (NLMS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 49 (NLMS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 50 (NLMS Block 1024 (5min)):
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Recon[4:9]:    [-135 -136 -134 -134 -133]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (NLMS Block 1024 (5min)):
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Recon[4:9]:    [-58 -50 -50 -47 -47]
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L2 calculation: 0.0

DEBUG Segment 52 (NLMS Block 1024 (5min)):
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Recon[4:9]:    [-153 -154 -159 -163 -163]
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L2 calculation: 0.0

DEBUG Segment 53 (NLMS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 54 (NLMS Block 1024 (5min)):
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DEBUG Segment 55 (NLMS Block 1024 (5min)):
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DEBUG Segment 56 (NLMS Block 1024 (5min)):
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DEBUG Segment 57 (NLMS Block 1024 (5min)):
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DEBUG Segment 58 (NLMS Block 1024 (5min)):
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DEBUG Segment 59 (NLMS Block 1024 (5min)):
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DEBUG Segment 60 (NLMS Block 1024 (5min)):
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DEBUG Segment 61 (NLMS Block 1024 (5min)):
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DEBUG Segment 62 (NLMS Block 1024 (5min)):
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Recon[4:9]:    [-97 -98 -95 -89 -87]
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DEBUG Segment 63 (NLMS Block 1024 (5min)):
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DEBUG Segment 64 (NLMS Block 1024 (5min)):
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DEBUG Segment 65 (NLMS Block 1024 (5min)):
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DEBUG Segment 66 (NLMS Block 1024 (5min)):
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DEBUG Segment 67 (NLMS Block 1024 (5min)):
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DEBUG Segment 68 (NLMS Block 1024 (5min)):
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DEBUG Segment 69 (NLMS Block 1024 (5min)):
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DEBUG Segment 70 (NLMS Block 1024 (5min)):
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DEBUG Segment 71 (NLMS Block 1024 (5min)):
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DEBUG Segment 72 (NLMS Block 1024 (5min)):
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DEBUG Segment 73 (NLMS Block 1024 (5min)):
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DEBUG Segment 74 (NLMS Block 1024 (5min)):
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DEBUG Segment 75 (NLMS Block 1024 (5min)):
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DEBUG Segment 76 (NLMS Block 1024 (5min)):
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DEBUG Segment 77 (NLMS Block 1024 (5min)):
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DEBUG Segment 78 (NLMS Block 1024 (5min)):
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DEBUG Segment 79 (NLMS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 80 (NLMS Block 1024 (5min)):
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DEBUG Segment 81 (NLMS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 82 (NLMS Block 1024 (5min)):
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DEBUG Segment 83 (NLMS Block 1024 (5min)):
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DEBUG Segment 84 (NLMS Block 1024 (5min)):
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DEBUG Segment 85 (NLMS Block 1024 (5min)):
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DEBUG Segment 86 (NLMS Block 1024 (5min)):
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DEBUG Segment 87 (NLMS Block 1024 (5min)):
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DEBUG Segment 88 (NLMS Block 1024 (5min)):
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DEBUG Segment 89 (NLMS Block 1024 (5min)):
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DEBUG Segment 90 (NLMS Block 1024 (5min)):
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DEBUG Segment 91 (NLMS Block 1024 (5min)):
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DEBUG Segment 92 (NLMS Block 1024 (5min)):
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DEBUG Segment 93 (NLMS Block 1024 (5min)):
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DEBUG Segment 94 (NLMS Block 1024 (5min)):
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DEBUG Segment 95 (NLMS Block 1024 (5min)):
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DEBUG Segment 96 (NLMS Block 1024 (5min)):
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DEBUG Segment 97 (NLMS Block 1024 (5min)):
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DEBUG Segment 98 (NLMS Block 1024 (5min)):
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DEBUG Segment 99 (NLMS Block 1024 (5min)):
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DEBUG Segment 100 (NLMS Block 1024 (5min)):
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DEBUG Segment 101 (NLMS Block 1024 (5min)):
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DEBUG Segment 102 (NLMS Block 1024 (5min)):
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DEBUG Segment 103 (NLMS Block 1024 (5min)):
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DEBUG Segment 104 (NLMS Block 1024 (5min)):
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Recon[4:9]:    [-146 -147 -146 -143 -140]
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DEBUG Segment 105 (NLMS Block 1024 (5min)):
Original[4:9]: [-150 -149 -146 -145 -144]
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---- NLMS Block 1024 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added NLMS results for Block 1024: CR Rice=1.507, CR Huff=1.621, mean L2=51.53459
Best params for GASS Block 1024 (10s): {'order': 4, 'mu': 1e-07, 'rho': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (GASS Block 1024 (5min)):
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DEBUG Segment 1 (GASS Block 1024 (5min)):
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DEBUG Segment 2 (GASS Block 1024 (5min)):
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DEBUG Segment 3 (GASS Block 1024 (5min)):
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DEBUG Segment 4 (GASS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 5 (GASS Block 1024 (5min)):
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L2 calculation: 0.0

DEBUG Segment 6 (GASS Block 1024 (5min)):
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DEBUG Segment 7 (GASS Block 1024 (5min)):
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DEBUG Segment 8 (GASS Block 1024 (5min)):
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DEBUG Segment 9 (GASS Block 1024 (5min)):
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DEBUG Segment 10 (GASS Block 1024 (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 98 (GASS Block 1024 (5min)):
Original[4:9]: [-136 -136 -133 -133 -131]
Recon[4:9]:    [-136 -136 -133 -133 -131]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 99 (GASS Block 1024 (5min)):
Original[4:9]: [ 19  22  43  87 130]
Recon[4:9]:    [ 19  22  43  87 130]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 100 (GASS Block 1024 (5min)):
Original[4:9]: [-149 -151 -155 -156 -155]
Recon[4:9]:    [-149 -151 -155 -156 -155]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 101 (GASS Block 1024 (5min)):
Original[4:9]: [-159 -157 -153 -149 -151]
Recon[4:9]:    [-159 -157 -153 -149 -151]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 102 (GASS Block 1024 (5min)):
Original[4:9]: [-171 -172 -174 -174 -171]
Recon[4:9]:    [-171 -172 -174 -174 -171]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 103 (GASS Block 1024 (5min)):
Original[4:9]: [-327 -335 -343 -350 -352]
Recon[4:9]:    [-327 -335 -343 -350 -352]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 104 (GASS Block 1024 (5min)):
Original[4:9]: [-146 -147 -146 -143 -140]
Recon[4:9]:    [-146 -147 -146 -143 -140]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 105 (GASS Block 1024 (5min)):
Original[4:9]: [-150 -149 -146 -145 -144]
Recon[4:9]:    [-150 -149 -146 -145 -144]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- GASS Block 1024 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added GASS results for Block 1024: CR Rice=2.033, CR Huff=2.194, mean L2=19.03979
Best params for LMS Block 2048 (10s): {'order': 4, 'mu': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (LMS Block 2048 (5min)):
Original[4:9]: [-167 -167 -167 -163 -163]
Recon[4:9]:    [-167 -167 -167 -163 -163]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (LMS Block 2048 (5min)):
Original[4:9]: [-168 -167 -169 -163 -164]
Recon[4:9]:    [-168 -167 -169 -163 -164]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (LMS Block 2048 (5min)):
Original[4:9]: [-204 -208 -209 -213 -214]
Recon[4:9]:    [-204 -208 -209 -213 -214]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (LMS Block 2048 (5min)):
Original[4:9]: [-284 -284 -278 -266 -250]
Recon[4:9]:    [-284 -284 -278 -266 -250]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (LMS Block 2048 (5min)):
Original[4:9]: [-180 -180 -180 -179 -178]
Recon[4:9]:    [-180 -180 -180 -179 -178]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (LMS Block 2048 (5min)):
Original[4:9]: [-213 -213 -213 -220 -222]
Recon[4:9]:    [-213 -213 -213 -220 -222]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (LMS Block 2048 (5min)):
Original[4:9]: [ 39  86 125 145 130]
Recon[4:9]:    [ 39  86 125 145 130]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (LMS Block 2048 (5min)):
Original[4:9]: [-126 -127 -132 -134 -139]
Recon[4:9]:    [-126 -127 -132 -134 -139]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (LMS Block 2048 (5min)):
Original[4:9]: [-19 -21 -13  12  50]
Recon[4:9]:    [-19 -21 -13  12  50]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (LMS Block 2048 (5min)):
Original[4:9]: [-144 -145 -150 -153 -152]
Recon[4:9]:    [-144 -145 -150 -153 -152]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (LMS Block 2048 (5min)):
Original[4:9]: [-207 -205 -206 -204 -203]
Recon[4:9]:    [-207 -205 -206 -204 -203]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (LMS Block 2048 (5min)):
Original[4:9]: [-180 -185 -189 -194 -195]
Recon[4:9]:    [-180 -185 -189 -194 -195]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (LMS Block 2048 (5min)):
Original[4:9]: [-441 -448 -449 -450 -453]
Recon[4:9]:    [-441 -448 -449 -450 -453]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (LMS Block 2048 (5min)):
Original[4:9]: [-174 -176 -175 -175 -174]
Recon[4:9]:    [-174 -176 -175 -175 -174]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (LMS Block 2048 (5min)):
Original[4:9]: [-140 -138 -139 -139 -137]
Recon[4:9]:    [-140 -138 -139 -139 -137]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (LMS Block 2048 (5min)):
Original[4:9]: [-161 -165 -163 -162 -162]
Recon[4:9]:    [-161 -165 -163 -162 -162]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (LMS Block 2048 (5min)):
Original[4:9]: [-140 -137 -132 -131 -136]
Recon[4:9]:    [-140 -137 -132 -131 -136]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (LMS Block 2048 (5min)):
Original[4:9]: [-173 -171 -169 -168 -172]
Recon[4:9]:    [-173 -171 -169 -168 -172]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (LMS Block 2048 (5min)):
Original[4:9]: [-370 -354 -328 -299 -264]
Recon[4:9]:    [-370 -354 -328 -299 -264]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (LMS Block 2048 (5min)):
Original[4:9]: [-200 -200 -203 -210 -213]
Recon[4:9]:    [-200 -200 -203 -210 -213]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (LMS Block 2048 (5min)):
Original[4:9]: [-140 -148 -148 -140 -132]
Recon[4:9]:    [-140 -148 -148 -140 -132]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (LMS Block 2048 (5min)):
Original[4:9]: [-108 -108 -110 -115 -117]
Recon[4:9]:    [-108 -108 -110 -115 -117]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (LMS Block 2048 (5min)):
Original[4:9]: [-144 -140 -140 -141 -140]
Recon[4:9]:    [-144 -140 -140 -141 -140]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (LMS Block 2048 (5min)):
Original[4:9]: [-129 -126 -129 -126 -132]
Recon[4:9]:    [-129 -126 -129 -126 -132]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (LMS Block 2048 (5min)):
Original[4:9]: [-140 -139 -139 -142 -141]
Recon[4:9]:    [-140 -139 -139 -142 -141]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (LMS Block 2048 (5min)):
Original[4:9]: [-135 -136 -134 -134 -133]
Recon[4:9]:    [-135 -136 -134 -134 -133]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (LMS Block 2048 (5min)):
Original[4:9]: [-153 -154 -159 -163 -163]
Recon[4:9]:    [-153 -154 -159 -163 -163]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (LMS Block 2048 (5min)):
Original[4:9]: [-154 -157 -153 -152 -150]
Recon[4:9]:    [-154 -157 -153 -152 -150]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (LMS Block 2048 (5min)):
Original[4:9]: [-126 -126 -129 -127 -132]
Recon[4:9]:    [-126 -126 -129 -127 -132]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (LMS Block 2048 (5min)):
Original[4:9]: [-129 -130 -123 -126 -126]
Recon[4:9]:    [-129 -130 -123 -126 -126]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (LMS Block 2048 (5min)):
Original[4:9]: [-120 -118 -117 -117 -112]
Recon[4:9]:    [-120 -118 -117 -117 -112]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (LMS Block 2048 (5min)):
Original[4:9]: [-97 -98 -95 -89 -87]
Recon[4:9]:    [-97 -98 -95 -89 -87]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (LMS Block 2048 (5min)):
Original[4:9]: [-145 -146 -139 -140 -137]
Recon[4:9]:    [-145 -146 -139 -140 -137]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (LMS Block 2048 (5min)):
Original[4:9]: [-162 -163 -165 -167 -167]
Recon[4:9]:    [-162 -163 -165 -167 -167]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (LMS Block 2048 (5min)):
Original[4:9]: [-107 -102  -97  -96  -98]
Recon[4:9]:    [-107 -102  -97  -96  -98]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (LMS Block 2048 (5min)):
Original[4:9]: [-139 -137 -142 -140 -138]
Recon[4:9]:    [-139 -137 -142 -140 -138]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (LMS Block 2048 (5min)):
Original[4:9]: [-204 -207 -209 -213 -219]
Recon[4:9]:    [-204 -207 -209 -213 -219]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (LMS Block 2048 (5min)):
Original[4:9]: [-367 -358 -339 -313 -281]
Recon[4:9]:    [-367 -358 -339 -313 -281]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (LMS Block 2048 (5min)):
Original[4:9]: [-157 -162 -164 -167 -166]
Recon[4:9]:    [-157 -162 -164 -167 -166]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (LMS Block 2048 (5min)):
Original[4:9]: [-145 -142 -141 -141 -142]
Recon[4:9]:    [-145 -142 -141 -141 -142]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (LMS Block 2048 (5min)):
Original[4:9]: [-147 -147 -150 -154 -151]
Recon[4:9]:    [-147 -147 -150 -154 -151]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (LMS Block 2048 (5min)):
Original[4:9]: [-164 -165 -161 -156 -154]
Recon[4:9]:    [-164 -165 -161 -156 -154]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (LMS Block 2048 (5min)):
Original[4:9]: [-160 -166 -167 -162 -148]
Recon[4:9]:    [-160 -166 -167 -162 -148]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (LMS Block 2048 (5min)):
Original[4:9]: [-130 -132 -135 -132 -131]
Recon[4:9]:    [-130 -132 -135 -132 -131]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (LMS Block 2048 (5min)):
Original[4:9]: [-172 -171 -167 -167 -167]
Recon[4:9]:    [-172 -171 -167 -167 -167]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (LMS Block 2048 (5min)):
Original[4:9]: [-435 -439 -436 -432 -428]
Recon[4:9]:    [-435 -439 -436 -432 -428]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (LMS Block 2048 (5min)):
Original[4:9]: [-120 -118 -115 -118 -122]
Recon[4:9]:    [-120 -118 -115 -118 -122]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (LMS Block 2048 (5min)):
Original[4:9]: [-266 -260 -255 -253 -248]
Recon[4:9]:    [-266 -260 -255 -253 -248]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (LMS Block 2048 (5min)):
Original[4:9]: [-214 -207 -203 -202 -202]
Recon[4:9]:    [-214 -207 -203 -202 -202]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (LMS Block 2048 (5min)):
Original[4:9]: [-136 -136 -133 -133 -131]
Recon[4:9]:    [-136 -136 -133 -133 -131]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (LMS Block 2048 (5min)):
Original[4:9]: [-149 -151 -155 -156 -155]
Recon[4:9]:    [-149 -151 -155 -156 -155]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (LMS Block 2048 (5min)):
Original[4:9]: [-171 -172 -174 -174 -171]
Recon[4:9]:    [-171 -172 -174 -174 -171]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (LMS Block 2048 (5min)):
Original[4:9]: [-146 -147 -146 -143 -140]
Recon[4:9]:    [-146 -147 -146 -143 -140]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- LMS Block 2048 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added LMS results for Block 2048: CR Rice=1.965, CR Huff=2.154, mean L2=20.96449
Best params for NLMS Block 2048 (10s): {'order': 4, 'mu': 0.01} (avg l2-norm=0.00000)

DEBUG Segment 0 (NLMS Block 2048 (5min)):
Original[4:9]: [-167 -167 -167 -163 -163]
Recon[4:9]:    [-167 -167 -167 -163 -163]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (NLMS Block 2048 (5min)):
Original[4:9]: [-168 -167 -169 -163 -164]
Recon[4:9]:    [-168 -167 -169 -163 -164]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (NLMS Block 2048 (5min)):
Original[4:9]: [-204 -208 -209 -213 -214]
Recon[4:9]:    [-204 -208 -209 -213 -214]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (NLMS Block 2048 (5min)):
Original[4:9]: [-284 -284 -278 -266 -250]
Recon[4:9]:    [-284 -284 -278 -266 -250]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (NLMS Block 2048 (5min)):
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Recon[4:9]:    [-180 -180 -180 -179 -178]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (NLMS Block 2048 (5min)):
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Recon[4:9]:    [-213 -213 -213 -220 -222]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (NLMS Block 2048 (5min)):
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Recon[4:9]:    [ 39  86 125 145 130]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (NLMS Block 2048 (5min)):
Original[4:9]: [-126 -127 -132 -134 -139]
Recon[4:9]:    [-126 -127 -132 -134 -139]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (NLMS Block 2048 (5min)):
Original[4:9]: [-19 -21 -13  12  50]
Recon[4:9]:    [-19 -21 -13  12  50]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (NLMS Block 2048 (5min)):
Original[4:9]: [-144 -145 -150 -153 -152]
Recon[4:9]:    [-144 -145 -150 -153 -152]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (NLMS Block 2048 (5min)):
Original[4:9]: [-207 -205 -206 -204 -203]
Recon[4:9]:    [-207 -205 -206 -204 -203]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (NLMS Block 2048 (5min)):
Original[4:9]: [-180 -185 -189 -194 -195]
Recon[4:9]:    [-180 -185 -189 -194 -195]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (NLMS Block 2048 (5min)):
Original[4:9]: [-441 -448 -449 -450 -453]
Recon[4:9]:    [-441 -448 -449 -450 -453]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (NLMS Block 2048 (5min)):
Original[4:9]: [-174 -176 -175 -175 -174]
Recon[4:9]:    [-174 -176 -175 -175 -174]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (NLMS Block 2048 (5min)):
Original[4:9]: [-140 -138 -139 -139 -137]
Recon[4:9]:    [-140 -138 -139 -139 -137]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (NLMS Block 2048 (5min)):
Original[4:9]: [-161 -165 -163 -162 -162]
Recon[4:9]:    [-161 -165 -163 -162 -162]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (NLMS Block 2048 (5min)):
Original[4:9]: [-140 -137 -132 -131 -136]
Recon[4:9]:    [-140 -137 -132 -131 -136]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (NLMS Block 2048 (5min)):
Original[4:9]: [-173 -171 -169 -168 -172]
Recon[4:9]:    [-173 -171 -169 -168 -172]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (NLMS Block 2048 (5min)):
Original[4:9]: [-370 -354 -328 -299 -264]
Recon[4:9]:    [-370 -354 -328 -299 -264]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (NLMS Block 2048 (5min)):
Original[4:9]: [-200 -200 -203 -210 -213]
Recon[4:9]:    [-200 -200 -203 -210 -213]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (NLMS Block 2048 (5min)):
Original[4:9]: [-140 -148 -148 -140 -132]
Recon[4:9]:    [-140 -148 -148 -140 -132]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (NLMS Block 2048 (5min)):
Original[4:9]: [-108 -108 -110 -115 -117]
Recon[4:9]:    [-108 -108 -110 -115 -117]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (NLMS Block 2048 (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (NLMS Block 2048 (5min)):
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Recon[4:9]:    [-129 -126 -129 -126 -132]
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DEBUG Segment 24 (NLMS Block 2048 (5min)):
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DEBUG Segment 25 (NLMS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 26 (NLMS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 27 (NLMS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 28 (NLMS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 29 (NLMS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 30 (NLMS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 31 (NLMS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 32 (NLMS Block 2048 (5min)):
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DEBUG Segment 33 (NLMS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 34 (NLMS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 35 (NLMS Block 2048 (5min)):
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DEBUG Segment 36 (NLMS Block 2048 (5min)):
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DEBUG Segment 37 (NLMS Block 2048 (5min)):
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DEBUG Segment 38 (NLMS Block 2048 (5min)):
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DEBUG Segment 39 (NLMS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 40 (NLMS Block 2048 (5min)):
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DEBUG Segment 41 (NLMS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 42 (NLMS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 43 (NLMS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 44 (NLMS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 45 (NLMS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 46 (NLMS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 47 (NLMS Block 2048 (5min)):
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Recon[4:9]:    [-266 -260 -255 -253 -248]
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L2 calculation: 0.0

DEBUG Segment 48 (NLMS Block 2048 (5min)):
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Recon[4:9]:    [-214 -207 -203 -202 -202]
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L2 calculation: 0.0

DEBUG Segment 49 (NLMS Block 2048 (5min)):
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Recon[4:9]:    [-136 -136 -133 -133 -131]
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L2 calculation: 0.0

DEBUG Segment 50 (NLMS Block 2048 (5min)):
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Recon[4:9]:    [-149 -151 -155 -156 -155]
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L2 calculation: 0.0

DEBUG Segment 51 (NLMS Block 2048 (5min)):
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Recon[4:9]:    [-171 -172 -174 -174 -171]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (NLMS Block 2048 (5min)):
Original[4:9]: [-146 -147 -146 -143 -140]
Recon[4:9]:    [-146 -147 -146 -143 -140]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- NLMS Block 2048 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added NLMS results for Block 2048: CR Rice=1.615, CR Huff=1.763, mean L2=39.24299
Best params for GASS Block 2048 (10s): {'order': 4, 'mu': 1e-07, 'rho': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-167 -167 -167 -163 -163]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 2 (GASS Block 2048 (5min)):
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DEBUG Segment 3 (GASS Block 2048 (5min)):
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DEBUG Segment 4 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 5 (GASS Block 2048 (5min)):
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DEBUG Segment 6 (GASS Block 2048 (5min)):
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DEBUG Segment 7 (GASS Block 2048 (5min)):
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DEBUG Segment 8 (GASS Block 2048 (5min)):
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DEBUG Segment 9 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 10 (GASS Block 2048 (5min)):
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DEBUG Segment 11 (GASS Block 2048 (5min)):
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DEBUG Segment 12 (GASS Block 2048 (5min)):
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DEBUG Segment 13 (GASS Block 2048 (5min)):
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DEBUG Segment 14 (GASS Block 2048 (5min)):
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DEBUG Segment 15 (GASS Block 2048 (5min)):
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DEBUG Segment 16 (GASS Block 2048 (5min)):
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DEBUG Segment 17 (GASS Block 2048 (5min)):
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DEBUG Segment 18 (GASS Block 2048 (5min)):
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DEBUG Segment 19 (GASS Block 2048 (5min)):
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DEBUG Segment 20 (GASS Block 2048 (5min)):
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DEBUG Segment 21 (GASS Block 2048 (5min)):
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DEBUG Segment 22 (GASS Block 2048 (5min)):
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DEBUG Segment 23 (GASS Block 2048 (5min)):
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DEBUG Segment 24 (GASS Block 2048 (5min)):
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DEBUG Segment 25 (GASS Block 2048 (5min)):
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DEBUG Segment 26 (GASS Block 2048 (5min)):
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DEBUG Segment 27 (GASS Block 2048 (5min)):
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DEBUG Segment 28 (GASS Block 2048 (5min)):
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DEBUG Segment 29 (GASS Block 2048 (5min)):
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DEBUG Segment 30 (GASS Block 2048 (5min)):
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DEBUG Segment 31 (GASS Block 2048 (5min)):
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DEBUG Segment 32 (GASS Block 2048 (5min)):
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DEBUG Segment 33 (GASS Block 2048 (5min)):
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DEBUG Segment 34 (GASS Block 2048 (5min)):
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DEBUG Segment 35 (GASS Block 2048 (5min)):
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DEBUG Segment 36 (GASS Block 2048 (5min)):
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DEBUG Segment 37 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-367 -358 -339 -313 -281]
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L2 calculation: 0.0

DEBUG Segment 38 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-157 -162 -164 -167 -166]
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L2 calculation: 0.0

DEBUG Segment 39 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 40 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-147 -147 -150 -154 -151]
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DEBUG Segment 41 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-164 -165 -161 -156 -154]
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L2 calculation: 0.0

DEBUG Segment 42 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 43 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 44 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-172 -171 -167 -167 -167]
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L2 calculation: 0.0

DEBUG Segment 45 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-435 -439 -436 -432 -428]
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L2 calculation: 0.0

DEBUG Segment 46 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-120 -118 -115 -118 -122]
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L2 calculation: 0.0

DEBUG Segment 47 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-266 -260 -255 -253 -248]
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L2 calculation: 0.0

DEBUG Segment 48 (GASS Block 2048 (5min)):
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DEBUG Segment 49 (GASS Block 2048 (5min)):
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L2 calculation: 0.0

DEBUG Segment 50 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-149 -151 -155 -156 -155]
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L2 calculation: 0.0

DEBUG Segment 51 (GASS Block 2048 (5min)):
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Recon[4:9]:    [-171 -172 -174 -174 -171]
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L2 calculation: 0.0

DEBUG Segment 52 (GASS Block 2048 (5min)):
Original[4:9]: [-146 -147 -146 -143 -140]
Recon[4:9]:    [-146 -147 -146 -143 -140]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- GASS Block 2048 (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added GASS results for Block 2048: CR Rice=2.117, CR Huff=2.222, mean L2=15.52162
Best params for LMS Elgendi Beats (10s): {'order': 4, 'mu': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (LMS Elgendi Beats (5min)):
Original[4:9]: [-167 -167 -167 -163 -163]
Recon[4:9]:    [-167 -167 -167 -163 -163]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (LMS Elgendi Beats (5min)):
Original[4:9]: [-184 -185 -186 -185 -186]
Recon[4:9]:    [-184 -185 -186 -185 -186]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (LMS Elgendi Beats (5min)):
Original[4:9]: [-190 -198 -200 -197 -191]
Recon[4:9]:    [-190 -198 -200 -197 -191]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (LMS Elgendi Beats (5min)):
Original[4:9]: [-204 -209 -207 -202 -190]
Recon[4:9]:    [-204 -209 -207 -202 -190]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (LMS Elgendi Beats (5min)):
Original[4:9]: [-200 -203 -198 -196 -192]
Recon[4:9]:    [-200 -203 -198 -196 -192]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (LMS Elgendi Beats (5min)):
Original[4:9]: [-181 -178 -180 -181 -179]
Recon[4:9]:    [-181 -178 -180 -181 -179]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (LMS Elgendi Beats (5min)):
Original[4:9]: [-167 -172 -171 -171 -177]
Recon[4:9]:    [-167 -172 -171 -171 -177]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (LMS Elgendi Beats (5min)):
Original[4:9]: [-171 -171 -170 -167 -169]
Recon[4:9]:    [-171 -171 -170 -167 -169]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (LMS Elgendi Beats (5min)):
Original[4:9]: [-159 -157 -156 -157 -157]
Recon[4:9]:    [-159 -157 -156 -157 -157]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (LMS Elgendi Beats (5min)):
Original[4:9]: [-175 -176 -179 -180 -182]
Recon[4:9]:    [-175 -176 -179 -180 -182]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (LMS Elgendi Beats (5min)):
Original[4:9]: [-172 -173 -177 -179 -177]
Recon[4:9]:    [-172 -173 -177 -179 -177]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (LMS Elgendi Beats (5min)):
Original[4:9]: [-213 -216 -213 -210 -208]
Recon[4:9]:    [-213 -216 -213 -210 -208]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (LMS Elgendi Beats (5min)):
Original[4:9]: [-236 -238 -244 -247 -250]
Recon[4:9]:    [-236 -238 -244 -247 -250]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (LMS Elgendi Beats (5min)):
Original[4:9]: [-228 -223 -221 -220 -221]
Recon[4:9]:    [-228 -223 -221 -220 -221]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (LMS Elgendi Beats (5min)):
Original[4:9]: [-209 -210 -207 -209 -214]
Recon[4:9]:    [-209 -210 -207 -209 -214]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (LMS Elgendi Beats (5min)):
Original[4:9]: [-193 -193 -193 -194 -194]
Recon[4:9]:    [-193 -193 -193 -194 -194]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (LMS Elgendi Beats (5min)):
Original[4:9]: [-140 -141 -140 -143 -143]
Recon[4:9]:    [-140 -141 -140 -143 -143]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (LMS Elgendi Beats (5min)):
Original[4:9]: [-156 -155 -152 -149 -147]
Recon[4:9]:    [-156 -155 -152 -149 -147]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (LMS Elgendi Beats (5min)):
Original[4:9]: [-170 -169 -168 -168 -171]
Recon[4:9]:    [-170 -169 -168 -168 -171]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (LMS Elgendi Beats (5min)):
Original[4:9]: [-189 -188 -190 -189 -187]
Recon[4:9]:    [-189 -188 -190 -189 -187]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (LMS Elgendi Beats (5min)):
Original[4:9]: [-207 -209 -209 -212 -209]
Recon[4:9]:    [-207 -209 -209 -212 -209]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (LMS Elgendi Beats (5min)):
Original[4:9]: [-229 -238 -241 -238 -227]
Recon[4:9]:    [-229 -238 -241 -238 -227]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (LMS Elgendi Beats (5min)):
Original[4:9]: [-277 -275 -272 -273 -273]
Recon[4:9]:    [-277 -275 -272 -273 -273]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (LMS Elgendi Beats (5min)):
Original[4:9]: [-216 -220 -223 -231 -234]
Recon[4:9]:    [-216 -220 -223 -231 -234]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (LMS Elgendi Beats (5min)):
Original[4:9]: [-207 -209 -210 -208 -210]
Recon[4:9]:    [-207 -209 -210 -208 -210]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (LMS Elgendi Beats (5min)):
Original[4:9]: [-202 -201 -203 -206 -207]
Recon[4:9]:    [-202 -201 -203 -206 -207]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (LMS Elgendi Beats (5min)):
Original[4:9]: [-176 -176 -175 -178 -177]
Recon[4:9]:    [-176 -176 -175 -178 -177]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (LMS Elgendi Beats (5min)):
Original[4:9]: [-170 -175 -175 -178 -177]
Recon[4:9]:    [-170 -175 -175 -178 -177]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (LMS Elgendi Beats (5min)):
Original[4:9]: [-173 -178 -179 -177 -176]
Recon[4:9]:    [-173 -178 -179 -177 -176]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (LMS Elgendi Beats (5min)):
Original[4:9]: [-172 -174 -172 -172 -172]
Recon[4:9]:    [-172 -174 -172 -172 -172]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (LMS Elgendi Beats (5min)):
Original[4:9]: [-170 -173 -173 -175 -174]
Recon[4:9]:    [-170 -173 -173 -175 -174]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (LMS Elgendi Beats (5min)):
Original[4:9]: [-166 -171 -172 -172 -171]
Recon[4:9]:    [-166 -171 -172 -172 -171]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (LMS Elgendi Beats (5min)):
Original[4:9]: [-162 -165 -168 -170 -175]
Recon[4:9]:    [-162 -165 -168 -170 -175]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (LMS Elgendi Beats (5min)):
Original[4:9]: [-185 -186 -183 -186 -184]
Recon[4:9]:    [-185 -186 -183 -186 -184]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (LMS Elgendi Beats (5min)):
Original[4:9]: [-178 -178 -180 -180 -183]
Recon[4:9]:    [-178 -178 -180 -180 -183]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (LMS Elgendi Beats (5min)):
Original[4:9]: [-168 -171 -172 -173 -173]
Recon[4:9]:    [-168 -171 -172 -173 -173]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (LMS Elgendi Beats (5min)):
Original[4:9]: [-173 -170 -168 -164 -161]
Recon[4:9]:    [-173 -170 -168 -164 -161]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (LMS Elgendi Beats (5min)):
Original[4:9]: [-168 -170 -170 -174 -175]
Recon[4:9]:    [-168 -170 -170 -174 -175]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (LMS Elgendi Beats (5min)):
Original[4:9]: [-163 -161 -160 -163 -164]
Recon[4:9]:    [-163 -161 -160 -163 -164]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (LMS Elgendi Beats (5min)):
Original[4:9]: [-180 -178 -181 -178 -177]
Recon[4:9]:    [-180 -178 -181 -178 -177]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (LMS Elgendi Beats (5min)):
Original[4:9]: [-177 -180 -178 -180 -181]
Recon[4:9]:    [-177 -180 -178 -180 -181]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (LMS Elgendi Beats (5min)):
Original[4:9]: [-185 -186 -184 -187 -188]
Recon[4:9]:    [-185 -186 -184 -187 -188]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (LMS Elgendi Beats (5min)):
Original[4:9]: [-191 -191 -194 -194 -191]
Recon[4:9]:    [-191 -191 -194 -194 -191]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (LMS Elgendi Beats (5min)):
Original[4:9]: [-204 -206 -204 -203 -205]
Recon[4:9]:    [-204 -206 -204 -203 -205]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (LMS Elgendi Beats (5min)):
Original[4:9]: [-200 -196 -199 -200 -203]
Recon[4:9]:    [-200 -196 -199 -200 -203]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (LMS Elgendi Beats (5min)):
Original[4:9]: [-236 -244 -251 -249 -244]
Recon[4:9]:    [-236 -244 -251 -249 -244]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (LMS Elgendi Beats (5min)):
Original[4:9]: [-126 -128 -127 -129 -129]
Recon[4:9]:    [-126 -128 -127 -129 -129]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (LMS Elgendi Beats (5min)):
Original[4:9]: [-114 -118 -120 -122 -122]
Recon[4:9]:    [-114 -118 -120 -122 -122]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (LMS Elgendi Beats (5min)):
Original[4:9]: [-113 -110 -110 -112 -115]
Recon[4:9]:    [-113 -110 -110 -112 -115]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (LMS Elgendi Beats (5min)):
Original[4:9]: [-143 -146 -147 -146 -144]
Recon[4:9]:    [-143 -146 -147 -146 -144]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (LMS Elgendi Beats (5min)):
Original[4:9]: [-274 -272 -270 -269 -271]
Recon[4:9]:    [-274 -272 -270 -269 -271]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (LMS Elgendi Beats (5min)):
Original[4:9]: [-242 -239 -238 -234 -234]
Recon[4:9]:    [-242 -239 -238 -234 -234]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (LMS Elgendi Beats (5min)):
Original[4:9]: [-211 -211 -211 -212 -215]
Recon[4:9]:    [-211 -211 -211 -212 -215]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 53 (LMS Elgendi Beats (5min)):
Original[4:9]: [-202 -197 -199 -199 -206]
Recon[4:9]:    [-202 -197 -199 -199 -206]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 54 (LMS Elgendi Beats (5min)):
Original[4:9]: [-191 -192 -193 -188 -190]
Recon[4:9]:    [-191 -192 -193 -188 -190]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 55 (LMS Elgendi Beats (5min)):
Original[4:9]: [-187 -186 -185 -181 -180]
Recon[4:9]:    [-187 -186 -185 -181 -180]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 56 (LMS Elgendi Beats (5min)):
Original[4:9]: [-168 -167 -166 -172 -173]
Recon[4:9]:    [-168 -167 -166 -172 -173]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 57 (LMS Elgendi Beats (5min)):
Original[4:9]: [-149 -151 -151 -149 -150]
Recon[4:9]:    [-149 -151 -151 -149 -150]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 58 (LMS Elgendi Beats (5min)):
Original[4:9]: [-148 -147 -148 -146 -148]
Recon[4:9]:    [-148 -147 -148 -146 -148]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 59 (LMS Elgendi Beats (5min)):
Original[4:9]: [-171 -170 -168 -163 -163]
Recon[4:9]:    [-171 -170 -168 -163 -163]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 60 (LMS Elgendi Beats (5min)):
Original[4:9]: [-168 -167 -166 -162 -159]
Recon[4:9]:    [-168 -167 -166 -162 -159]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 61 (LMS Elgendi Beats (5min)):
Original[4:9]: [-156 -157 -156 -152 -152]
Recon[4:9]:    [-156 -157 -156 -152 -152]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 62 (LMS Elgendi Beats (5min)):
Original[4:9]: [-151 -152 -152 -154 -155]
Recon[4:9]:    [-151 -152 -152 -154 -155]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 63 (LMS Elgendi Beats (5min)):
Original[4:9]: [-165 -164 -163 -162 -159]
Recon[4:9]:    [-165 -164 -163 -162 -159]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 64 (LMS Elgendi Beats (5min)):
Original[4:9]: [-165 -164 -166 -162 -164]
Recon[4:9]:    [-165 -164 -166 -162 -164]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 65 (LMS Elgendi Beats (5min)):
Original[4:9]: [-166 -166 -168 -170 -171]
Recon[4:9]:    [-166 -166 -168 -170 -171]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 66 (LMS Elgendi Beats (5min)):
Original[4:9]: [-186 -190 -191 -191 -193]
Recon[4:9]:    [-186 -190 -191 -191 -193]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 67 (LMS Elgendi Beats (5min)):
Original[4:9]: [-212 -210 -213 -213 -213]
Recon[4:9]:    [-212 -210 -213 -213 -213]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 68 (LMS Elgendi Beats (5min)):
Original[4:9]: [-205 -208 -207 -208 -210]
Recon[4:9]:    [-205 -208 -207 -208 -210]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 69 (LMS Elgendi Beats (5min)):
Original[4:9]: [-212 -210 -208 -211 -213]
Recon[4:9]:    [-212 -210 -208 -211 -213]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 70 (LMS Elgendi Beats (5min)):
Original[4:9]: [-184 -183 -180 -182 -182]
Recon[4:9]:    [-184 -183 -180 -182 -182]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 71 (LMS Elgendi Beats (5min)):
Original[4:9]: [-150 -148 -147 -151 -150]
Recon[4:9]:    [-150 -148 -147 -151 -150]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 72 (LMS Elgendi Beats (5min)):
Original[4:9]: [-154 -153 -155 -155 -153]
Recon[4:9]:    [-154 -153 -155 -155 -153]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 73 (LMS Elgendi Beats (5min)):
Original[4:9]: [-154 -155 -152 -151 -152]
Recon[4:9]:    [-154 -155 -152 -151 -152]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 74 (LMS Elgendi Beats (5min)):
Original[4:9]: [-141 -144 -143 -144 -150]
Recon[4:9]:    [-141 -144 -143 -144 -150]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 75 (LMS Elgendi Beats (5min)):
Original[4:9]: [-156 -159 -160 -158 -156]
Recon[4:9]:    [-156 -159 -160 -158 -156]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 76 (LMS Elgendi Beats (5min)):
Original[4:9]: [-155 -155 -154 -160 -154]
Recon[4:9]:    [-155 -155 -154 -160 -154]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 77 (LMS Elgendi Beats (5min)):
Original[4:9]: [-141 -143 -142 -141 -140]
Recon[4:9]:    [-141 -143 -142 -141 -140]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 78 (LMS Elgendi Beats (5min)):
Original[4:9]: [-146 -147 -149 -149 -151]
Recon[4:9]:    [-146 -147 -149 -149 -151]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 79 (LMS Elgendi Beats (5min)):
Original[4:9]: [-156 -157 -155 -158 -159]
Recon[4:9]:    [-156 -157 -155 -158 -159]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 80 (LMS Elgendi Beats (5min)):
Original[4:9]: [-164 -162 -160 -157 -158]
Recon[4:9]:    [-164 -162 -160 -157 -158]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 81 (LMS Elgendi Beats (5min)):
Original[4:9]: [-163 -162 -159 -160 -164]
Recon[4:9]:    [-163 -162 -159 -160 -164]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 82 (LMS Elgendi Beats (5min)):
Original[4:9]: [-171 -168 -166 -165 -165]
Recon[4:9]:    [-171 -168 -166 -165 -165]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 83 (LMS Elgendi Beats (5min)):
Original[4:9]: [-198 -205 -206 -204 -205]
Recon[4:9]:    [-198 -205 -206 -204 -205]
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DEBUG Segment 84 (LMS Elgendi Beats (5min)):
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DEBUG Segment 85 (LMS Elgendi Beats (5min)):
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DEBUG Segment 86 (LMS Elgendi Beats (5min)):
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DEBUG Segment 87 (LMS Elgendi Beats (5min)):
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DEBUG Segment 88 (LMS Elgendi Beats (5min)):
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DEBUG Segment 89 (LMS Elgendi Beats (5min)):
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DEBUG Segment 90 (LMS Elgendi Beats (5min)):
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DEBUG Segment 91 (LMS Elgendi Beats (5min)):
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DEBUG Segment 92 (LMS Elgendi Beats (5min)):
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DEBUG Segment 93 (LMS Elgendi Beats (5min)):
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DEBUG Segment 94 (LMS Elgendi Beats (5min)):
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DEBUG Segment 95 (LMS Elgendi Beats (5min)):
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DEBUG Segment 96 (LMS Elgendi Beats (5min)):
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DEBUG Segment 97 (LMS Elgendi Beats (5min)):
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DEBUG Segment 98 (LMS Elgendi Beats (5min)):
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DEBUG Segment 99 (LMS Elgendi Beats (5min)):
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DEBUG Segment 100 (LMS Elgendi Beats (5min)):
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DEBUG Segment 101 (LMS Elgendi Beats (5min)):
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DEBUG Segment 102 (LMS Elgendi Beats (5min)):
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DEBUG Segment 103 (LMS Elgendi Beats (5min)):
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DEBUG Segment 104 (LMS Elgendi Beats (5min)):
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DEBUG Segment 105 (LMS Elgendi Beats (5min)):
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DEBUG Segment 106 (LMS Elgendi Beats (5min)):
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DEBUG Segment 107 (LMS Elgendi Beats (5min)):
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DEBUG Segment 108 (LMS Elgendi Beats (5min)):
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DEBUG Segment 109 (LMS Elgendi Beats (5min)):
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DEBUG Segment 110 (LMS Elgendi Beats (5min)):
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DEBUG Segment 111 (LMS Elgendi Beats (5min)):
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DEBUG Segment 112 (LMS Elgendi Beats (5min)):
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DEBUG Segment 113 (LMS Elgendi Beats (5min)):
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DEBUG Segment 114 (LMS Elgendi Beats (5min)):
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DEBUG Segment 115 (LMS Elgendi Beats (5min)):
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DEBUG Segment 116 (LMS Elgendi Beats (5min)):
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DEBUG Segment 117 (LMS Elgendi Beats (5min)):
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DEBUG Segment 118 (LMS Elgendi Beats (5min)):
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DEBUG Segment 119 (LMS Elgendi Beats (5min)):
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DEBUG Segment 120 (LMS Elgendi Beats (5min)):
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DEBUG Segment 121 (LMS Elgendi Beats (5min)):
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DEBUG Segment 122 (LMS Elgendi Beats (5min)):
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DEBUG Segment 123 (LMS Elgendi Beats (5min)):
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DEBUG Segment 124 (LMS Elgendi Beats (5min)):
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DEBUG Segment 125 (LMS Elgendi Beats (5min)):
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DEBUG Segment 126 (LMS Elgendi Beats (5min)):
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DEBUG Segment 127 (LMS Elgendi Beats (5min)):
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DEBUG Segment 128 (LMS Elgendi Beats (5min)):
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DEBUG Segment 129 (LMS Elgendi Beats (5min)):
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DEBUG Segment 130 (LMS Elgendi Beats (5min)):
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DEBUG Segment 131 (LMS Elgendi Beats (5min)):
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DEBUG Segment 132 (LMS Elgendi Beats (5min)):
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DEBUG Segment 133 (LMS Elgendi Beats (5min)):
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DEBUG Segment 134 (LMS Elgendi Beats (5min)):
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DEBUG Segment 135 (LMS Elgendi Beats (5min)):
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DEBUG Segment 136 (LMS Elgendi Beats (5min)):
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DEBUG Segment 137 (LMS Elgendi Beats (5min)):
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DEBUG Segment 138 (LMS Elgendi Beats (5min)):
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DEBUG Segment 139 (LMS Elgendi Beats (5min)):
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DEBUG Segment 140 (LMS Elgendi Beats (5min)):
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DEBUG Segment 141 (LMS Elgendi Beats (5min)):
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DEBUG Segment 142 (LMS Elgendi Beats (5min)):
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DEBUG Segment 143 (LMS Elgendi Beats (5min)):
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DEBUG Segment 144 (LMS Elgendi Beats (5min)):
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DEBUG Segment 145 (LMS Elgendi Beats (5min)):
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DEBUG Segment 146 (LMS Elgendi Beats (5min)):
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DEBUG Segment 147 (LMS Elgendi Beats (5min)):
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DEBUG Segment 148 (LMS Elgendi Beats (5min)):
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DEBUG Segment 149 (LMS Elgendi Beats (5min)):
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DEBUG Segment 150 (LMS Elgendi Beats (5min)):
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DEBUG Segment 151 (LMS Elgendi Beats (5min)):
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DEBUG Segment 152 (LMS Elgendi Beats (5min)):
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DEBUG Segment 153 (LMS Elgendi Beats (5min)):
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DEBUG Segment 154 (LMS Elgendi Beats (5min)):
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DEBUG Segment 155 (LMS Elgendi Beats (5min)):
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DEBUG Segment 156 (LMS Elgendi Beats (5min)):
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DEBUG Segment 157 (LMS Elgendi Beats (5min)):
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DEBUG Segment 158 (LMS Elgendi Beats (5min)):
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DEBUG Segment 159 (LMS Elgendi Beats (5min)):
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DEBUG Segment 160 (LMS Elgendi Beats (5min)):
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DEBUG Segment 161 (LMS Elgendi Beats (5min)):
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DEBUG Segment 162 (LMS Elgendi Beats (5min)):
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DEBUG Segment 163 (LMS Elgendi Beats (5min)):
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DEBUG Segment 164 (LMS Elgendi Beats (5min)):
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DEBUG Segment 165 (LMS Elgendi Beats (5min)):
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DEBUG Segment 166 (LMS Elgendi Beats (5min)):
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DEBUG Segment 167 (LMS Elgendi Beats (5min)):
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DEBUG Segment 168 (LMS Elgendi Beats (5min)):
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DEBUG Segment 169 (LMS Elgendi Beats (5min)):
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DEBUG Segment 170 (LMS Elgendi Beats (5min)):
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DEBUG Segment 171 (LMS Elgendi Beats (5min)):
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DEBUG Segment 172 (LMS Elgendi Beats (5min)):
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DEBUG Segment 173 (LMS Elgendi Beats (5min)):
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DEBUG Segment 174 (LMS Elgendi Beats (5min)):
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DEBUG Segment 175 (LMS Elgendi Beats (5min)):
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DEBUG Segment 176 (LMS Elgendi Beats (5min)):
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DEBUG Segment 177 (LMS Elgendi Beats (5min)):
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DEBUG Segment 178 (LMS Elgendi Beats (5min)):
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DEBUG Segment 179 (LMS Elgendi Beats (5min)):
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DEBUG Segment 180 (LMS Elgendi Beats (5min)):
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DEBUG Segment 181 (LMS Elgendi Beats (5min)):
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DEBUG Segment 182 (LMS Elgendi Beats (5min)):
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DEBUG Segment 183 (LMS Elgendi Beats (5min)):
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DEBUG Segment 184 (LMS Elgendi Beats (5min)):
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DEBUG Segment 185 (LMS Elgendi Beats (5min)):
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DEBUG Segment 186 (LMS Elgendi Beats (5min)):
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DEBUG Segment 187 (LMS Elgendi Beats (5min)):
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DEBUG Segment 188 (LMS Elgendi Beats (5min)):
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DEBUG Segment 189 (LMS Elgendi Beats (5min)):
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DEBUG Segment 190 (LMS Elgendi Beats (5min)):
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DEBUG Segment 191 (LMS Elgendi Beats (5min)):
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DEBUG Segment 192 (LMS Elgendi Beats (5min)):
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DEBUG Segment 193 (LMS Elgendi Beats (5min)):
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DEBUG Segment 194 (LMS Elgendi Beats (5min)):
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DEBUG Segment 195 (LMS Elgendi Beats (5min)):
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DEBUG Segment 196 (LMS Elgendi Beats (5min)):
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DEBUG Segment 197 (LMS Elgendi Beats (5min)):
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DEBUG Segment 198 (LMS Elgendi Beats (5min)):
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DEBUG Segment 199 (LMS Elgendi Beats (5min)):
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DEBUG Segment 200 (LMS Elgendi Beats (5min)):
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DEBUG Segment 201 (LMS Elgendi Beats (5min)):
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DEBUG Segment 202 (LMS Elgendi Beats (5min)):
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DEBUG Segment 203 (LMS Elgendi Beats (5min)):
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DEBUG Segment 204 (LMS Elgendi Beats (5min)):
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DEBUG Segment 205 (LMS Elgendi Beats (5min)):
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DEBUG Segment 206 (LMS Elgendi Beats (5min)):
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DEBUG Segment 207 (LMS Elgendi Beats (5min)):
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DEBUG Segment 208 (LMS Elgendi Beats (5min)):
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DEBUG Segment 209 (LMS Elgendi Beats (5min)):
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DEBUG Segment 210 (LMS Elgendi Beats (5min)):
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DEBUG Segment 211 (LMS Elgendi Beats (5min)):
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DEBUG Segment 212 (LMS Elgendi Beats (5min)):
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DEBUG Segment 213 (LMS Elgendi Beats (5min)):
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DEBUG Segment 214 (LMS Elgendi Beats (5min)):
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DEBUG Segment 215 (LMS Elgendi Beats (5min)):
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DEBUG Segment 216 (LMS Elgendi Beats (5min)):
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DEBUG Segment 217 (LMS Elgendi Beats (5min)):
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DEBUG Segment 218 (LMS Elgendi Beats (5min)):
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DEBUG Segment 219 (LMS Elgendi Beats (5min)):
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DEBUG Segment 220 (LMS Elgendi Beats (5min)):
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DEBUG Segment 221 (LMS Elgendi Beats (5min)):
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DEBUG Segment 222 (LMS Elgendi Beats (5min)):
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DEBUG Segment 223 (LMS Elgendi Beats (5min)):
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DEBUG Segment 224 (LMS Elgendi Beats (5min)):
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DEBUG Segment 225 (LMS Elgendi Beats (5min)):
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DEBUG Segment 226 (LMS Elgendi Beats (5min)):
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DEBUG Segment 227 (LMS Elgendi Beats (5min)):
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DEBUG Segment 228 (LMS Elgendi Beats (5min)):
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DEBUG Segment 229 (LMS Elgendi Beats (5min)):
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DEBUG Segment 230 (LMS Elgendi Beats (5min)):
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DEBUG Segment 231 (LMS Elgendi Beats (5min)):
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DEBUG Segment 232 (LMS Elgendi Beats (5min)):
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DEBUG Segment 233 (LMS Elgendi Beats (5min)):
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DEBUG Segment 234 (LMS Elgendi Beats (5min)):
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DEBUG Segment 235 (LMS Elgendi Beats (5min)):
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DEBUG Segment 236 (LMS Elgendi Beats (5min)):
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DEBUG Segment 237 (LMS Elgendi Beats (5min)):
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DEBUG Segment 238 (LMS Elgendi Beats (5min)):
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DEBUG Segment 239 (LMS Elgendi Beats (5min)):
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DEBUG Segment 240 (LMS Elgendi Beats (5min)):
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DEBUG Segment 241 (LMS Elgendi Beats (5min)):
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DEBUG Segment 242 (LMS Elgendi Beats (5min)):
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DEBUG Segment 243 (LMS Elgendi Beats (5min)):
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DEBUG Segment 244 (LMS Elgendi Beats (5min)):
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DEBUG Segment 245 (LMS Elgendi Beats (5min)):
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DEBUG Segment 246 (LMS Elgendi Beats (5min)):
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DEBUG Segment 247 (LMS Elgendi Beats (5min)):
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DEBUG Segment 248 (LMS Elgendi Beats (5min)):
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DEBUG Segment 249 (LMS Elgendi Beats (5min)):
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DEBUG Segment 250 (LMS Elgendi Beats (5min)):
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DEBUG Segment 251 (LMS Elgendi Beats (5min)):
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DEBUG Segment 252 (LMS Elgendi Beats (5min)):
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DEBUG Segment 253 (LMS Elgendi Beats (5min)):
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DEBUG Segment 254 (LMS Elgendi Beats (5min)):
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DEBUG Segment 255 (LMS Elgendi Beats (5min)):
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DEBUG Segment 256 (LMS Elgendi Beats (5min)):
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DEBUG Segment 257 (LMS Elgendi Beats (5min)):
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DEBUG Segment 258 (LMS Elgendi Beats (5min)):
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DEBUG Segment 259 (LMS Elgendi Beats (5min)):
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DEBUG Segment 260 (LMS Elgendi Beats (5min)):
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DEBUG Segment 261 (LMS Elgendi Beats (5min)):
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DEBUG Segment 262 (LMS Elgendi Beats (5min)):
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DEBUG Segment 263 (LMS Elgendi Beats (5min)):
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DEBUG Segment 264 (LMS Elgendi Beats (5min)):
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DEBUG Segment 265 (LMS Elgendi Beats (5min)):
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DEBUG Segment 266 (LMS Elgendi Beats (5min)):
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DEBUG Segment 267 (LMS Elgendi Beats (5min)):
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DEBUG Segment 268 (LMS Elgendi Beats (5min)):
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DEBUG Segment 269 (LMS Elgendi Beats (5min)):
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DEBUG Segment 270 (LMS Elgendi Beats (5min)):
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DEBUG Segment 271 (LMS Elgendi Beats (5min)):
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DEBUG Segment 272 (LMS Elgendi Beats (5min)):
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DEBUG Segment 273 (LMS Elgendi Beats (5min)):
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DEBUG Segment 274 (LMS Elgendi Beats (5min)):
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DEBUG Segment 275 (LMS Elgendi Beats (5min)):
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DEBUG Segment 276 (LMS Elgendi Beats (5min)):
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DEBUG Segment 277 (LMS Elgendi Beats (5min)):
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DEBUG Segment 278 (LMS Elgendi Beats (5min)):
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DEBUG Segment 279 (LMS Elgendi Beats (5min)):
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DEBUG Segment 280 (LMS Elgendi Beats (5min)):
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DEBUG Segment 281 (LMS Elgendi Beats (5min)):
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DEBUG Segment 282 (LMS Elgendi Beats (5min)):
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DEBUG Segment 283 (LMS Elgendi Beats (5min)):
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DEBUG Segment 284 (LMS Elgendi Beats (5min)):
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DEBUG Segment 285 (LMS Elgendi Beats (5min)):
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DEBUG Segment 286 (LMS Elgendi Beats (5min)):
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DEBUG Segment 287 (LMS Elgendi Beats (5min)):
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DEBUG Segment 288 (LMS Elgendi Beats (5min)):
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DEBUG Segment 289 (LMS Elgendi Beats (5min)):
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DEBUG Segment 290 (LMS Elgendi Beats (5min)):
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DEBUG Segment 291 (LMS Elgendi Beats (5min)):
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DEBUG Segment 292 (LMS Elgendi Beats (5min)):
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DEBUG Segment 293 (LMS Elgendi Beats (5min)):
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DEBUG Segment 294 (LMS Elgendi Beats (5min)):
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DEBUG Segment 295 (LMS Elgendi Beats (5min)):
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DEBUG Segment 296 (LMS Elgendi Beats (5min)):
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DEBUG Segment 297 (LMS Elgendi Beats (5min)):
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DEBUG Segment 298 (LMS Elgendi Beats (5min)):
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DEBUG Segment 299 (LMS Elgendi Beats (5min)):
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DEBUG Segment 300 (LMS Elgendi Beats (5min)):
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DEBUG Segment 301 (LMS Elgendi Beats (5min)):
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DEBUG Segment 302 (LMS Elgendi Beats (5min)):
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DEBUG Segment 303 (LMS Elgendi Beats (5min)):
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DEBUG Segment 304 (LMS Elgendi Beats (5min)):
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DEBUG Segment 305 (LMS Elgendi Beats (5min)):
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DEBUG Segment 306 (LMS Elgendi Beats (5min)):
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DEBUG Segment 307 (LMS Elgendi Beats (5min)):
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DEBUG Segment 308 (LMS Elgendi Beats (5min)):
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DEBUG Segment 309 (LMS Elgendi Beats (5min)):
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DEBUG Segment 310 (LMS Elgendi Beats (5min)):
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DEBUG Segment 311 (LMS Elgendi Beats (5min)):
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DEBUG Segment 312 (LMS Elgendi Beats (5min)):
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DEBUG Segment 313 (LMS Elgendi Beats (5min)):
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DEBUG Segment 314 (LMS Elgendi Beats (5min)):
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DEBUG Segment 315 (LMS Elgendi Beats (5min)):
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DEBUG Segment 316 (LMS Elgendi Beats (5min)):
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DEBUG Segment 317 (LMS Elgendi Beats (5min)):
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DEBUG Segment 318 (LMS Elgendi Beats (5min)):
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DEBUG Segment 319 (LMS Elgendi Beats (5min)):
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DEBUG Segment 320 (LMS Elgendi Beats (5min)):
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DEBUG Segment 321 (LMS Elgendi Beats (5min)):
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DEBUG Segment 322 (LMS Elgendi Beats (5min)):
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DEBUG Segment 323 (LMS Elgendi Beats (5min)):
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DEBUG Segment 324 (LMS Elgendi Beats (5min)):
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DEBUG Segment 325 (LMS Elgendi Beats (5min)):
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DEBUG Segment 326 (LMS Elgendi Beats (5min)):
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DEBUG Segment 327 (LMS Elgendi Beats (5min)):
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DEBUG Segment 328 (LMS Elgendi Beats (5min)):
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DEBUG Segment 329 (LMS Elgendi Beats (5min)):
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DEBUG Segment 330 (LMS Elgendi Beats (5min)):
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DEBUG Segment 331 (LMS Elgendi Beats (5min)):
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DEBUG Segment 332 (LMS Elgendi Beats (5min)):
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DEBUG Segment 333 (LMS Elgendi Beats (5min)):
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DEBUG Segment 334 (LMS Elgendi Beats (5min)):
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DEBUG Segment 335 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-176 -176 -171 -166 -164]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 336 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-160 -155 -158 -154 -158]
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L2 calculation: 0.0

DEBUG Segment 337 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 338 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 339 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-130 -123 -124 -128 -136]
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L2 calculation: 0.0

DEBUG Segment 340 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-160 -157 -148 -137 -132]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 341 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-140 -139 -138 -137 -133]
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L2 calculation: 0.0

DEBUG Segment 342 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 343 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 344 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 345 (LMS Elgendi Beats (5min)):
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DEBUG Segment 346 (LMS Elgendi Beats (5min)):
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DEBUG Segment 347 (LMS Elgendi Beats (5min)):
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DEBUG Segment 348 (LMS Elgendi Beats (5min)):
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DEBUG Segment 349 (LMS Elgendi Beats (5min)):
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DEBUG Segment 350 (LMS Elgendi Beats (5min)):
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DEBUG Segment 351 (LMS Elgendi Beats (5min)):
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DEBUG Segment 352 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 353 (LMS Elgendi Beats (5min)):
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DEBUG Segment 354 (LMS Elgendi Beats (5min)):
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DEBUG Segment 355 (LMS Elgendi Beats (5min)):
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DEBUG Segment 356 (LMS Elgendi Beats (5min)):
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DEBUG Segment 357 (LMS Elgendi Beats (5min)):
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DEBUG Segment 358 (LMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 359 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-131 -134 -136 -143 -148]
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L2 calculation: 0.0

DEBUG Segment 360 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-143 -146 -148 -147 -146]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 361 (LMS Elgendi Beats (5min)):
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Recon[4:9]:    [-139 -136 -139 -136 -132]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- LMS Elgendi Beats (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added LMS results for Elgendi Beats: CR Rice=1.680, CR Huff=1.829, mean L2=35.32888
Best params for NLMS Elgendi Beats (10s): {'order': 4, 'mu': 0.01} (avg l2-norm=0.00000)

DEBUG Segment 0 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-167 -167 -167 -163 -163]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 2 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-190 -198 -200 -197 -191]
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L2 calculation: 0.0

DEBUG Segment 3 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 4 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-200 -203 -198 -196 -192]
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L2 calculation: 0.0

DEBUG Segment 5 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-181 -178 -180 -181 -179]
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L2 calculation: 0.0

DEBUG Segment 6 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 7 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-171 -171 -170 -167 -169]
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L2 calculation: 0.0

DEBUG Segment 8 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-159 -157 -156 -157 -157]
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L2 calculation: 0.0

DEBUG Segment 9 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-175 -176 -179 -180 -182]
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L2 calculation: 0.0

DEBUG Segment 10 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-172 -173 -177 -179 -177]
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DEBUG Segment 11 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 12 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 13 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 14 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 15 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 16 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 17 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 18 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 19 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 20 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 21 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 22 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 23 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 24 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 25 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 26 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 27 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 28 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 29 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 30 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 31 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 32 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 33 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 34 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 35 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 36 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 37 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 38 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 39 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 40 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 41 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 42 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 43 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 44 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 45 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 46 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 47 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 48 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 49 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 50 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 51 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 52 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 53 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 54 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 55 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 56 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 57 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 58 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 59 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 60 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 61 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 62 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 63 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 64 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 65 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 66 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 67 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 68 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 69 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 70 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 71 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 72 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 73 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 74 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 75 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 76 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 77 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 78 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 79 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 80 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 81 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 82 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 83 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 84 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 85 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 86 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 87 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 88 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 89 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 90 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 91 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 92 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 93 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 94 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 95 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 96 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 97 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 98 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 99 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 100 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 101 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 102 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 103 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 104 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 105 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 106 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 107 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 108 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 109 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 110 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 111 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 112 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 113 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 114 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 115 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 116 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 117 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 118 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 119 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 120 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 121 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 122 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 123 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 124 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 125 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 126 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 127 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 128 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 129 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 130 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 131 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 132 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 133 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 134 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 135 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 136 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 137 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 138 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 139 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 140 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 160 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 162 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 171 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 174 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 176 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 177 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 178 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 179 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 180 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 181 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 182 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 183 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 184 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 185 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 186 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 187 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 190 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 192 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 193 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 194 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 195 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 196 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 198 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 202 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 204 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 206 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 207 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 210 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 211 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 212 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 213 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 224 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 225 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 226 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 227 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 228 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 229 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 230 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 231 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 232 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 233 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 235 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 236 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 237 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 238 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 239 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 240 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 241 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 242 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 243 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 244 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 245 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 246 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 247 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 248 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 249 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 250 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 251 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 252 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 253 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 254 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 255 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 256 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 257 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 258 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 259 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 260 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 261 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 262 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 263 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 264 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 265 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 266 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 267 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 268 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 269 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 270 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 271 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 272 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 273 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 274 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 275 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 276 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 277 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 278 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 279 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 280 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 281 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 282 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 283 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 284 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 285 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 286 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 287 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 288 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 289 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 290 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 291 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 292 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 293 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 294 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 295 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 296 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 297 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 298 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 299 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 300 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 301 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 302 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 303 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 304 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 305 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 306 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 307 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 308 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-159 -154 -149 -148 -148]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 309 (NLMS Elgendi Beats (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 310 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 311 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 312 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 313 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 314 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 315 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 316 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 317 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 318 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 319 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 320 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 321 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 322 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 323 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 324 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 325 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 326 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 327 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 328 (NLMS Elgendi Beats (5min)):
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DEBUG Segment 329 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 330 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 331 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 332 (NLMS Elgendi Beats (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 333 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 334 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 335 (NLMS Elgendi Beats (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 336 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-160 -155 -158 -154 -158]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 337 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 338 (NLMS Elgendi Beats (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 339 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-130 -123 -124 -128 -136]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 340 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-160 -157 -148 -137 -132]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 341 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-140 -139 -138 -137 -133]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 342 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-145 -144 -145 -145 -148]
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L2 calculation: 0.0

DEBUG Segment 343 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-136 -135 -137 -136 -134]
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L2 calculation: 0.0

DEBUG Segment 344 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-138 -135 -133 -133 -133]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 345 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-150 -150 -150 -146 -148]
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L2 calculation: 0.0

DEBUG Segment 346 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 347 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-152 -150 -152 -160 -156]
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L2 calculation: 0.0

DEBUG Segment 348 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-180 -174 -175 -171 -168]
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L2 calculation: 0.0

DEBUG Segment 349 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-165 -164 -163 -162 -160]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 350 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 351 (NLMS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 352 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-172 -171 -174 -176 -170]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 353 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-133 -134 -138 -143 -147]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 354 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-147 -143 -141 -136 -139]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 355 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-150 -150 -152 -158 -157]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 356 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-147 -149 -149 -152 -153]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 357 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-147 -147 -145 -143 -147]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 358 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-139 -141 -138 -139 -138]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 359 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-131 -134 -136 -143 -148]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 360 (NLMS Elgendi Beats (5min)):
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Recon[4:9]:    [-143 -146 -148 -147 -146]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 361 (NLMS Elgendi Beats (5min)):
Original[4:9]: [-139 -136 -139 -136 -132]
Recon[4:9]:    [-139 -136 -139 -136 -132]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- NLMS Elgendi Beats (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added NLMS results for Elgendi Beats: CR Rice=1.324, CR Huff=1.449, mean L2=73.07795
Best params for GASS Elgendi Beats (10s): {'order': 4, 'mu': 1e-07, 'rho': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-167 -167 -167 -163 -163]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (GASS Elgendi Beats (5min)):
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DEBUG Segment 2 (GASS Elgendi Beats (5min)):
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DEBUG Segment 3 (GASS Elgendi Beats (5min)):
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DEBUG Segment 4 (GASS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 5 (GASS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 6 (GASS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 7 (GASS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 8 (GASS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 9 (GASS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 10 (GASS Elgendi Beats (5min)):
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DEBUG Segment 11 (GASS Elgendi Beats (5min)):
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DEBUG Segment 12 (GASS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 13 (GASS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 14 (GASS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 15 (GASS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 16 (GASS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 17 (GASS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 18 (GASS Elgendi Beats (5min)):
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DEBUG Segment 19 (GASS Elgendi Beats (5min)):
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DEBUG Segment 20 (GASS Elgendi Beats (5min)):
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DEBUG Segment 21 (GASS Elgendi Beats (5min)):
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DEBUG Segment 22 (GASS Elgendi Beats (5min)):
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DEBUG Segment 23 (GASS Elgendi Beats (5min)):
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DEBUG Segment 24 (GASS Elgendi Beats (5min)):
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DEBUG Segment 25 (GASS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 26 (GASS Elgendi Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 27 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-170 -175 -175 -178 -177]
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L2 calculation: 0.0

DEBUG Segment 28 (GASS Elgendi Beats (5min)):
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Recon[4:9]:    [-173 -178 -179 -177 -176]
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DEBUG Segment 303 (GASS Elgendi Beats (5min)):
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DEBUG Segment 306 (GASS Elgendi Beats (5min)):
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DEBUG Segment 309 (GASS Elgendi Beats (5min)):
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DEBUG Segment 310 (GASS Elgendi Beats (5min)):
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DEBUG Segment 315 (GASS Elgendi Beats (5min)):
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DEBUG Segment 316 (GASS Elgendi Beats (5min)):
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DEBUG Segment 317 (GASS Elgendi Beats (5min)):
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DEBUG Segment 318 (GASS Elgendi Beats (5min)):
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DEBUG Segment 319 (GASS Elgendi Beats (5min)):
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DEBUG Segment 320 (GASS Elgendi Beats (5min)):
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DEBUG Segment 321 (GASS Elgendi Beats (5min)):
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DEBUG Segment 325 (GASS Elgendi Beats (5min)):
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DEBUG Segment 326 (GASS Elgendi Beats (5min)):
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DEBUG Segment 342 (GASS Elgendi Beats (5min)):
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DEBUG Segment 343 (GASS Elgendi Beats (5min)):
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DEBUG Segment 344 (GASS Elgendi Beats (5min)):
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DEBUG Segment 345 (GASS Elgendi Beats (5min)):
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DEBUG Segment 346 (GASS Elgendi Beats (5min)):
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DEBUG Segment 348 (GASS Elgendi Beats (5min)):
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DEBUG Segment 349 (GASS Elgendi Beats (5min)):
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DEBUG Segment 351 (GASS Elgendi Beats (5min)):
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DEBUG Segment 352 (GASS Elgendi Beats (5min)):
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DEBUG Segment 353 (GASS Elgendi Beats (5min)):
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DEBUG Segment 354 (GASS Elgendi Beats (5min)):
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DEBUG Segment 355 (GASS Elgendi Beats (5min)):
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DEBUG Segment 356 (GASS Elgendi Beats (5min)):
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DEBUG Segment 357 (GASS Elgendi Beats (5min)):
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DEBUG Segment 358 (GASS Elgendi Beats (5min)):
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DEBUG Segment 359 (GASS Elgendi Beats (5min)):
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DEBUG Segment 360 (GASS Elgendi Beats (5min)):
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DEBUG Segment 361 (GASS Elgendi Beats (5min)):
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- GASS Elgendi Beats (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added GASS results for Elgendi Beats: CR Rice=1.830, CR Huff=2.035, mean L2=27.30475
Best params for LMS Hamilton Beats (10s): {'order': 4, 'mu': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (LMS Hamilton Beats (5min)):
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Recon[4:9]:    [-167 -167 -167 -163 -163]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (LMS Hamilton Beats (5min)):
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Recon[4:9]:    [-198 -200 -197 -191 -184]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (LMS Hamilton Beats (5min)):
Original[4:9]: [-207 -202 -190 -185 -183]
Recon[4:9]:    [-207 -202 -190 -185 -183]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (LMS Hamilton Beats (5min)):
Original[4:9]: [-203 -198 -196 -192 -194]
Recon[4:9]:    [-203 -198 -196 -192 -194]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (LMS Hamilton Beats (5min)):
Original[4:9]: [-180 -181 -179 -178 -178]
Recon[4:9]:    [-180 -181 -179 -178 -178]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (LMS Hamilton Beats (5min)):
Original[4:9]: [-171 -171 -177 -174 -173]
Recon[4:9]:    [-171 -171 -177 -174 -173]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (LMS Hamilton Beats (5min)):
Original[4:9]: [-170 -167 -169 -170 -167]
Recon[4:9]:    [-170 -167 -169 -170 -167]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (LMS Hamilton Beats (5min)):
Original[4:9]: [-156 -157 -157 -158 -156]
Recon[4:9]:    [-156 -157 -157 -158 -156]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (LMS Hamilton Beats (5min)):
Original[4:9]: [-179 -180 -182 -184 -183]
Recon[4:9]:    [-179 -180 -182 -184 -183]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (LMS Hamilton Beats (5min)):
Original[4:9]: [-173 -177 -179 -177 -179]
Recon[4:9]:    [-173 -177 -179 -177 -179]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (LMS Hamilton Beats (5min)):
Original[4:9]: [-216 -213 -210 -208 -205]
Recon[4:9]:    [-216 -213 -210 -208 -205]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (LMS Hamilton Beats (5min)):
Original[4:9]: [-244 -247 -250 -248 -247]
Recon[4:9]:    [-244 -247 -250 -248 -247]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (LMS Hamilton Beats (5min)):
Original[4:9]: [-223 -221 -220 -221 -222]
Recon[4:9]:    [-223 -221 -220 -221 -222]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (LMS Hamilton Beats (5min)):
Original[4:9]: [-207 -209 -214 -213 -216]
Recon[4:9]:    [-207 -209 -214 -213 -216]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (LMS Hamilton Beats (5min)):
Original[4:9]: [-193 -194 -194 -195 -193]
Recon[4:9]:    [-193 -194 -194 -195 -193]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (LMS Hamilton Beats (5min)):
Original[4:9]: [-141 -140 -143 -143 -147]
Recon[4:9]:    [-141 -140 -143 -143 -147]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (LMS Hamilton Beats (5min)):
Original[4:9]: [-152 -149 -147 -146 -148]
Recon[4:9]:    [-152 -149 -147 -146 -148]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (LMS Hamilton Beats (5min)):
Original[4:9]: [-169 -168 -168 -171 -172]
Recon[4:9]:    [-169 -168 -168 -171 -172]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (LMS Hamilton Beats (5min)):
Original[4:9]: [-190 -189 -187 -188 -187]
Recon[4:9]:    [-190 -189 -187 -188 -187]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (LMS Hamilton Beats (5min)):
Original[4:9]: [-209 -212 -209 -208 -209]
Recon[4:9]:    [-209 -212 -209 -208 -209]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (LMS Hamilton Beats (5min)):
Original[4:9]: [-238 -241 -238 -227 -222]
Recon[4:9]:    [-238 -241 -238 -227 -222]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (LMS Hamilton Beats (5min)):
Original[4:9]: [-272 -273 -273 -277 -283]
Recon[4:9]:    [-272 -273 -273 -277 -283]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (LMS Hamilton Beats (5min)):
Original[4:9]: [-223 -231 -234 -235 -231]
Recon[4:9]:    [-223 -231 -234 -235 -231]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (LMS Hamilton Beats (5min)):
Original[4:9]: [-209 -210 -208 -210 -215]
Recon[4:9]:    [-209 -210 -208 -210 -215]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (LMS Hamilton Beats (5min)):
Original[4:9]: [-201 -203 -206 -207 -209]
Recon[4:9]:    [-201 -203 -206 -207 -209]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (LMS Hamilton Beats (5min)):
Original[4:9]: [-175 -178 -177 -181 -181]
Recon[4:9]:    [-175 -178 -177 -181 -181]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (LMS Hamilton Beats (5min)):
Original[4:9]: [-175 -178 -177 -182 -183]
Recon[4:9]:    [-175 -178 -177 -182 -183]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (LMS Hamilton Beats (5min)):
Original[4:9]: [-178 -179 -177 -176 -173]
Recon[4:9]:    [-178 -179 -177 -176 -173]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (LMS Hamilton Beats (5min)):
Original[4:9]: [-174 -172 -172 -172 -171]
Recon[4:9]:    [-174 -172 -172 -172 -171]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (LMS Hamilton Beats (5min)):
Original[4:9]: [-173 -173 -175 -174 -174]
Recon[4:9]:    [-173 -173 -175 -174 -174]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (LMS Hamilton Beats (5min)):
Original[4:9]: [-171 -172 -172 -171 -172]
Recon[4:9]:    [-171 -172 -172 -171 -172]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (LMS Hamilton Beats (5min)):
Original[4:9]: [-165 -168 -170 -175 -177]
Recon[4:9]:    [-165 -168 -170 -175 -177]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (LMS Hamilton Beats (5min)):
Original[4:9]: [-186 -183 -186 -184 -185]
Recon[4:9]:    [-186 -183 -186 -184 -185]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (LMS Hamilton Beats (5min)):
Original[4:9]: [-180 -180 -183 -183 -183]
Recon[4:9]:    [-180 -180 -183 -183 -183]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (LMS Hamilton Beats (5min)):
Original[4:9]: [-171 -172 -173 -173 -175]
Recon[4:9]:    [-171 -172 -173 -173 -175]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (LMS Hamilton Beats (5min)):
Original[4:9]: [-168 -164 -161 -164 -166]
Recon[4:9]:    [-168 -164 -161 -164 -166]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (LMS Hamilton Beats (5min)):
Original[4:9]: [-174 -171 -169 -171 -166]
Recon[4:9]:    [-174 -171 -169 -171 -166]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (LMS Hamilton Beats (5min)):
Original[4:9]: [-160 -161 -165 -165 -166]
Recon[4:9]:    [-160 -161 -165 -165 -166]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (LMS Hamilton Beats (5min)):
Original[4:9]: [-178 -181 -178 -177 -178]
Recon[4:9]:    [-178 -181 -178 -177 -178]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (LMS Hamilton Beats (5min)):
Original[4:9]: [-178 -180 -181 -182 -184]
Recon[4:9]:    [-178 -180 -181 -182 -184]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (LMS Hamilton Beats (5min)):
Original[4:9]: [-186 -184 -187 -188 -187]
Recon[4:9]:    [-186 -184 -187 -188 -187]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (LMS Hamilton Beats (5min)):
Original[4:9]: [-191 -194 -194 -191 -188]
Recon[4:9]:    [-191 -194 -194 -191 -188]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (LMS Hamilton Beats (5min)):
Original[4:9]: [-204 -203 -205 -205 -201]
Recon[4:9]:    [-204 -203 -205 -205 -201]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (LMS Hamilton Beats (5min)):
Original[4:9]: [-199 -200 -203 -200 -201]
Recon[4:9]:    [-199 -200 -203 -200 -201]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (LMS Hamilton Beats (5min)):
Original[4:9]: [-251 -249 -244 -244 -242]
Recon[4:9]:    [-251 -249 -244 -244 -242]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (LMS Hamilton Beats (5min)):
Original[4:9]: [-128 -127 -129 -129 -127]
Recon[4:9]:    [-128 -127 -129 -129 -127]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (LMS Hamilton Beats (5min)):
Original[4:9]: [-118 -120 -122 -122 -122]
Recon[4:9]:    [-118 -120 -122 -122 -122]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (LMS Hamilton Beats (5min)):
Original[4:9]: [-110 -110 -112 -115 -118]
Recon[4:9]:    [-110 -110 -112 -115 -118]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (LMS Hamilton Beats (5min)):
Original[4:9]: [-146 -147 -146 -144 -142]
Recon[4:9]:    [-146 -147 -146 -144 -142]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (LMS Hamilton Beats (5min)):
Original[4:9]: [-272 -270 -269 -271 -275]
Recon[4:9]:    [-272 -270 -269 -271 -275]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (LMS Hamilton Beats (5min)):
Original[4:9]: [-239 -238 -234 -234 -239]
Recon[4:9]:    [-239 -238 -234 -234 -239]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (LMS Hamilton Beats (5min)):
Original[4:9]: [-211 -211 -212 -215 -217]
Recon[4:9]:    [-211 -211 -212 -215 -217]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (LMS Hamilton Beats (5min)):
Original[4:9]: [-197 -199 -199 -206 -208]
Recon[4:9]:    [-197 -199 -199 -206 -208]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 53 (LMS Hamilton Beats (5min)):
Original[4:9]: [-193 -188 -190 -186 -185]
Recon[4:9]:    [-193 -188 -190 -186 -185]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 54 (LMS Hamilton Beats (5min)):
Original[4:9]: [-185 -181 -180 -180 -180]
Recon[4:9]:    [-185 -181 -180 -180 -180]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 55 (LMS Hamilton Beats (5min)):
Original[4:9]: [-167 -166 -172 -173 -172]
Recon[4:9]:    [-167 -166 -172 -173 -172]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 56 (LMS Hamilton Beats (5min)):
Original[4:9]: [-151 -151 -149 -150 -149]
Recon[4:9]:    [-151 -151 -149 -150 -149]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 57 (LMS Hamilton Beats (5min)):
Original[4:9]: [-148 -146 -148 -153 -154]
Recon[4:9]:    [-148 -146 -148 -153 -154]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 58 (LMS Hamilton Beats (5min)):
Original[4:9]: [-168 -163 -163 -163 -164]
Recon[4:9]:    [-168 -163 -163 -163 -164]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 59 (LMS Hamilton Beats (5min)):
Original[4:9]: [-166 -162 -159 -158 -161]
Recon[4:9]:    [-166 -162 -159 -158 -161]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 60 (LMS Hamilton Beats (5min)):
Original[4:9]: [-157 -156 -152 -152 -152]
Recon[4:9]:    [-157 -156 -152 -152 -152]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 61 (LMS Hamilton Beats (5min)):
Original[4:9]: [-152 -154 -155 -160 -159]
Recon[4:9]:    [-152 -154 -155 -160 -159]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 62 (LMS Hamilton Beats (5min)):
Original[4:9]: [-163 -162 -159 -160 -159]
Recon[4:9]:    [-163 -162 -159 -160 -159]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 63 (LMS Hamilton Beats (5min)):
Original[4:9]: [-164 -166 -162 -164 -165]
Recon[4:9]:    [-164 -166 -162 -164 -165]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 64 (LMS Hamilton Beats (5min)):
Original[4:9]: [-166 -168 -170 -171 -171]
Recon[4:9]:    [-166 -168 -170 -171 -171]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 65 (LMS Hamilton Beats (5min)):
Original[4:9]: [-190 -191 -191 -193 -191]
Recon[4:9]:    [-190 -191 -191 -193 -191]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 66 (LMS Hamilton Beats (5min)):
Original[4:9]: [-213 -213 -213 -216 -217]
Recon[4:9]:    [-213 -213 -213 -216 -217]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 67 (LMS Hamilton Beats (5min)):
Original[4:9]: [-207 -208 -210 -212 -213]
Recon[4:9]:    [-207 -208 -210 -212 -213]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 68 (LMS Hamilton Beats (5min)):
Original[4:9]: [-208 -211 -213 -216 -217]
Recon[4:9]:    [-208 -211 -213 -216 -217]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 69 (LMS Hamilton Beats (5min)):
Original[4:9]: [-180 -182 -182 -183 -184]
Recon[4:9]:    [-180 -182 -182 -183 -184]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 70 (LMS Hamilton Beats (5min)):
Original[4:9]: [-148 -147 -151 -150 -148]
Recon[4:9]:    [-148 -147 -151 -150 -148]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 71 (LMS Hamilton Beats (5min)):
Original[4:9]: [-155 -155 -153 -155 -156]
Recon[4:9]:    [-155 -155 -153 -155 -156]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 72 (LMS Hamilton Beats (5min)):
Original[4:9]: [-152 -151 -152 -152 -149]
Recon[4:9]:    [-152 -151 -152 -152 -149]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 73 (LMS Hamilton Beats (5min)):
Original[4:9]: [-144 -143 -144 -150 -153]
Recon[4:9]:    [-144 -143 -144 -150 -153]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 74 (LMS Hamilton Beats (5min)):
Original[4:9]: [-159 -160 -158 -156 -153]
Recon[4:9]:    [-159 -160 -158 -156 -153]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 75 (LMS Hamilton Beats (5min)):
Original[4:9]: [-154 -160 -154 -153 -154]
Recon[4:9]:    [-154 -160 -154 -153 -154]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 76 (LMS Hamilton Beats (5min)):
Original[4:9]: [-142 -141 -140 -139 -139]
Recon[4:9]:    [-142 -141 -140 -139 -139]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 77 (LMS Hamilton Beats (5min)):
Original[4:9]: [-149 -149 -151 -150 -149]
Recon[4:9]:    [-149 -149 -151 -150 -149]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 78 (LMS Hamilton Beats (5min)):
Original[4:9]: [-157 -155 -158 -159 -161]
Recon[4:9]:    [-157 -155 -158 -159 -161]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 79 (LMS Hamilton Beats (5min)):
Original[4:9]: [-162 -160 -157 -158 -158]
Recon[4:9]:    [-162 -160 -157 -158 -158]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 80 (LMS Hamilton Beats (5min)):
Original[4:9]: [-159 -160 -164 -167 -168]
Recon[4:9]:    [-159 -160 -164 -167 -168]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 81 (LMS Hamilton Beats (5min)):
Original[4:9]: [-166 -165 -165 -169 -171]
Recon[4:9]:    [-166 -165 -165 -169 -171]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 82 (LMS Hamilton Beats (5min)):
Original[4:9]: [-206 -204 -205 -202 -206]
Recon[4:9]:    [-206 -204 -205 -202 -206]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 83 (LMS Hamilton Beats (5min)):
Original[4:9]: [-198 -199 -196 -196 -196]
Recon[4:9]:    [-198 -199 -196 -196 -196]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 84 (LMS Hamilton Beats (5min)):
Original[4:9]: [-190 -190 -194 -193 -196]
Recon[4:9]:    [-190 -190 -194 -193 -196]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 85 (LMS Hamilton Beats (5min)):
Original[4:9]: [-171 -171 -175 -170 -173]
Recon[4:9]:    [-171 -171 -175 -170 -173]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 86 (LMS Hamilton Beats (5min)):
Original[4:9]: [-161 -163 -162 -158 -159]
Recon[4:9]:    [-161 -163 -162 -158 -159]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 87 (LMS Hamilton Beats (5min)):
Original[4:9]: [-154 -152 -152 -152 -150]
Recon[4:9]:    [-154 -152 -152 -152 -150]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 88 (LMS Hamilton Beats (5min)):
Original[4:9]: [-159 -160 -161 -167 -163]
Recon[4:9]:    [-159 -160 -161 -167 -163]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 89 (LMS Hamilton Beats (5min)):
Original[4:9]: [-173 -174 -179 -179 -182]
Recon[4:9]:    [-173 -174 -179 -179 -182]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 90 (LMS Hamilton Beats (5min)):
Original[4:9]: [-181 -182 -179 -175 -174]
Recon[4:9]:    [-181 -182 -179 -175 -174]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 91 (LMS Hamilton Beats (5min)):
Original[4:9]: [-172 -169 -169 -171 -168]
Recon[4:9]:    [-172 -169 -169 -171 -168]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 92 (LMS Hamilton Beats (5min)):
Original[4:9]: [-168 -170 -173 -171 -173]
Recon[4:9]:    [-168 -170 -173 -171 -173]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 93 (LMS Hamilton Beats (5min)):
Original[4:9]: [-166 -168 -168 -170 -173]
Recon[4:9]:    [-166 -168 -168 -170 -173]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 94 (LMS Hamilton Beats (5min)):
Original[4:9]: [-156 -154 -155 -156 -158]
Recon[4:9]:    [-156 -154 -155 -156 -158]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 95 (LMS Hamilton Beats (5min)):
Original[4:9]: [-147 -149 -148 -144 -143]
Recon[4:9]:    [-147 -149 -148 -144 -143]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 96 (LMS Hamilton Beats (5min)):
Original[4:9]: [-139 -141 -144 -145 -147]
Recon[4:9]:    [-139 -141 -144 -145 -147]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 97 (LMS Hamilton Beats (5min)):
Original[4:9]: [-151 -152 -152 -152 -151]
Recon[4:9]:    [-151 -152 -152 -152 -151]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 98 (LMS Hamilton Beats (5min)):
Original[4:9]: [-173 -175 -175 -179 -182]
Recon[4:9]:    [-173 -175 -175 -179 -182]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 99 (LMS Hamilton Beats (5min)):
Original[4:9]: [-171 -172 -170 -171 -171]
Recon[4:9]:    [-171 -172 -170 -171 -171]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 100 (LMS Hamilton Beats (5min)):
Original[4:9]: [-177 -175 -177 -177 -175]
Recon[4:9]:    [-177 -175 -177 -177 -175]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 101 (LMS Hamilton Beats (5min)):
Original[4:9]: [-169 -167 -169 -170 -172]
Recon[4:9]:    [-169 -167 -169 -170 -172]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 102 (LMS Hamilton Beats (5min)):
Original[4:9]: [-159 -159 -159 -157 -157]
Recon[4:9]:    [-159 -159 -159 -157 -157]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 103 (LMS Hamilton Beats (5min)):
Original[4:9]: [-148 -148 -150 -153 -154]
Recon[4:9]:    [-148 -148 -150 -153 -154]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 104 (LMS Hamilton Beats (5min)):
Original[4:9]: [-150 -153 -153 -155 -154]
Recon[4:9]:    [-150 -153 -153 -155 -154]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 105 (LMS Hamilton Beats (5min)):
Original[4:9]: [-161 -160 -157 -157 -156]
Recon[4:9]:    [-161 -160 -157 -157 -156]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 106 (LMS Hamilton Beats (5min)):
Original[4:9]: [-153 -155 -156 -154 -151]
Recon[4:9]:    [-153 -155 -156 -154 -151]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 107 (LMS Hamilton Beats (5min)):
Original[4:9]: [-153 -157 -160 -161 -162]
Recon[4:9]:    [-153 -157 -160 -161 -162]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 108 (LMS Hamilton Beats (5min)):
Original[4:9]: [-175 -173 -175 -173 -179]
Recon[4:9]:    [-175 -173 -175 -173 -179]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 109 (LMS Hamilton Beats (5min)):
Original[4:9]: [-181 -183 -183 -187 -191]
Recon[4:9]:    [-181 -183 -183 -187 -191]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 110 (LMS Hamilton Beats (5min)):
Original[4:9]: [-183 -183 -183 -185 -184]
Recon[4:9]:    [-183 -183 -183 -185 -184]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 111 (LMS Hamilton Beats (5min)):
Original[4:9]: [-187 -186 -188 -188 -187]
Recon[4:9]:    [-187 -186 -188 -188 -187]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 112 (LMS Hamilton Beats (5min)):
Original[4:9]: [-179 -175 -174 -177 -177]
Recon[4:9]:    [-179 -175 -174 -177 -177]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 113 (LMS Hamilton Beats (5min)):
Original[4:9]: [-174 -173 -174 -178 -177]
Recon[4:9]:    [-174 -173 -174 -178 -177]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 114 (LMS Hamilton Beats (5min)):
Original[4:9]: [-180 -181 -188 -185 -188]
Recon[4:9]:    [-180 -181 -188 -185 -188]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 115 (LMS Hamilton Beats (5min)):
Original[4:9]: [-181 -183 -183 -183 -184]
Recon[4:9]:    [-181 -183 -183 -183 -184]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 116 (LMS Hamilton Beats (5min)):
Original[4:9]: [-167 -169 -169 -170 -172]
Recon[4:9]:    [-167 -169 -169 -170 -172]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 117 (LMS Hamilton Beats (5min)):
Original[4:9]: [-158 -152 -154 -155 -157]
Recon[4:9]:    [-158 -152 -154 -155 -157]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 118 (LMS Hamilton Beats (5min)):
Original[4:9]: [-165 -162 -159 -155 -152]
Recon[4:9]:    [-165 -162 -159 -155 -152]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 119 (LMS Hamilton Beats (5min)):
Original[4:9]: [-158 -156 -160 -156 -154]
Recon[4:9]:    [-158 -156 -160 -156 -154]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 120 (LMS Hamilton Beats (5min)):
Original[4:9]: [-152 -152 -151 -154 -155]
Recon[4:9]:    [-152 -152 -151 -154 -155]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 121 (LMS Hamilton Beats (5min)):
Original[4:9]: [-170 -168 -168 -166 -169]
Recon[4:9]:    [-170 -168 -168 -166 -169]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 122 (LMS Hamilton Beats (5min)):
Original[4:9]: [-158 -158 -156 -157 -156]
Recon[4:9]:    [-158 -158 -156 -157 -156]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 123 (LMS Hamilton Beats (5min)):
Original[4:9]: [-128 -129 -126 -128 -126]
Recon[4:9]:    [-128 -129 -126 -128 -126]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 124 (LMS Hamilton Beats (5min)):
Original[4:9]: [-138 -137 -135 -133 -136]
Recon[4:9]:    [-138 -137 -135 -133 -136]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 125 (LMS Hamilton Beats (5min)):
Original[4:9]: [-153 -152 -155 -153 -154]
Recon[4:9]:    [-153 -152 -155 -153 -154]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 126 (LMS Hamilton Beats (5min)):
Original[4:9]: [-148 -144 -142 -141 -140]
Recon[4:9]:    [-148 -144 -142 -141 -140]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 127 (LMS Hamilton Beats (5min)):
Original[4:9]: [-128 -128 -128 -126 -126]
Recon[4:9]:    [-128 -128 -128 -126 -126]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 128 (LMS Hamilton Beats (5min)):
Original[4:9]: [-143 -144 -142 -144 -147]
Recon[4:9]:    [-143 -144 -142 -144 -147]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 129 (LMS Hamilton Beats (5min)):
Original[4:9]: [-134 -135 -135 -136 -135]
Recon[4:9]:    [-134 -135 -135 -136 -135]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 130 (LMS Hamilton Beats (5min)):
Original[4:9]: [-163 -157 -153 -151 -150]
Recon[4:9]:    [-163 -157 -153 -151 -150]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 131 (LMS Hamilton Beats (5min)):
Original[4:9]: [-150 -151 -153 -157 -159]
Recon[4:9]:    [-150 -151 -153 -157 -159]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 132 (LMS Hamilton Beats (5min)):
Original[4:9]: [-190 -189 -185 -188 -190]
Recon[4:9]:    [-190 -189 -185 -188 -190]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 133 (LMS Hamilton Beats (5min)):
Original[4:9]: [-196 -191 -195 -197 -197]
Recon[4:9]:    [-196 -191 -195 -197 -197]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 134 (LMS Hamilton Beats (5min)):
Original[4:9]: [-164 -164 -164 -168 -167]
Recon[4:9]:    [-164 -164 -164 -168 -167]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 135 (LMS Hamilton Beats (5min)):
Original[4:9]: [-176 -173 -167 -167 -169]
Recon[4:9]:    [-176 -173 -167 -167 -169]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 136 (LMS Hamilton Beats (5min)):
Original[4:9]: [-157 -164 -170 -170 -170]
Recon[4:9]:    [-157 -164 -170 -170 -170]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 137 (LMS Hamilton Beats (5min)):
Original[4:9]: [-140 -135 -131 -134 -140]
Recon[4:9]:    [-140 -135 -131 -134 -140]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 138 (LMS Hamilton Beats (5min)):
Original[4:9]: [-141 -138 -138 -138 -144]
Recon[4:9]:    [-141 -138 -138 -138 -144]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 139 (LMS Hamilton Beats (5min)):
Original[4:9]: [-155 -155 -156 -156 -153]
Recon[4:9]:    [-155 -155 -156 -156 -153]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 140 (LMS Hamilton Beats (5min)):
Original[4:9]: [-149 -150 -148 -147 -146]
Recon[4:9]:    [-149 -150 -148 -147 -146]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 141 (LMS Hamilton Beats (5min)):
Original[4:9]: [-121 -127 -129 -128 -126]
Recon[4:9]:    [-121 -127 -129 -128 -126]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 142 (LMS Hamilton Beats (5min)):
Original[4:9]: [-134 -134 -137 -136 -132]
Recon[4:9]:    [-134 -134 -137 -136 -132]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 143 (LMS Hamilton Beats (5min)):
Original[4:9]: [-142 -147 -147 -143 -143]
Recon[4:9]:    [-142 -147 -147 -143 -143]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 144 (LMS Hamilton Beats (5min)):
Original[4:9]: [-124 -123 -125 -126 -131]
Recon[4:9]:    [-124 -123 -125 -126 -131]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 145 (LMS Hamilton Beats (5min)):
Original[4:9]: [-123 -123 -115 -115 -115]
Recon[4:9]:    [-123 -123 -115 -115 -115]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 146 (LMS Hamilton Beats (5min)):
Original[4:9]: [-123 -121 -124 -119 -118]
Recon[4:9]:    [-123 -121 -124 -119 -118]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 147 (LMS Hamilton Beats (5min)):
Original[4:9]: [-121 -125 -128 -132 -130]
Recon[4:9]:    [-121 -125 -128 -132 -130]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 148 (LMS Hamilton Beats (5min)):
Original[4:9]: [-145 -144 -143 -141 -142]
Recon[4:9]:    [-145 -144 -143 -141 -142]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 149 (LMS Hamilton Beats (5min)):
Original[4:9]: [-135 -137 -141 -142 -147]
Recon[4:9]:    [-135 -137 -141 -142 -147]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 150 (LMS Hamilton Beats (5min)):
Original[4:9]: [-147 -146 -148 -146 -148]
Recon[4:9]:    [-147 -146 -148 -146 -148]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 151 (LMS Hamilton Beats (5min)):
Original[4:9]: [-149 -149 -150 -150 -144]
Recon[4:9]:    [-149 -149 -150 -150 -144]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 152 (LMS Hamilton Beats (5min)):
Original[4:9]: [-150 -150 -150 -152 -155]
Recon[4:9]:    [-150 -150 -150 -152 -155]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 153 (LMS Hamilton Beats (5min)):
Original[4:9]: [-149 -152 -153 -155 -154]
Recon[4:9]:    [-149 -152 -153 -155 -154]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 154 (LMS Hamilton Beats (5min)):
Original[4:9]: [-148 -146 -144 -143 -140]
Recon[4:9]:    [-148 -146 -144 -143 -140]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 155 (LMS Hamilton Beats (5min)):
Original[4:9]: [-148 -152 -155 -157 -157]
Recon[4:9]:    [-148 -152 -155 -157 -157]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 156 (LMS Hamilton Beats (5min)):
Original[4:9]: [-159 -163 -162 -158 -160]
Recon[4:9]:    [-159 -163 -162 -158 -160]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 157 (LMS Hamilton Beats (5min)):
Original[4:9]: [-164 -165 -163 -165 -165]
Recon[4:9]:    [-164 -165 -163 -165 -165]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 158 (LMS Hamilton Beats (5min)):
Original[4:9]: [-156 -158 -159 -157 -157]
Recon[4:9]:    [-156 -158 -159 -157 -157]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 159 (LMS Hamilton Beats (5min)):
Original[4:9]: [-125 -127 -130 -129 -134]
Recon[4:9]:    [-125 -127 -130 -129 -134]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 160 (LMS Hamilton Beats (5min)):
Original[4:9]: [-136 -138 -141 -147 -151]
Recon[4:9]:    [-136 -138 -141 -147 -151]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 161 (LMS Hamilton Beats (5min)):
Original[4:9]: [-153 -159 -161 -161 -163]
Recon[4:9]:    [-153 -159 -161 -161 -163]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 162 (LMS Hamilton Beats (5min)):
Original[4:9]: [-162 -167 -169 -171 -171]
Recon[4:9]:    [-162 -167 -169 -171 -171]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 163 (LMS Hamilton Beats (5min)):
Original[4:9]: [-154 -155 -156 -157 -158]
Recon[4:9]:    [-154 -155 -156 -157 -158]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 164 (LMS Hamilton Beats (5min)):
Original[4:9]: [-150 -150 -150 -151 -147]
Recon[4:9]:    [-150 -150 -150 -151 -147]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 165 (LMS Hamilton Beats (5min)):
Original[4:9]: [-151 -150 -145 -149 -151]
Recon[4:9]:    [-151 -150 -145 -149 -151]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 166 (LMS Hamilton Beats (5min)):
Original[4:9]: [-142 -141 -144 -146 -149]
Recon[4:9]:    [-142 -141 -144 -146 -149]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 167 (LMS Hamilton Beats (5min)):
Original[4:9]: [-136 -135 -139 -142 -140]
Recon[4:9]:    [-136 -135 -139 -142 -140]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 168 (LMS Hamilton Beats (5min)):
Original[4:9]: [-144 -144 -140 -141 -140]
Recon[4:9]:    [-144 -144 -140 -141 -140]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 169 (LMS Hamilton Beats (5min)):
Original[4:9]: [-142 -143 -144 -147 -146]
Recon[4:9]:    [-142 -143 -144 -147 -146]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 170 (LMS Hamilton Beats (5min)):
Original[4:9]: [-131 -132 -131 -130 -128]
Recon[4:9]:    [-131 -132 -131 -130 -128]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 171 (LMS Hamilton Beats (5min)):
Original[4:9]: [-161 -160 -157 -158 -160]
Recon[4:9]:    [-161 -160 -157 -158 -160]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 172 (LMS Hamilton Beats (5min)):
Original[4:9]: [-178 -178 -178 -175 -174]
Recon[4:9]:    [-178 -178 -178 -175 -174]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 173 (LMS Hamilton Beats (5min)):
Original[4:9]: [-134 -135 -133 -132 -138]
Recon[4:9]:    [-134 -135 -133 -132 -138]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 174 (LMS Hamilton Beats (5min)):
Original[4:9]: [-101 -102 -102 -104 -107]
Recon[4:9]:    [-101 -102 -102 -104 -107]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 175 (LMS Hamilton Beats (5min)):
Original[4:9]: [-117 -115 -114 -111 -107]
Recon[4:9]:    [-117 -115 -114 -111 -107]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 176 (LMS Hamilton Beats (5min)):
Original[4:9]: [-101 -103 -102  -99 -101]
Recon[4:9]:    [-101 -103 -102  -99 -101]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 177 (LMS Hamilton Beats (5min)):
Original[4:9]: [-107 -108 -104 -106 -104]
Recon[4:9]:    [-107 -108 -104 -106 -104]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 178 (LMS Hamilton Beats (5min)):
Original[4:9]: [-139 -141 -141 -140 -145]
Recon[4:9]:    [-139 -141 -141 -140 -145]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 179 (LMS Hamilton Beats (5min)):
Original[4:9]: [-143 -142 -142 -138 -139]
Recon[4:9]:    [-143 -142 -142 -138 -139]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 180 (LMS Hamilton Beats (5min)):
Original[4:9]: [-135 -139 -135 -136 -134]
Recon[4:9]:    [-135 -139 -135 -136 -134]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 181 (LMS Hamilton Beats (5min)):
Original[4:9]: [-119 -122 -124 -127 -128]
Recon[4:9]:    [-119 -122 -124 -127 -128]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 182 (LMS Hamilton Beats (5min)):
Original[4:9]: [-136 -135 -131 -131 -132]
Recon[4:9]:    [-136 -135 -131 -131 -132]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 183 (LMS Hamilton Beats (5min)):
Original[4:9]: [-147 -146 -150 -151 -151]
Recon[4:9]:    [-147 -146 -150 -151 -151]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 184 (LMS Hamilton Beats (5min)):
Original[4:9]: [-157 -155 -156 -154 -152]
Recon[4:9]:    [-157 -155 -156 -154 -152]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 185 (LMS Hamilton Beats (5min)):
Original[4:9]: [-152 -154 -155 -159 -159]
Recon[4:9]:    [-152 -154 -155 -159 -159]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 186 (LMS Hamilton Beats (5min)):
Original[4:9]: [-150 -149 -152 -147 -143]
Recon[4:9]:    [-150 -149 -152 -147 -143]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 187 (LMS Hamilton Beats (5min)):
Original[4:9]: [-139 -138 -141 -138 -139]
Recon[4:9]:    [-139 -138 -141 -138 -139]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 188 (LMS Hamilton Beats (5min)):
Original[4:9]: [-144 -143 -147 -150 -148]
Recon[4:9]:    [-144 -143 -147 -150 -148]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 189 (LMS Hamilton Beats (5min)):
Original[4:9]: [-97 -93 -91 -92 -93]
Recon[4:9]:    [-97 -93 -91 -92 -93]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 190 (LMS Hamilton Beats (5min)):
Original[4:9]: [ -95  -95  -96  -98 -101]
Recon[4:9]:    [ -95  -95  -96  -98 -101]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 191 (LMS Hamilton Beats (5min)):
Original[4:9]: [-124 -125 -122 -123 -118]
Recon[4:9]:    [-124 -125 -122 -123 -118]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 192 (LMS Hamilton Beats (5min)):
Original[4:9]: [-130 -127 -126 -120 -118]
Recon[4:9]:    [-130 -127 -126 -120 -118]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 193 (LMS Hamilton Beats (5min)):
Original[4:9]: [-137 -133 -133 -134 -136]
Recon[4:9]:    [-137 -133 -133 -134 -136]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 194 (LMS Hamilton Beats (5min)):
Original[4:9]: [-132 -132 -134 -131 -133]
Recon[4:9]:    [-132 -132 -134 -131 -133]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 195 (LMS Hamilton Beats (5min)):
Original[4:9]: [-126 -125 -126 -126 -126]
Recon[4:9]:    [-126 -125 -126 -126 -126]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 196 (LMS Hamilton Beats (5min)):
Original[4:9]: [-163 -164 -159 -148 -140]
Recon[4:9]:    [-163 -164 -159 -148 -140]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 197 (LMS Hamilton Beats (5min)):
Original[4:9]: [-135 -133 -133 -139 -145]
Recon[4:9]:    [-135 -133 -133 -139 -145]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 198 (LMS Hamilton Beats (5min)):
Original[4:9]: [-149 -153 -156 -158 -158]
Recon[4:9]:    [-149 -153 -156 -158 -158]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 199 (LMS Hamilton Beats (5min)):
Original[4:9]: [-148 -149 -150 -149 -156]
Recon[4:9]:    [-148 -149 -150 -149 -156]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 200 (LMS Hamilton Beats (5min)):
Original[4:9]: [-131 -133 -131 -130 -128]
Recon[4:9]:    [-131 -133 -131 -130 -128]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 201 (LMS Hamilton Beats (5min)):
Original[4:9]: [-114 -115 -116 -119 -121]
Recon[4:9]:    [-114 -115 -116 -119 -121]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 202 (LMS Hamilton Beats (5min)):
Original[4:9]: [-134 -134 -133 -133 -134]
Recon[4:9]:    [-134 -134 -133 -133 -134]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 203 (LMS Hamilton Beats (5min)):
Original[4:9]: [-130 -131 -131 -128 -124]
Recon[4:9]:    [-130 -131 -131 -128 -124]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 204 (LMS Hamilton Beats (5min)):
Original[4:9]: [-126 -124 -127 -123 -123]
Recon[4:9]:    [-126 -124 -127 -123 -123]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 205 (LMS Hamilton Beats (5min)):
Original[4:9]: [-121 -120 -119 -119 -119]
Recon[4:9]:    [-121 -120 -119 -119 -119]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 206 (LMS Hamilton Beats (5min)):
Original[4:9]: [-127 -124 -127 -126 -128]
Recon[4:9]:    [-127 -124 -127 -126 -128]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 207 (LMS Hamilton Beats (5min)):
Original[4:9]: [-136 -135 -134 -133 -129]
Recon[4:9]:    [-136 -135 -134 -133 -129]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 208 (LMS Hamilton Beats (5min)):
Original[4:9]: [-114 -118 -118 -122 -121]
Recon[4:9]:    [-114 -118 -118 -122 -121]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 209 (LMS Hamilton Beats (5min)):
Original[4:9]: [-121 -123 -122 -121 -120]
Recon[4:9]:    [-121 -123 -122 -121 -120]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 210 (LMS Hamilton Beats (5min)):
Original[4:9]: [-128 -129 -129 -127 -128]
Recon[4:9]:    [-128 -129 -129 -127 -128]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 211 (LMS Hamilton Beats (5min)):
Original[4:9]: [-118 -118 -116 -115 -115]
Recon[4:9]:    [-118 -118 -116 -115 -115]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 212 (LMS Hamilton Beats (5min)):
Original[4:9]: [-124 -123 -121 -119 -120]
Recon[4:9]:    [-124 -123 -121 -119 -120]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 213 (LMS Hamilton Beats (5min)):
Original[4:9]: [-134 -138 -135 -134 -137]
Recon[4:9]:    [-134 -138 -135 -134 -137]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 214 (LMS Hamilton Beats (5min)):
Original[4:9]: [-128 -128 -128 -130 -132]
Recon[4:9]:    [-128 -128 -128 -130 -132]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 215 (LMS Hamilton Beats (5min)):
Original[4:9]: [-114 -117 -119 -122 -124]
Recon[4:9]:    [-114 -117 -119 -122 -124]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 216 (LMS Hamilton Beats (5min)):
Original[4:9]: [-126 -128 -124 -125 -121]
Recon[4:9]:    [-126 -128 -124 -125 -121]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 217 (LMS Hamilton Beats (5min)):
Original[4:9]: [-126 -125 -126 -132 -133]
Recon[4:9]:    [-126 -125 -126 -132 -133]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 218 (LMS Hamilton Beats (5min)):
Original[4:9]: [-118 -115 -117 -116 -117]
Recon[4:9]:    [-118 -115 -117 -116 -117]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 219 (LMS Hamilton Beats (5min)):
Original[4:9]: [-143 -142 -142 -142 -142]
Recon[4:9]:    [-143 -142 -142 -142 -142]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 220 (LMS Hamilton Beats (5min)):
Original[4:9]: [-135 -132 -134 -133 -131]
Recon[4:9]:    [-135 -132 -134 -133 -131]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 221 (LMS Hamilton Beats (5min)):
Original[4:9]: [-120 -122 -124 -125 -127]
Recon[4:9]:    [-120 -122 -124 -125 -127]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 222 (LMS Hamilton Beats (5min)):
Original[4:9]: [-135 -133 -130 -129 -129]
Recon[4:9]:    [-135 -133 -130 -129 -129]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 223 (LMS Hamilton Beats (5min)):
Original[4:9]: [-142 -139 -140 -136 -135]
Recon[4:9]:    [-142 -139 -140 -136 -135]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 224 (LMS Hamilton Beats (5min)):
Original[4:9]: [-141 -138 -141 -142 -144]
Recon[4:9]:    [-141 -138 -141 -142 -144]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 225 (LMS Hamilton Beats (5min)):
Original[4:9]: [-138 -137 -133 -134 -134]
Recon[4:9]:    [-138 -137 -133 -134 -134]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 226 (LMS Hamilton Beats (5min)):
Original[4:9]: [-148 -147 -151 -150 -152]
Recon[4:9]:    [-148 -147 -151 -150 -152]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 227 (LMS Hamilton Beats (5min)):
Original[4:9]: [-156 -158 -160 -161 -164]
Recon[4:9]:    [-156 -158 -160 -161 -164]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 228 (LMS Hamilton Beats (5min)):
Original[4:9]: [-148 -148 -150 -150 -152]
Recon[4:9]:    [-148 -148 -150 -150 -152]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 229 (LMS Hamilton Beats (5min)):
Original[4:9]: [-148 -148 -146 -145 -146]
Recon[4:9]:    [-148 -148 -146 -145 -146]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 230 (LMS Hamilton Beats (5min)):
Original[4:9]: [-147 -151 -148 -146 -145]
Recon[4:9]:    [-147 -151 -148 -146 -145]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 231 (LMS Hamilton Beats (5min)):
Original[4:9]: [-145 -143 -144 -142 -138]
Recon[4:9]:    [-145 -143 -144 -142 -138]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 232 (LMS Hamilton Beats (5min)):
Original[4:9]: [-125 -125 -126 -125 -124]
Recon[4:9]:    [-125 -125 -126 -125 -124]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 233 (LMS Hamilton Beats (5min)):
Original[4:9]: [-150 -150 -149 -149 -150]
Recon[4:9]:    [-150 -150 -149 -149 -150]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 234 (LMS Hamilton Beats (5min)):
Original[4:9]: [-135 -132 -137 -138 -136]
Recon[4:9]:    [-135 -132 -137 -138 -136]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 235 (LMS Hamilton Beats (5min)):
Original[4:9]: [-145 -149 -148 -148 -147]
Recon[4:9]:    [-145 -149 -148 -148 -147]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 236 (LMS Hamilton Beats (5min)):
Original[4:9]: [-148 -149 -152 -151 -150]
Recon[4:9]:    [-148 -149 -152 -151 -150]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 237 (LMS Hamilton Beats (5min)):
Original[4:9]: [-136 -137 -137 -140 -146]
Recon[4:9]:    [-136 -137 -137 -140 -146]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 238 (LMS Hamilton Beats (5min)):
Original[4:9]: [-116 -117 -119 -121 -120]
Recon[4:9]:    [-116 -117 -119 -121 -120]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 239 (LMS Hamilton Beats (5min)):
Original[4:9]: [-124 -121 -120 -119 -119]
Recon[4:9]:    [-124 -121 -120 -119 -119]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 240 (LMS Hamilton Beats (5min)):
Original[4:9]: [-121 -125 -122 -121 -118]
Recon[4:9]:    [-121 -125 -122 -121 -118]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 241 (LMS Hamilton Beats (5min)):
Original[4:9]: [-110 -112 -113 -112 -111]
Recon[4:9]:    [-110 -112 -113 -112 -111]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 242 (LMS Hamilton Beats (5min)):
Original[4:9]: [-116 -114 -113 -112 -110]
Recon[4:9]:    [-116 -114 -113 -112 -110]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 243 (LMS Hamilton Beats (5min)):
Original[4:9]: [-115 -118 -118 -117 -118]
Recon[4:9]:    [-115 -118 -118 -117 -118]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 244 (LMS Hamilton Beats (5min)):
Original[4:9]: [-155 -152 -151 -155 -156]
Recon[4:9]:    [-155 -152 -151 -155 -156]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 245 (LMS Hamilton Beats (5min)):
Original[4:9]: [-156 -158 -161 -160 -158]
Recon[4:9]:    [-156 -158 -161 -160 -158]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 246 (LMS Hamilton Beats (5min)):
Original[4:9]: [-176 -177 -173 -167 -160]
Recon[4:9]:    [-176 -177 -173 -167 -160]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 247 (LMS Hamilton Beats (5min)):
Original[4:9]: [-162 -163 -160 -154 -149]
Recon[4:9]:    [-162 -163 -160 -154 -149]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 248 (LMS Hamilton Beats (5min)):
Original[4:9]: [-139 -134 -134 -132 -133]
Recon[4:9]:    [-139 -134 -134 -132 -133]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 249 (LMS Hamilton Beats (5min)):
Original[4:9]: [-146 -145 -153 -154 -162]
Recon[4:9]:    [-146 -145 -153 -154 -162]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 250 (LMS Hamilton Beats (5min)):
Original[4:9]: [-126 -125 -126 -128 -130]
Recon[4:9]:    [-126 -125 -126 -128 -130]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 251 (LMS Hamilton Beats (5min)):
Original[4:9]: [-130 -130 -134 -139 -136]
Recon[4:9]:    [-130 -130 -134 -139 -136]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 252 (LMS Hamilton Beats (5min)):
Original[4:9]: [-151 -152 -150 -149 -148]
Recon[4:9]:    [-151 -152 -150 -149 -148]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 253 (LMS Hamilton Beats (5min)):
Original[4:9]: [-148 -145 -140 -141 -142]
Recon[4:9]:    [-148 -145 -140 -141 -142]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 254 (LMS Hamilton Beats (5min)):
Original[4:9]: [-174 -173 -175 -172 -170]
Recon[4:9]:    [-174 -173 -175 -172 -170]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 255 (LMS Hamilton Beats (5min)):
Original[4:9]: [-181 -182 -180 -180 -177]
Recon[4:9]:    [-181 -182 -180 -180 -177]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 256 (LMS Hamilton Beats (5min)):
Original[4:9]: [-183 -184 -178 -178 -176]
Recon[4:9]:    [-183 -184 -178 -178 -176]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 257 (LMS Hamilton Beats (5min)):
Original[4:9]: [-181 -178 -176 -174 -170]
Recon[4:9]:    [-181 -178 -176 -174 -170]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 258 (LMS Hamilton Beats (5min)):
Original[4:9]: [-169 -171 -171 -169 -171]
Recon[4:9]:    [-169 -171 -171 -169 -171]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 259 (LMS Hamilton Beats (5min)):
Original[4:9]: [-161 -159 -157 -155 -154]
Recon[4:9]:    [-161 -159 -157 -155 -154]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 260 (LMS Hamilton Beats (5min)):
Original[4:9]: [-151 -151 -149 -147 -149]
Recon[4:9]:    [-151 -151 -149 -147 -149]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 261 (LMS Hamilton Beats (5min)):
Original[4:9]: [-147 -153 -156 -158 -157]
Recon[4:9]:    [-147 -153 -156 -158 -157]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 262 (LMS Hamilton Beats (5min)):
Original[4:9]: [-150 -149 -148 -148 -152]
Recon[4:9]:    [-150 -149 -148 -148 -152]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 263 (LMS Hamilton Beats (5min)):
Original[4:9]: [-144 -143 -148 -151 -152]
Recon[4:9]:    [-144 -143 -148 -151 -152]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 264 (LMS Hamilton Beats (5min)):
Original[4:9]: [-138 -138 -139 -134 -136]
Recon[4:9]:    [-138 -138 -139 -134 -136]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 265 (LMS Hamilton Beats (5min)):
Original[4:9]: [-137 -137 -138 -138 -139]
Recon[4:9]:    [-137 -137 -138 -138 -139]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 266 (LMS Hamilton Beats (5min)):
Original[4:9]: [-131 -135 -134 -137 -136]
Recon[4:9]:    [-131 -135 -134 -137 -136]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 267 (LMS Hamilton Beats (5min)):
Original[4:9]: [-148 -151 -150 -151 -149]
Recon[4:9]:    [-148 -151 -150 -151 -149]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 268 (LMS Hamilton Beats (5min)):
Original[4:9]: [-157 -160 -162 -159 -157]
Recon[4:9]:    [-157 -160 -162 -159 -157]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 269 (LMS Hamilton Beats (5min)):
Original[4:9]: [-143 -144 -140 -137 -125]
Recon[4:9]:    [-143 -144 -140 -137 -125]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 270 (LMS Hamilton Beats (5min)):
Original[4:9]: [-116 -116 -121 -134 -143]
Recon[4:9]:    [-116 -116 -121 -134 -143]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 271 (LMS Hamilton Beats (5min)):
Original[4:9]: [-144 -141 -144 -148 -150]
Recon[4:9]:    [-144 -141 -144 -148 -150]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 272 (LMS Hamilton Beats (5min)):
Original[4:9]: [-147 -152 -154 -155 -158]
Recon[4:9]:    [-147 -152 -154 -155 -158]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 273 (LMS Hamilton Beats (5min)):
Original[4:9]: [-157 -156 -158 -159 -162]
Recon[4:9]:    [-157 -156 -158 -159 -162]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 274 (LMS Hamilton Beats (5min)):
Original[4:9]: [-168 -169 -171 -170 -168]
Recon[4:9]:    [-168 -169 -171 -170 -168]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 275 (LMS Hamilton Beats (5min)):
Original[4:9]: [-175 -179 -177 -174 -173]
Recon[4:9]:    [-175 -179 -177 -174 -173]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 276 (LMS Hamilton Beats (5min)):
Original[4:9]: [-185 -177 -172 -175 -173]
Recon[4:9]:    [-185 -177 -172 -175 -173]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 277 (LMS Hamilton Beats (5min)):
Original[4:9]: [-186 -188 -191 -191 -194]
Recon[4:9]:    [-186 -188 -191 -191 -194]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 278 (LMS Hamilton Beats (5min)):
Original[4:9]: [-188 -179 -173 -171 -175]
Recon[4:9]:    [-188 -179 -173 -171 -175]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 279 (LMS Hamilton Beats (5min)):
Original[4:9]: [-198 -192 -187 -181 -182]
Recon[4:9]:    [-198 -192 -187 -181 -182]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 280 (LMS Hamilton Beats (5min)):
Original[4:9]: [-190 -187 -192 -191 -190]
Recon[4:9]:    [-190 -187 -192 -191 -190]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 281 (LMS Hamilton Beats (5min)):
Original[4:9]: [-167 -167 -164 -166 -172]
Recon[4:9]:    [-167 -167 -164 -166 -172]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 282 (LMS Hamilton Beats (5min)):
Original[4:9]: [-188 -186 -181 -172 -171]
Recon[4:9]:    [-188 -186 -181 -172 -171]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 283 (LMS Hamilton Beats (5min)):
Original[4:9]: [-132 -137 -141 -142 -139]
Recon[4:9]:    [-132 -137 -141 -142 -139]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 284 (LMS Hamilton Beats (5min)):
Original[4:9]: [-146 -141 -139 -136 -137]
Recon[4:9]:    [-146 -141 -139 -136 -137]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 285 (LMS Hamilton Beats (5min)):
Original[4:9]: [-150 -152 -149 -153 -150]
Recon[4:9]:    [-150 -152 -149 -153 -150]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 286 (LMS Hamilton Beats (5min)):
Original[4:9]: [-145 -142 -138 -135 -135]
Recon[4:9]:    [-145 -142 -138 -135 -135]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 287 (LMS Hamilton Beats (5min)):
Original[4:9]: [-154 -152 -154 -153 -150]
Recon[4:9]:    [-154 -152 -154 -153 -150]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 288 (LMS Hamilton Beats (5min)):
Original[4:9]: [-148 -136 -136 -139 -142]
Recon[4:9]:    [-148 -136 -136 -139 -142]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 289 (LMS Hamilton Beats (5min)):
Original[4:9]: [-147 -145 -145 -148 -152]
Recon[4:9]:    [-147 -145 -145 -148 -152]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 290 (LMS Hamilton Beats (5min)):
Original[4:9]: [-145 -146 -143 -141 -143]
Recon[4:9]:    [-145 -146 -143 -141 -143]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 291 (LMS Hamilton Beats (5min)):
Original[4:9]: [-132 -129 -130 -127 -129]
Recon[4:9]:    [-132 -129 -130 -127 -129]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 292 (LMS Hamilton Beats (5min)):
Original[4:9]: [-127 -129 -128 -127 -125]
Recon[4:9]:    [-127 -129 -128 -127 -125]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 293 (LMS Hamilton Beats (5min)):
Original[4:9]: [-124 -126 -126 -129 -129]
Recon[4:9]:    [-124 -126 -126 -129 -129]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 294 (LMS Hamilton Beats (5min)):
Original[4:9]: [-130 -132 -130 -135 -138]
Recon[4:9]:    [-130 -132 -130 -135 -138]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 295 (LMS Hamilton Beats (5min)):
Original[4:9]: [-130 -133 -133 -135 -137]
Recon[4:9]:    [-130 -133 -133 -135 -137]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 296 (LMS Hamilton Beats (5min)):
Original[4:9]: [-139 -140 -138 -138 -137]
Recon[4:9]:    [-139 -140 -138 -138 -137]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 297 (LMS Hamilton Beats (5min)):
Original[4:9]: [-143 -144 -140 -138 -135]
Recon[4:9]:    [-143 -144 -140 -138 -135]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 298 (LMS Hamilton Beats (5min)):
Original[4:9]: [-182 -183 -184 -188 -192]
Recon[4:9]:    [-182 -183 -184 -188 -192]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 299 (LMS Hamilton Beats (5min)):
Original[4:9]: [-205 -205 -205 -208 -213]
Recon[4:9]:    [-205 -205 -205 -208 -213]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 300 (LMS Hamilton Beats (5min)):
Original[4:9]: [-191 -192 -195 -199 -201]
Recon[4:9]:    [-191 -192 -195 -199 -201]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 301 (LMS Hamilton Beats (5min)):
Original[4:9]: [-175 -176 -178 -178 -183]
Recon[4:9]:    [-175 -176 -178 -178 -183]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 302 (LMS Hamilton Beats (5min)):
Original[4:9]: [-168 -169 -172 -176 -176]
Recon[4:9]:    [-168 -169 -172 -176 -176]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 303 (LMS Hamilton Beats (5min)):
Original[4:9]: [-165 -164 -160 -159 -159]
Recon[4:9]:    [-165 -164 -160 -159 -159]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 304 (LMS Hamilton Beats (5min)):
Original[4:9]: [-160 -158 -156 -155 -152]
Recon[4:9]:    [-160 -158 -156 -155 -152]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 305 (LMS Hamilton Beats (5min)):
Original[4:9]: [-153 -158 -157 -159 -157]
Recon[4:9]:    [-153 -158 -157 -159 -157]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 306 (LMS Hamilton Beats (5min)):
Original[4:9]: [-155 -154 -153 -154 -156]
Recon[4:9]:    [-155 -154 -153 -154 -156]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 307 (LMS Hamilton Beats (5min)):
Original[4:9]: [-154 -149 -148 -148 -150]
Recon[4:9]:    [-154 -149 -148 -148 -150]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 308 (LMS Hamilton Beats (5min)):
Original[4:9]: [-149 -150 -150 -148 -146]
Recon[4:9]:    [-149 -150 -150 -148 -146]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 309 (LMS Hamilton Beats (5min)):
Original[4:9]: [-155 -152 -156 -153 -150]
Recon[4:9]:    [-155 -152 -156 -153 -150]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 310 (LMS Hamilton Beats (5min)):
Original[4:9]: [-157 -157 -155 -155 -155]
Recon[4:9]:    [-157 -157 -155 -155 -155]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 311 (LMS Hamilton Beats (5min)):
Original[4:9]: [-152 -149 -152 -151 -155]
Recon[4:9]:    [-152 -149 -152 -151 -155]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 312 (LMS Hamilton Beats (5min)):
Original[4:9]: [-153 -150 -149 -146 -142]
Recon[4:9]:    [-153 -150 -149 -146 -142]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 313 (LMS Hamilton Beats (5min)):
Original[4:9]: [-148 -146 -142 -139 -140]
Recon[4:9]:    [-148 -146 -142 -139 -140]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 314 (LMS Hamilton Beats (5min)):
Original[4:9]: [-135 -135 -137 -139 -140]
Recon[4:9]:    [-135 -135 -137 -139 -140]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 315 (LMS Hamilton Beats (5min)):
Original[4:9]: [-118 -120 -118 -115 -118]
Recon[4:9]:    [-118 -120 -118 -115 -118]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 316 (LMS Hamilton Beats (5min)):
Original[4:9]: [-144 -146 -147 -148 -150]
Recon[4:9]:    [-144 -146 -147 -148 -150]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 317 (LMS Hamilton Beats (5min)):
Original[4:9]: [-155 -158 -161 -164 -171]
Recon[4:9]:    [-155 -158 -161 -164 -171]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 318 (LMS Hamilton Beats (5min)):
Original[4:9]: [-160 -159 -157 -156 -154]
Recon[4:9]:    [-160 -159 -157 -156 -154]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 319 (LMS Hamilton Beats (5min)):
Original[4:9]: [-161 -164 -167 -170 -174]
Recon[4:9]:    [-161 -164 -167 -170 -174]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 320 (LMS Hamilton Beats (5min)):
Original[4:9]: [-176 -178 -178 -177 -172]
Recon[4:9]:    [-176 -178 -178 -177 -172]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 321 (LMS Hamilton Beats (5min)):
Original[4:9]: [-184 -177 -175 -174 -176]
Recon[4:9]:    [-184 -177 -175 -174 -176]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 322 (LMS Hamilton Beats (5min)):
Original[4:9]: [-200 -199 -201 -198 -199]
Recon[4:9]:    [-200 -199 -201 -198 -199]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 323 (LMS Hamilton Beats (5min)):
Original[4:9]: [-191 -192 -192 -193 -194]
Recon[4:9]:    [-191 -192 -192 -193 -194]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 324 (LMS Hamilton Beats (5min)):
Original[4:9]: [-187 -187 -189 -188 -186]
Recon[4:9]:    [-187 -187 -189 -188 -186]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 325 (LMS Hamilton Beats (5min)):
Original[4:9]: [-181 -176 -176 -174 -178]
Recon[4:9]:    [-181 -176 -176 -174 -178]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 326 (LMS Hamilton Beats (5min)):
Original[4:9]: [-147 -147 -150 -151 -153]
Recon[4:9]:    [-147 -147 -150 -151 -153]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 327 (LMS Hamilton Beats (5min)):
Original[4:9]: [-162 -165 -165 -162 -162]
Recon[4:9]:    [-162 -165 -165 -162 -162]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 328 (LMS Hamilton Beats (5min)):
Original[4:9]: [-162 -159 -160 -161 -163]
Recon[4:9]:    [-162 -159 -160 -161 -163]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 329 (LMS Hamilton Beats (5min)):
Original[4:9]: [-165 -162 -162 -169 -177]
Recon[4:9]:    [-165 -162 -162 -169 -177]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 330 (LMS Hamilton Beats (5min)):
Original[4:9]: [-166 -170 -169 -170 -167]
Recon[4:9]:    [-166 -170 -169 -170 -167]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 331 (LMS Hamilton Beats (5min)):
Original[4:9]: [-157 -167 -182 -196 -199]
Recon[4:9]:    [-157 -167 -182 -196 -199]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 332 (LMS Hamilton Beats (5min)):
Original[4:9]: [-155 -150 -145 -140 -139]
Recon[4:9]:    [-155 -150 -145 -140 -139]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 333 (LMS Hamilton Beats (5min)):
Original[4:9]: [-200 -205 -205 -204 -197]
Recon[4:9]:    [-200 -205 -205 -204 -197]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 334 (LMS Hamilton Beats (5min)):
Original[4:9]: [-171 -166 -164 -160 -162]
Recon[4:9]:    [-171 -166 -164 -160 -162]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 335 (LMS Hamilton Beats (5min)):
Original[4:9]: [-155 -158 -154 -158 -157]
Recon[4:9]:    [-155 -158 -154 -158 -157]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 336 (LMS Hamilton Beats (5min)):
Original[4:9]: [-131 -125 -123 -126 -131]
Recon[4:9]:    [-131 -125 -123 -126 -131]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 337 (LMS Hamilton Beats (5min)):
Original[4:9]: [-107 -108 -108 -107 -112]
Recon[4:9]:    [-107 -108 -108 -107 -112]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 338 (LMS Hamilton Beats (5min)):
Original[4:9]: [-124 -128 -136 -137 -135]
Recon[4:9]:    [-124 -128 -136 -137 -135]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 339 (LMS Hamilton Beats (5min)):
Original[4:9]: [-148 -137 -132 -134 -144]
Recon[4:9]:    [-148 -137 -132 -134 -144]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 340 (LMS Hamilton Beats (5min)):
Original[4:9]: [-138 -137 -133 -131 -139]
Recon[4:9]:    [-138 -137 -133 -131 -139]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 341 (LMS Hamilton Beats (5min)):
Original[4:9]: [-144 -145 -145 -148 -144]
Recon[4:9]:    [-144 -145 -145 -148 -144]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 342 (LMS Hamilton Beats (5min)):
Original[4:9]: [-137 -136 -134 -140 -139]
Recon[4:9]:    [-137 -136 -134 -140 -139]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 343 (LMS Hamilton Beats (5min)):
Original[4:9]: [-133 -133 -133 -128 -129]
Recon[4:9]:    [-133 -133 -133 -128 -129]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 344 (LMS Hamilton Beats (5min)):
Original[4:9]: [-150 -150 -146 -148 -147]
Recon[4:9]:    [-150 -150 -146 -148 -147]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 345 (LMS Hamilton Beats (5min)):
Original[4:9]: [-165 -165 -165 -167 -170]
Recon[4:9]:    [-165 -165 -165 -167 -170]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 346 (LMS Hamilton Beats (5min)):
Original[4:9]: [-152 -160 -156 -153 -153]
Recon[4:9]:    [-152 -160 -156 -153 -153]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 347 (LMS Hamilton Beats (5min)):
Original[4:9]: [-175 -171 -168 -170 -172]
Recon[4:9]:    [-175 -171 -168 -170 -172]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 348 (LMS Hamilton Beats (5min)):
Original[4:9]: [-163 -162 -160 -161 -165]
Recon[4:9]:    [-163 -162 -160 -161 -165]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 349 (LMS Hamilton Beats (5min)):
Original[4:9]: [-166 -167 -168 -171 -172]
Recon[4:9]:    [-166 -167 -168 -171 -172]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 350 (LMS Hamilton Beats (5min)):
Original[4:9]: [-160 -159 -158 -158 -156]
Recon[4:9]:    [-160 -159 -158 -158 -156]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 351 (LMS Hamilton Beats (5min)):
Original[4:9]: [-171 -174 -176 -170 -167]
Recon[4:9]:    [-171 -174 -176 -170 -167]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 352 (LMS Hamilton Beats (5min)):
Original[4:9]: [-134 -138 -143 -147 -150]
Recon[4:9]:    [-134 -138 -143 -147 -150]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 353 (LMS Hamilton Beats (5min)):
Original[4:9]: [-141 -136 -139 -140 -143]
Recon[4:9]:    [-141 -136 -139 -140 -143]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 354 (LMS Hamilton Beats (5min)):
Original[4:9]: [-152 -158 -157 -158 -161]
Recon[4:9]:    [-152 -158 -157 -158 -161]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 355 (LMS Hamilton Beats (5min)):
Original[4:9]: [-149 -149 -152 -153 -153]
Recon[4:9]:    [-149 -149 -152 -153 -153]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 356 (LMS Hamilton Beats (5min)):
Original[4:9]: [-147 -145 -143 -147 -148]
Recon[4:9]:    [-147 -145 -143 -147 -148]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 357 (LMS Hamilton Beats (5min)):
Original[4:9]: [-141 -138 -139 -138 -136]
Recon[4:9]:    [-141 -138 -139 -138 -136]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 358 (LMS Hamilton Beats (5min)):
Original[4:9]: [-134 -136 -143 -148 -150]
Recon[4:9]:    [-134 -136 -143 -148 -150]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 359 (LMS Hamilton Beats (5min)):
Original[4:9]: [-146 -148 -147 -146 -141]
Recon[4:9]:    [-146 -148 -147 -146 -141]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- LMS Hamilton Beats (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added LMS results for Hamilton Beats: CR Rice=1.682, CR Huff=1.830, mean L2=35.28730
Best params for NLMS Hamilton Beats (10s): {'order': 4, 'mu': 0.01} (avg l2-norm=0.00000)

DEBUG Segment 0 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-167 -167 -167 -163 -163]
Recon[4:9]:    [-167 -167 -167 -163 -163]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-198 -200 -197 -191 -184]
Recon[4:9]:    [-198 -200 -197 -191 -184]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-207 -202 -190 -185 -183]
Recon[4:9]:    [-207 -202 -190 -185 -183]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-203 -198 -196 -192 -194]
Recon[4:9]:    [-203 -198 -196 -192 -194]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-180 -181 -179 -178 -178]
Recon[4:9]:    [-180 -181 -179 -178 -178]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-171 -171 -177 -174 -173]
Recon[4:9]:    [-171 -171 -177 -174 -173]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-170 -167 -169 -170 -167]
Recon[4:9]:    [-170 -167 -169 -170 -167]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-156 -157 -157 -158 -156]
Recon[4:9]:    [-156 -157 -157 -158 -156]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-179 -180 -182 -184 -183]
Recon[4:9]:    [-179 -180 -182 -184 -183]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-173 -177 -179 -177 -179]
Recon[4:9]:    [-173 -177 -179 -177 -179]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-216 -213 -210 -208 -205]
Recon[4:9]:    [-216 -213 -210 -208 -205]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-244 -247 -250 -248 -247]
Recon[4:9]:    [-244 -247 -250 -248 -247]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-223 -221 -220 -221 -222]
Recon[4:9]:    [-223 -221 -220 -221 -222]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-207 -209 -214 -213 -216]
Recon[4:9]:    [-207 -209 -214 -213 -216]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-193 -194 -194 -195 -193]
Recon[4:9]:    [-193 -194 -194 -195 -193]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-141 -140 -143 -143 -147]
Recon[4:9]:    [-141 -140 -143 -143 -147]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-152 -149 -147 -146 -148]
Recon[4:9]:    [-152 -149 -147 -146 -148]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-169 -168 -168 -171 -172]
Recon[4:9]:    [-169 -168 -168 -171 -172]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-190 -189 -187 -188 -187]
Recon[4:9]:    [-190 -189 -187 -188 -187]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-209 -212 -209 -208 -209]
Recon[4:9]:    [-209 -212 -209 -208 -209]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-238 -241 -238 -227 -222]
Recon[4:9]:    [-238 -241 -238 -227 -222]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-272 -273 -273 -277 -283]
Recon[4:9]:    [-272 -273 -273 -277 -283]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-223 -231 -234 -235 -231]
Recon[4:9]:    [-223 -231 -234 -235 -231]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-209 -210 -208 -210 -215]
Recon[4:9]:    [-209 -210 -208 -210 -215]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-201 -203 -206 -207 -209]
Recon[4:9]:    [-201 -203 -206 -207 -209]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-175 -178 -177 -181 -181]
Recon[4:9]:    [-175 -178 -177 -181 -181]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-175 -178 -177 -182 -183]
Recon[4:9]:    [-175 -178 -177 -182 -183]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-178 -179 -177 -176 -173]
Recon[4:9]:    [-178 -179 -177 -176 -173]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-174 -172 -172 -172 -171]
Recon[4:9]:    [-174 -172 -172 -172 -171]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-173 -173 -175 -174 -174]
Recon[4:9]:    [-173 -173 -175 -174 -174]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-171 -172 -172 -171 -172]
Recon[4:9]:    [-171 -172 -172 -171 -172]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-165 -168 -170 -175 -177]
Recon[4:9]:    [-165 -168 -170 -175 -177]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-186 -183 -186 -184 -185]
Recon[4:9]:    [-186 -183 -186 -184 -185]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-180 -180 -183 -183 -183]
Recon[4:9]:    [-180 -180 -183 -183 -183]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-171 -172 -173 -173 -175]
Recon[4:9]:    [-171 -172 -173 -173 -175]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-168 -164 -161 -164 -166]
Recon[4:9]:    [-168 -164 -161 -164 -166]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-174 -171 -169 -171 -166]
Recon[4:9]:    [-174 -171 -169 -171 -166]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-160 -161 -165 -165 -166]
Recon[4:9]:    [-160 -161 -165 -165 -166]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-178 -181 -178 -177 -178]
Recon[4:9]:    [-178 -181 -178 -177 -178]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-178 -180 -181 -182 -184]
Recon[4:9]:    [-178 -180 -181 -182 -184]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-186 -184 -187 -188 -187]
Recon[4:9]:    [-186 -184 -187 -188 -187]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-191 -194 -194 -191 -188]
Recon[4:9]:    [-191 -194 -194 -191 -188]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-204 -203 -205 -205 -201]
Recon[4:9]:    [-204 -203 -205 -205 -201]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-199 -200 -203 -200 -201]
Recon[4:9]:    [-199 -200 -203 -200 -201]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-251 -249 -244 -244 -242]
Recon[4:9]:    [-251 -249 -244 -244 -242]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-128 -127 -129 -129 -127]
Recon[4:9]:    [-128 -127 -129 -129 -127]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-118 -120 -122 -122 -122]
Recon[4:9]:    [-118 -120 -122 -122 -122]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-110 -110 -112 -115 -118]
Recon[4:9]:    [-110 -110 -112 -115 -118]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-146 -147 -146 -144 -142]
Recon[4:9]:    [-146 -147 -146 -144 -142]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-272 -270 -269 -271 -275]
Recon[4:9]:    [-272 -270 -269 -271 -275]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-239 -238 -234 -234 -239]
Recon[4:9]:    [-239 -238 -234 -234 -239]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-211 -211 -212 -215 -217]
Recon[4:9]:    [-211 -211 -212 -215 -217]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-197 -199 -199 -206 -208]
Recon[4:9]:    [-197 -199 -199 -206 -208]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 53 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-193 -188 -190 -186 -185]
Recon[4:9]:    [-193 -188 -190 -186 -185]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 54 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-185 -181 -180 -180 -180]
Recon[4:9]:    [-185 -181 -180 -180 -180]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 55 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-167 -166 -172 -173 -172]
Recon[4:9]:    [-167 -166 -172 -173 -172]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 56 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-151 -151 -149 -150 -149]
Recon[4:9]:    [-151 -151 -149 -150 -149]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 57 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-148 -146 -148 -153 -154]
Recon[4:9]:    [-148 -146 -148 -153 -154]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 58 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-168 -163 -163 -163 -164]
Recon[4:9]:    [-168 -163 -163 -163 -164]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 59 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-166 -162 -159 -158 -161]
Recon[4:9]:    [-166 -162 -159 -158 -161]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 60 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-157 -156 -152 -152 -152]
Recon[4:9]:    [-157 -156 -152 -152 -152]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 61 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-152 -154 -155 -160 -159]
Recon[4:9]:    [-152 -154 -155 -160 -159]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 62 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-163 -162 -159 -160 -159]
Recon[4:9]:    [-163 -162 -159 -160 -159]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 63 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-164 -166 -162 -164 -165]
Recon[4:9]:    [-164 -166 -162 -164 -165]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 64 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-166 -168 -170 -171 -171]
Recon[4:9]:    [-166 -168 -170 -171 -171]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 65 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-190 -191 -191 -193 -191]
Recon[4:9]:    [-190 -191 -191 -193 -191]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 66 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-213 -213 -213 -216 -217]
Recon[4:9]:    [-213 -213 -213 -216 -217]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 67 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-207 -208 -210 -212 -213]
Recon[4:9]:    [-207 -208 -210 -212 -213]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 68 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-208 -211 -213 -216 -217]
Recon[4:9]:    [-208 -211 -213 -216 -217]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 69 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-180 -182 -182 -183 -184]
Recon[4:9]:    [-180 -182 -182 -183 -184]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 70 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-148 -147 -151 -150 -148]
Recon[4:9]:    [-148 -147 -151 -150 -148]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 71 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-155 -155 -153 -155 -156]
Recon[4:9]:    [-155 -155 -153 -155 -156]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 72 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-152 -151 -152 -152 -149]
Recon[4:9]:    [-152 -151 -152 -152 -149]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 73 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-144 -143 -144 -150 -153]
Recon[4:9]:    [-144 -143 -144 -150 -153]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 74 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-159 -160 -158 -156 -153]
Recon[4:9]:    [-159 -160 -158 -156 -153]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 75 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-154 -160 -154 -153 -154]
Recon[4:9]:    [-154 -160 -154 -153 -154]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 76 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-142 -141 -140 -139 -139]
Recon[4:9]:    [-142 -141 -140 -139 -139]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 77 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-149 -149 -151 -150 -149]
Recon[4:9]:    [-149 -149 -151 -150 -149]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 78 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-157 -155 -158 -159 -161]
Recon[4:9]:    [-157 -155 -158 -159 -161]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 79 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-162 -160 -157 -158 -158]
Recon[4:9]:    [-162 -160 -157 -158 -158]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 80 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-159 -160 -164 -167 -168]
Recon[4:9]:    [-159 -160 -164 -167 -168]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 81 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-166 -165 -165 -169 -171]
Recon[4:9]:    [-166 -165 -165 -169 -171]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 82 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-206 -204 -205 -202 -206]
Recon[4:9]:    [-206 -204 -205 -202 -206]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 83 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-198 -199 -196 -196 -196]
Recon[4:9]:    [-198 -199 -196 -196 -196]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 84 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-190 -190 -194 -193 -196]
Recon[4:9]:    [-190 -190 -194 -193 -196]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 85 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-171 -171 -175 -170 -173]
Recon[4:9]:    [-171 -171 -175 -170 -173]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 86 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-161 -163 -162 -158 -159]
Recon[4:9]:    [-161 -163 -162 -158 -159]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 87 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-154 -152 -152 -152 -150]
Recon[4:9]:    [-154 -152 -152 -152 -150]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 88 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-159 -160 -161 -167 -163]
Recon[4:9]:    [-159 -160 -161 -167 -163]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 89 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-173 -174 -179 -179 -182]
Recon[4:9]:    [-173 -174 -179 -179 -182]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 90 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-181 -182 -179 -175 -174]
Recon[4:9]:    [-181 -182 -179 -175 -174]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 91 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-172 -169 -169 -171 -168]
Recon[4:9]:    [-172 -169 -169 -171 -168]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 92 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-168 -170 -173 -171 -173]
Recon[4:9]:    [-168 -170 -173 -171 -173]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 93 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-166 -168 -168 -170 -173]
Recon[4:9]:    [-166 -168 -168 -170 -173]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 94 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-156 -154 -155 -156 -158]
Recon[4:9]:    [-156 -154 -155 -156 -158]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 95 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-147 -149 -148 -144 -143]
Recon[4:9]:    [-147 -149 -148 -144 -143]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 96 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-139 -141 -144 -145 -147]
Recon[4:9]:    [-139 -141 -144 -145 -147]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 97 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-151 -152 -152 -152 -151]
Recon[4:9]:    [-151 -152 -152 -152 -151]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 98 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-173 -175 -175 -179 -182]
Recon[4:9]:    [-173 -175 -175 -179 -182]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 99 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-171 -172 -170 -171 -171]
Recon[4:9]:    [-171 -172 -170 -171 -171]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 100 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-177 -175 -177 -177 -175]
Recon[4:9]:    [-177 -175 -177 -177 -175]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 101 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-169 -167 -169 -170 -172]
Recon[4:9]:    [-169 -167 -169 -170 -172]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 102 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-159 -159 -159 -157 -157]
Recon[4:9]:    [-159 -159 -159 -157 -157]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 103 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-148 -148 -150 -153 -154]
Recon[4:9]:    [-148 -148 -150 -153 -154]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 104 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-150 -153 -153 -155 -154]
Recon[4:9]:    [-150 -153 -153 -155 -154]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 105 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-161 -160 -157 -157 -156]
Recon[4:9]:    [-161 -160 -157 -157 -156]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 106 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-153 -155 -156 -154 -151]
Recon[4:9]:    [-153 -155 -156 -154 -151]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 107 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-153 -157 -160 -161 -162]
Recon[4:9]:    [-153 -157 -160 -161 -162]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 108 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-175 -173 -175 -173 -179]
Recon[4:9]:    [-175 -173 -175 -173 -179]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 109 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-181 -183 -183 -187 -191]
Recon[4:9]:    [-181 -183 -183 -187 -191]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 110 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-183 -183 -183 -185 -184]
Recon[4:9]:    [-183 -183 -183 -185 -184]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 111 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-187 -186 -188 -188 -187]
Recon[4:9]:    [-187 -186 -188 -188 -187]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 112 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-179 -175 -174 -177 -177]
Recon[4:9]:    [-179 -175 -174 -177 -177]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 113 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-174 -173 -174 -178 -177]
Recon[4:9]:    [-174 -173 -174 -178 -177]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 114 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-180 -181 -188 -185 -188]
Recon[4:9]:    [-180 -181 -188 -185 -188]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 115 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-181 -183 -183 -183 -184]
Recon[4:9]:    [-181 -183 -183 -183 -184]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 116 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-167 -169 -169 -170 -172]
Recon[4:9]:    [-167 -169 -169 -170 -172]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 117 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-158 -152 -154 -155 -157]
Recon[4:9]:    [-158 -152 -154 -155 -157]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 118 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-165 -162 -159 -155 -152]
Recon[4:9]:    [-165 -162 -159 -155 -152]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 119 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-158 -156 -160 -156 -154]
Recon[4:9]:    [-158 -156 -160 -156 -154]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 120 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-152 -152 -151 -154 -155]
Recon[4:9]:    [-152 -152 -151 -154 -155]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 121 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-170 -168 -168 -166 -169]
Recon[4:9]:    [-170 -168 -168 -166 -169]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 122 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-158 -158 -156 -157 -156]
Recon[4:9]:    [-158 -158 -156 -157 -156]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 123 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-128 -129 -126 -128 -126]
Recon[4:9]:    [-128 -129 -126 -128 -126]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 124 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-138 -137 -135 -133 -136]
Recon[4:9]:    [-138 -137 -135 -133 -136]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 125 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-153 -152 -155 -153 -154]
Recon[4:9]:    [-153 -152 -155 -153 -154]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 126 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-148 -144 -142 -141 -140]
Recon[4:9]:    [-148 -144 -142 -141 -140]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 127 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-128 -128 -128 -126 -126]
Recon[4:9]:    [-128 -128 -128 -126 -126]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 128 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-143 -144 -142 -144 -147]
Recon[4:9]:    [-143 -144 -142 -144 -147]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 129 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-134 -135 -135 -136 -135]
Recon[4:9]:    [-134 -135 -135 -136 -135]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 130 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-163 -157 -153 -151 -150]
Recon[4:9]:    [-163 -157 -153 -151 -150]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 131 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-150 -151 -153 -157 -159]
Recon[4:9]:    [-150 -151 -153 -157 -159]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 132 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-190 -189 -185 -188 -190]
Recon[4:9]:    [-190 -189 -185 -188 -190]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 133 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-196 -191 -195 -197 -197]
Recon[4:9]:    [-196 -191 -195 -197 -197]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 134 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-164 -164 -164 -168 -167]
Recon[4:9]:    [-164 -164 -164 -168 -167]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 135 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-176 -173 -167 -167 -169]
Recon[4:9]:    [-176 -173 -167 -167 -169]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 136 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-157 -164 -170 -170 -170]
Recon[4:9]:    [-157 -164 -170 -170 -170]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 137 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-140 -135 -131 -134 -140]
Recon[4:9]:    [-140 -135 -131 -134 -140]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 138 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-141 -138 -138 -138 -144]
Recon[4:9]:    [-141 -138 -138 -138 -144]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 139 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-155 -155 -156 -156 -153]
Recon[4:9]:    [-155 -155 -156 -156 -153]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 140 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-149 -150 -148 -147 -146]
Recon[4:9]:    [-149 -150 -148 -147 -146]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 141 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-121 -127 -129 -128 -126]
Recon[4:9]:    [-121 -127 -129 -128 -126]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 142 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-134 -134 -137 -136 -132]
Recon[4:9]:    [-134 -134 -137 -136 -132]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 143 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-142 -147 -147 -143 -143]
Recon[4:9]:    [-142 -147 -147 -143 -143]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 144 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-124 -123 -125 -126 -131]
Recon[4:9]:    [-124 -123 -125 -126 -131]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 145 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-123 -123 -115 -115 -115]
Recon[4:9]:    [-123 -123 -115 -115 -115]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 146 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-123 -121 -124 -119 -118]
Recon[4:9]:    [-123 -121 -124 -119 -118]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 147 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-121 -125 -128 -132 -130]
Recon[4:9]:    [-121 -125 -128 -132 -130]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 148 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-145 -144 -143 -141 -142]
Recon[4:9]:    [-145 -144 -143 -141 -142]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 149 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-135 -137 -141 -142 -147]
Recon[4:9]:    [-135 -137 -141 -142 -147]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 150 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-147 -146 -148 -146 -148]
Recon[4:9]:    [-147 -146 -148 -146 -148]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 151 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-149 -149 -150 -150 -144]
Recon[4:9]:    [-149 -149 -150 -150 -144]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 152 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-150 -150 -150 -152 -155]
Recon[4:9]:    [-150 -150 -150 -152 -155]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 153 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-149 -152 -153 -155 -154]
Recon[4:9]:    [-149 -152 -153 -155 -154]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 154 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-148 -146 -144 -143 -140]
Recon[4:9]:    [-148 -146 -144 -143 -140]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 155 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-148 -152 -155 -157 -157]
Recon[4:9]:    [-148 -152 -155 -157 -157]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 156 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-159 -163 -162 -158 -160]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 157 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-164 -165 -163 -165 -165]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 158 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-156 -158 -159 -157 -157]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 159 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-125 -127 -130 -129 -134]
Recon[4:9]:    [-125 -127 -130 -129 -134]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 160 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-136 -138 -141 -147 -151]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 161 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-153 -159 -161 -161 -163]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 162 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-162 -167 -169 -171 -171]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 163 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-154 -155 -156 -157 -158]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 164 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-150 -150 -150 -151 -147]
Recon[4:9]:    [-150 -150 -150 -151 -147]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 165 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-151 -150 -145 -149 -151]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 166 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-142 -141 -144 -146 -149]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 167 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-136 -135 -139 -142 -140]
Recon[4:9]:    [-136 -135 -139 -142 -140]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 168 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-144 -144 -140 -141 -140]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 169 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-142 -143 -144 -147 -146]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 170 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-131 -132 -131 -130 -128]
Recon[4:9]:    [-131 -132 -131 -130 -128]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 171 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-161 -160 -157 -158 -160]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 172 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-178 -178 -178 -175 -174]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 173 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-134 -135 -133 -132 -138]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 174 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-101 -102 -102 -104 -107]
Recon[4:9]:    [-101 -102 -102 -104 -107]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 175 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-117 -115 -114 -111 -107]
Recon[4:9]:    [-117 -115 -114 -111 -107]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 176 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-101 -103 -102  -99 -101]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 177 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-107 -108 -104 -106 -104]
Recon[4:9]:    [-107 -108 -104 -106 -104]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 178 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-139 -141 -141 -140 -145]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 179 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-143 -142 -142 -138 -139]
Recon[4:9]:    [-143 -142 -142 -138 -139]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 180 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-135 -139 -135 -136 -134]
Recon[4:9]:    [-135 -139 -135 -136 -134]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 181 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-119 -122 -124 -127 -128]
Recon[4:9]:    [-119 -122 -124 -127 -128]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 182 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-136 -135 -131 -131 -132]
Recon[4:9]:    [-136 -135 -131 -131 -132]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 183 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-147 -146 -150 -151 -151]
Recon[4:9]:    [-147 -146 -150 -151 -151]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 184 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-157 -155 -156 -154 -152]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 185 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-152 -154 -155 -159 -159]
Recon[4:9]:    [-152 -154 -155 -159 -159]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 186 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-150 -149 -152 -147 -143]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 187 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-139 -138 -141 -138 -139]
Recon[4:9]:    [-139 -138 -141 -138 -139]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 188 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-144 -143 -147 -150 -148]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 189 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-97 -93 -91 -92 -93]
Recon[4:9]:    [-97 -93 -91 -92 -93]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 190 (NLMS Hamilton Beats (5min)):
Original[4:9]: [ -95  -95  -96  -98 -101]
Recon[4:9]:    [ -95  -95  -96  -98 -101]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 191 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-124 -125 -122 -123 -118]
Recon[4:9]:    [-124 -125 -122 -123 -118]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 192 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-130 -127 -126 -120 -118]
Recon[4:9]:    [-130 -127 -126 -120 -118]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 193 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-137 -133 -133 -134 -136]
Recon[4:9]:    [-137 -133 -133 -134 -136]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 194 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-132 -132 -134 -131 -133]
Recon[4:9]:    [-132 -132 -134 -131 -133]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 195 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-126 -125 -126 -126 -126]
Recon[4:9]:    [-126 -125 -126 -126 -126]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 196 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-163 -164 -159 -148 -140]
Recon[4:9]:    [-163 -164 -159 -148 -140]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 197 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-135 -133 -133 -139 -145]
Recon[4:9]:    [-135 -133 -133 -139 -145]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 198 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-149 -153 -156 -158 -158]
Recon[4:9]:    [-149 -153 -156 -158 -158]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 199 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-148 -149 -150 -149 -156]
Recon[4:9]:    [-148 -149 -150 -149 -156]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 200 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-131 -133 -131 -130 -128]
Recon[4:9]:    [-131 -133 -131 -130 -128]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 201 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-114 -115 -116 -119 -121]
Recon[4:9]:    [-114 -115 -116 -119 -121]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 202 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-134 -134 -133 -133 -134]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 203 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-130 -131 -131 -128 -124]
Recon[4:9]:    [-130 -131 -131 -128 -124]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 204 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-126 -124 -127 -123 -123]
Recon[4:9]:    [-126 -124 -127 -123 -123]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 205 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-121 -120 -119 -119 -119]
Recon[4:9]:    [-121 -120 -119 -119 -119]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 206 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-127 -124 -127 -126 -128]
Recon[4:9]:    [-127 -124 -127 -126 -128]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 207 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-136 -135 -134 -133 -129]
Recon[4:9]:    [-136 -135 -134 -133 -129]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 208 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-114 -118 -118 -122 -121]
Recon[4:9]:    [-114 -118 -118 -122 -121]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 209 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-121 -123 -122 -121 -120]
Recon[4:9]:    [-121 -123 -122 -121 -120]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 210 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-128 -129 -129 -127 -128]
Recon[4:9]:    [-128 -129 -129 -127 -128]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 211 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-118 -118 -116 -115 -115]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 212 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-124 -123 -121 -119 -120]
Recon[4:9]:    [-124 -123 -121 -119 -120]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 213 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-134 -138 -135 -134 -137]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 214 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-128 -128 -128 -130 -132]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 215 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-114 -117 -119 -122 -124]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 216 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-126 -128 -124 -125 -121]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 217 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-126 -125 -126 -132 -133]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 218 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-118 -115 -117 -116 -117]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 219 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-143 -142 -142 -142 -142]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 220 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-135 -132 -134 -133 -131]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 221 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-120 -122 -124 -125 -127]
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L2 calculation: 0.0

DEBUG Segment 222 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-135 -133 -130 -129 -129]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 223 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-142 -139 -140 -136 -135]
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L2 calculation: 0.0

DEBUG Segment 224 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-141 -138 -141 -142 -144]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 225 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-138 -137 -133 -134 -134]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 226 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-148 -147 -151 -150 -152]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 227 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-156 -158 -160 -161 -164]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 228 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-148 -148 -150 -150 -152]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 229 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-148 -148 -146 -145 -146]
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L2 calculation: 0.0

DEBUG Segment 230 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-147 -151 -148 -146 -145]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 231 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-145 -143 -144 -142 -138]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 232 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-125 -125 -126 -125 -124]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 233 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-150 -150 -149 -149 -150]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 234 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-135 -132 -137 -138 -136]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 235 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-145 -149 -148 -148 -147]
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L2 calculation: 0.0

DEBUG Segment 236 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-148 -149 -152 -151 -150]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 237 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-136 -137 -137 -140 -146]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 238 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-116 -117 -119 -121 -120]
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Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 239 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-124 -121 -120 -119 -119]
Recon[4:9]:    [-124 -121 -120 -119 -119]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 240 (NLMS Hamilton Beats (5min)):
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Recon[4:9]:    [-121 -125 -122 -121 -118]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 241 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-110 -112 -113 -112 -111]
Recon[4:9]:    [-110 -112 -113 -112 -111]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 242 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-116 -114 -113 -112 -110]
Recon[4:9]:    [-116 -114 -113 -112 -110]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 243 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-115 -118 -118 -117 -118]
Recon[4:9]:    [-115 -118 -118 -117 -118]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 244 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-155 -152 -151 -155 -156]
Recon[4:9]:    [-155 -152 -151 -155 -156]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 245 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-156 -158 -161 -160 -158]
Recon[4:9]:    [-156 -158 -161 -160 -158]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 246 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-176 -177 -173 -167 -160]
Recon[4:9]:    [-176 -177 -173 -167 -160]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 247 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-162 -163 -160 -154 -149]
Recon[4:9]:    [-162 -163 -160 -154 -149]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 248 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-139 -134 -134 -132 -133]
Recon[4:9]:    [-139 -134 -134 -132 -133]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 249 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-146 -145 -153 -154 -162]
Recon[4:9]:    [-146 -145 -153 -154 -162]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 250 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-126 -125 -126 -128 -130]
Recon[4:9]:    [-126 -125 -126 -128 -130]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 251 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-130 -130 -134 -139 -136]
Recon[4:9]:    [-130 -130 -134 -139 -136]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 252 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-151 -152 -150 -149 -148]
Recon[4:9]:    [-151 -152 -150 -149 -148]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 253 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-148 -145 -140 -141 -142]
Recon[4:9]:    [-148 -145 -140 -141 -142]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 254 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-174 -173 -175 -172 -170]
Recon[4:9]:    [-174 -173 -175 -172 -170]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 255 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-181 -182 -180 -180 -177]
Recon[4:9]:    [-181 -182 -180 -180 -177]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 256 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-183 -184 -178 -178 -176]
Recon[4:9]:    [-183 -184 -178 -178 -176]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 257 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-181 -178 -176 -174 -170]
Recon[4:9]:    [-181 -178 -176 -174 -170]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 258 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-169 -171 -171 -169 -171]
Recon[4:9]:    [-169 -171 -171 -169 -171]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 259 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-161 -159 -157 -155 -154]
Recon[4:9]:    [-161 -159 -157 -155 -154]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 260 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-151 -151 -149 -147 -149]
Recon[4:9]:    [-151 -151 -149 -147 -149]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 261 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-147 -153 -156 -158 -157]
Recon[4:9]:    [-147 -153 -156 -158 -157]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 262 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-150 -149 -148 -148 -152]
Recon[4:9]:    [-150 -149 -148 -148 -152]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 263 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-144 -143 -148 -151 -152]
Recon[4:9]:    [-144 -143 -148 -151 -152]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 264 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-138 -138 -139 -134 -136]
Recon[4:9]:    [-138 -138 -139 -134 -136]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 265 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-137 -137 -138 -138 -139]
Recon[4:9]:    [-137 -137 -138 -138 -139]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 266 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-131 -135 -134 -137 -136]
Recon[4:9]:    [-131 -135 -134 -137 -136]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 267 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-148 -151 -150 -151 -149]
Recon[4:9]:    [-148 -151 -150 -151 -149]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 268 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-157 -160 -162 -159 -157]
Recon[4:9]:    [-157 -160 -162 -159 -157]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 269 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-143 -144 -140 -137 -125]
Recon[4:9]:    [-143 -144 -140 -137 -125]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 270 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-116 -116 -121 -134 -143]
Recon[4:9]:    [-116 -116 -121 -134 -143]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 271 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-144 -141 -144 -148 -150]
Recon[4:9]:    [-144 -141 -144 -148 -150]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 272 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-147 -152 -154 -155 -158]
Recon[4:9]:    [-147 -152 -154 -155 -158]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 273 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-157 -156 -158 -159 -162]
Recon[4:9]:    [-157 -156 -158 -159 -162]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 274 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-168 -169 -171 -170 -168]
Recon[4:9]:    [-168 -169 -171 -170 -168]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 275 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-175 -179 -177 -174 -173]
Recon[4:9]:    [-175 -179 -177 -174 -173]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 276 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-185 -177 -172 -175 -173]
Recon[4:9]:    [-185 -177 -172 -175 -173]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 277 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-186 -188 -191 -191 -194]
Recon[4:9]:    [-186 -188 -191 -191 -194]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 278 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-188 -179 -173 -171 -175]
Recon[4:9]:    [-188 -179 -173 -171 -175]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 279 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-198 -192 -187 -181 -182]
Recon[4:9]:    [-198 -192 -187 -181 -182]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 280 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-190 -187 -192 -191 -190]
Recon[4:9]:    [-190 -187 -192 -191 -190]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 281 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-167 -167 -164 -166 -172]
Recon[4:9]:    [-167 -167 -164 -166 -172]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 282 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-188 -186 -181 -172 -171]
Recon[4:9]:    [-188 -186 -181 -172 -171]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 283 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-132 -137 -141 -142 -139]
Recon[4:9]:    [-132 -137 -141 -142 -139]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 284 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-146 -141 -139 -136 -137]
Recon[4:9]:    [-146 -141 -139 -136 -137]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 285 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-150 -152 -149 -153 -150]
Recon[4:9]:    [-150 -152 -149 -153 -150]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 286 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-145 -142 -138 -135 -135]
Recon[4:9]:    [-145 -142 -138 -135 -135]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 287 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-154 -152 -154 -153 -150]
Recon[4:9]:    [-154 -152 -154 -153 -150]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 288 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-148 -136 -136 -139 -142]
Recon[4:9]:    [-148 -136 -136 -139 -142]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 289 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-147 -145 -145 -148 -152]
Recon[4:9]:    [-147 -145 -145 -148 -152]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 290 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-145 -146 -143 -141 -143]
Recon[4:9]:    [-145 -146 -143 -141 -143]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 291 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-132 -129 -130 -127 -129]
Recon[4:9]:    [-132 -129 -130 -127 -129]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 292 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-127 -129 -128 -127 -125]
Recon[4:9]:    [-127 -129 -128 -127 -125]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 293 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-124 -126 -126 -129 -129]
Recon[4:9]:    [-124 -126 -126 -129 -129]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 294 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-130 -132 -130 -135 -138]
Recon[4:9]:    [-130 -132 -130 -135 -138]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 295 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-130 -133 -133 -135 -137]
Recon[4:9]:    [-130 -133 -133 -135 -137]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 296 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-139 -140 -138 -138 -137]
Recon[4:9]:    [-139 -140 -138 -138 -137]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 297 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-143 -144 -140 -138 -135]
Recon[4:9]:    [-143 -144 -140 -138 -135]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 298 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-182 -183 -184 -188 -192]
Recon[4:9]:    [-182 -183 -184 -188 -192]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 299 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-205 -205 -205 -208 -213]
Recon[4:9]:    [-205 -205 -205 -208 -213]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 300 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-191 -192 -195 -199 -201]
Recon[4:9]:    [-191 -192 -195 -199 -201]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 301 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-175 -176 -178 -178 -183]
Recon[4:9]:    [-175 -176 -178 -178 -183]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 302 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-168 -169 -172 -176 -176]
Recon[4:9]:    [-168 -169 -172 -176 -176]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 303 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-165 -164 -160 -159 -159]
Recon[4:9]:    [-165 -164 -160 -159 -159]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 304 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-160 -158 -156 -155 -152]
Recon[4:9]:    [-160 -158 -156 -155 -152]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 305 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-153 -158 -157 -159 -157]
Recon[4:9]:    [-153 -158 -157 -159 -157]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 306 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-155 -154 -153 -154 -156]
Recon[4:9]:    [-155 -154 -153 -154 -156]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 307 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-154 -149 -148 -148 -150]
Recon[4:9]:    [-154 -149 -148 -148 -150]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 308 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-149 -150 -150 -148 -146]
Recon[4:9]:    [-149 -150 -150 -148 -146]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 309 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-155 -152 -156 -153 -150]
Recon[4:9]:    [-155 -152 -156 -153 -150]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 310 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-157 -157 -155 -155 -155]
Recon[4:9]:    [-157 -157 -155 -155 -155]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 311 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-152 -149 -152 -151 -155]
Recon[4:9]:    [-152 -149 -152 -151 -155]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 312 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-153 -150 -149 -146 -142]
Recon[4:9]:    [-153 -150 -149 -146 -142]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 313 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-148 -146 -142 -139 -140]
Recon[4:9]:    [-148 -146 -142 -139 -140]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 314 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-135 -135 -137 -139 -140]
Recon[4:9]:    [-135 -135 -137 -139 -140]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 315 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-118 -120 -118 -115 -118]
Recon[4:9]:    [-118 -120 -118 -115 -118]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 316 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-144 -146 -147 -148 -150]
Recon[4:9]:    [-144 -146 -147 -148 -150]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 317 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-155 -158 -161 -164 -171]
Recon[4:9]:    [-155 -158 -161 -164 -171]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 318 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-160 -159 -157 -156 -154]
Recon[4:9]:    [-160 -159 -157 -156 -154]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 319 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-161 -164 -167 -170 -174]
Recon[4:9]:    [-161 -164 -167 -170 -174]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 320 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-176 -178 -178 -177 -172]
Recon[4:9]:    [-176 -178 -178 -177 -172]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 321 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-184 -177 -175 -174 -176]
Recon[4:9]:    [-184 -177 -175 -174 -176]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 322 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-200 -199 -201 -198 -199]
Recon[4:9]:    [-200 -199 -201 -198 -199]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 323 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-191 -192 -192 -193 -194]
Recon[4:9]:    [-191 -192 -192 -193 -194]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 324 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-187 -187 -189 -188 -186]
Recon[4:9]:    [-187 -187 -189 -188 -186]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 325 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-181 -176 -176 -174 -178]
Recon[4:9]:    [-181 -176 -176 -174 -178]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 326 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-147 -147 -150 -151 -153]
Recon[4:9]:    [-147 -147 -150 -151 -153]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 327 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-162 -165 -165 -162 -162]
Recon[4:9]:    [-162 -165 -165 -162 -162]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 328 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-162 -159 -160 -161 -163]
Recon[4:9]:    [-162 -159 -160 -161 -163]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 329 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-165 -162 -162 -169 -177]
Recon[4:9]:    [-165 -162 -162 -169 -177]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 330 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-166 -170 -169 -170 -167]
Recon[4:9]:    [-166 -170 -169 -170 -167]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 331 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-157 -167 -182 -196 -199]
Recon[4:9]:    [-157 -167 -182 -196 -199]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 332 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-155 -150 -145 -140 -139]
Recon[4:9]:    [-155 -150 -145 -140 -139]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 333 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-200 -205 -205 -204 -197]
Recon[4:9]:    [-200 -205 -205 -204 -197]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 334 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-171 -166 -164 -160 -162]
Recon[4:9]:    [-171 -166 -164 -160 -162]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 335 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-155 -158 -154 -158 -157]
Recon[4:9]:    [-155 -158 -154 -158 -157]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 336 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-131 -125 -123 -126 -131]
Recon[4:9]:    [-131 -125 -123 -126 -131]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 337 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-107 -108 -108 -107 -112]
Recon[4:9]:    [-107 -108 -108 -107 -112]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 338 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-124 -128 -136 -137 -135]
Recon[4:9]:    [-124 -128 -136 -137 -135]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 339 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-148 -137 -132 -134 -144]
Recon[4:9]:    [-148 -137 -132 -134 -144]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 340 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-138 -137 -133 -131 -139]
Recon[4:9]:    [-138 -137 -133 -131 -139]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 341 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-144 -145 -145 -148 -144]
Recon[4:9]:    [-144 -145 -145 -148 -144]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 342 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-137 -136 -134 -140 -139]
Recon[4:9]:    [-137 -136 -134 -140 -139]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 343 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-133 -133 -133 -128 -129]
Recon[4:9]:    [-133 -133 -133 -128 -129]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 344 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-150 -150 -146 -148 -147]
Recon[4:9]:    [-150 -150 -146 -148 -147]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 345 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-165 -165 -165 -167 -170]
Recon[4:9]:    [-165 -165 -165 -167 -170]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 346 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-152 -160 -156 -153 -153]
Recon[4:9]:    [-152 -160 -156 -153 -153]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 347 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-175 -171 -168 -170 -172]
Recon[4:9]:    [-175 -171 -168 -170 -172]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 348 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-163 -162 -160 -161 -165]
Recon[4:9]:    [-163 -162 -160 -161 -165]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 349 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-166 -167 -168 -171 -172]
Recon[4:9]:    [-166 -167 -168 -171 -172]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 350 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-160 -159 -158 -158 -156]
Recon[4:9]:    [-160 -159 -158 -158 -156]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 351 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-171 -174 -176 -170 -167]
Recon[4:9]:    [-171 -174 -176 -170 -167]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 352 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-134 -138 -143 -147 -150]
Recon[4:9]:    [-134 -138 -143 -147 -150]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 353 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-141 -136 -139 -140 -143]
Recon[4:9]:    [-141 -136 -139 -140 -143]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 354 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-152 -158 -157 -158 -161]
Recon[4:9]:    [-152 -158 -157 -158 -161]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 355 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-149 -149 -152 -153 -153]
Recon[4:9]:    [-149 -149 -152 -153 -153]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 356 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-147 -145 -143 -147 -148]
Recon[4:9]:    [-147 -145 -143 -147 -148]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 357 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-141 -138 -139 -138 -136]
Recon[4:9]:    [-141 -138 -139 -138 -136]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 358 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-134 -136 -143 -148 -150]
Recon[4:9]:    [-134 -136 -143 -148 -150]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 359 (NLMS Hamilton Beats (5min)):
Original[4:9]: [-146 -148 -147 -146 -141]
Recon[4:9]:    [-146 -148 -147 -146 -141]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- NLMS Hamilton Beats (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added NLMS results for Hamilton Beats: CR Rice=1.325, CR Huff=1.450, mean L2=72.95468
Best params for GASS Hamilton Beats (10s): {'order': 4, 'mu': 1e-07, 'rho': 1e-06} (avg l2-norm=0.00000)

DEBUG Segment 0 (GASS Hamilton Beats (5min)):
Original[4:9]: [-167 -167 -167 -163 -163]
Recon[4:9]:    [-167 -167 -167 -163 -163]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 1 (GASS Hamilton Beats (5min)):
Original[4:9]: [-198 -200 -197 -191 -184]
Recon[4:9]:    [-198 -200 -197 -191 -184]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 2 (GASS Hamilton Beats (5min)):
Original[4:9]: [-207 -202 -190 -185 -183]
Recon[4:9]:    [-207 -202 -190 -185 -183]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 3 (GASS Hamilton Beats (5min)):
Original[4:9]: [-203 -198 -196 -192 -194]
Recon[4:9]:    [-203 -198 -196 -192 -194]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 4 (GASS Hamilton Beats (5min)):
Original[4:9]: [-180 -181 -179 -178 -178]
Recon[4:9]:    [-180 -181 -179 -178 -178]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 5 (GASS Hamilton Beats (5min)):
Original[4:9]: [-171 -171 -177 -174 -173]
Recon[4:9]:    [-171 -171 -177 -174 -173]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 6 (GASS Hamilton Beats (5min)):
Original[4:9]: [-170 -167 -169 -170 -167]
Recon[4:9]:    [-170 -167 -169 -170 -167]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 7 (GASS Hamilton Beats (5min)):
Original[4:9]: [-156 -157 -157 -158 -156]
Recon[4:9]:    [-156 -157 -157 -158 -156]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 8 (GASS Hamilton Beats (5min)):
Original[4:9]: [-179 -180 -182 -184 -183]
Recon[4:9]:    [-179 -180 -182 -184 -183]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 9 (GASS Hamilton Beats (5min)):
Original[4:9]: [-173 -177 -179 -177 -179]
Recon[4:9]:    [-173 -177 -179 -177 -179]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 10 (GASS Hamilton Beats (5min)):
Original[4:9]: [-216 -213 -210 -208 -205]
Recon[4:9]:    [-216 -213 -210 -208 -205]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 11 (GASS Hamilton Beats (5min)):
Original[4:9]: [-244 -247 -250 -248 -247]
Recon[4:9]:    [-244 -247 -250 -248 -247]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 12 (GASS Hamilton Beats (5min)):
Original[4:9]: [-223 -221 -220 -221 -222]
Recon[4:9]:    [-223 -221 -220 -221 -222]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 13 (GASS Hamilton Beats (5min)):
Original[4:9]: [-207 -209 -214 -213 -216]
Recon[4:9]:    [-207 -209 -214 -213 -216]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 14 (GASS Hamilton Beats (5min)):
Original[4:9]: [-193 -194 -194 -195 -193]
Recon[4:9]:    [-193 -194 -194 -195 -193]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 15 (GASS Hamilton Beats (5min)):
Original[4:9]: [-141 -140 -143 -143 -147]
Recon[4:9]:    [-141 -140 -143 -143 -147]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 16 (GASS Hamilton Beats (5min)):
Original[4:9]: [-152 -149 -147 -146 -148]
Recon[4:9]:    [-152 -149 -147 -146 -148]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 17 (GASS Hamilton Beats (5min)):
Original[4:9]: [-169 -168 -168 -171 -172]
Recon[4:9]:    [-169 -168 -168 -171 -172]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 18 (GASS Hamilton Beats (5min)):
Original[4:9]: [-190 -189 -187 -188 -187]
Recon[4:9]:    [-190 -189 -187 -188 -187]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 19 (GASS Hamilton Beats (5min)):
Original[4:9]: [-209 -212 -209 -208 -209]
Recon[4:9]:    [-209 -212 -209 -208 -209]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 20 (GASS Hamilton Beats (5min)):
Original[4:9]: [-238 -241 -238 -227 -222]
Recon[4:9]:    [-238 -241 -238 -227 -222]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 21 (GASS Hamilton Beats (5min)):
Original[4:9]: [-272 -273 -273 -277 -283]
Recon[4:9]:    [-272 -273 -273 -277 -283]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 22 (GASS Hamilton Beats (5min)):
Original[4:9]: [-223 -231 -234 -235 -231]
Recon[4:9]:    [-223 -231 -234 -235 -231]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 23 (GASS Hamilton Beats (5min)):
Original[4:9]: [-209 -210 -208 -210 -215]
Recon[4:9]:    [-209 -210 -208 -210 -215]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 24 (GASS Hamilton Beats (5min)):
Original[4:9]: [-201 -203 -206 -207 -209]
Recon[4:9]:    [-201 -203 -206 -207 -209]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 25 (GASS Hamilton Beats (5min)):
Original[4:9]: [-175 -178 -177 -181 -181]
Recon[4:9]:    [-175 -178 -177 -181 -181]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 26 (GASS Hamilton Beats (5min)):
Original[4:9]: [-175 -178 -177 -182 -183]
Recon[4:9]:    [-175 -178 -177 -182 -183]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 27 (GASS Hamilton Beats (5min)):
Original[4:9]: [-178 -179 -177 -176 -173]
Recon[4:9]:    [-178 -179 -177 -176 -173]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 28 (GASS Hamilton Beats (5min)):
Original[4:9]: [-174 -172 -172 -172 -171]
Recon[4:9]:    [-174 -172 -172 -172 -171]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 29 (GASS Hamilton Beats (5min)):
Original[4:9]: [-173 -173 -175 -174 -174]
Recon[4:9]:    [-173 -173 -175 -174 -174]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 30 (GASS Hamilton Beats (5min)):
Original[4:9]: [-171 -172 -172 -171 -172]
Recon[4:9]:    [-171 -172 -172 -171 -172]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 31 (GASS Hamilton Beats (5min)):
Original[4:9]: [-165 -168 -170 -175 -177]
Recon[4:9]:    [-165 -168 -170 -175 -177]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 32 (GASS Hamilton Beats (5min)):
Original[4:9]: [-186 -183 -186 -184 -185]
Recon[4:9]:    [-186 -183 -186 -184 -185]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 33 (GASS Hamilton Beats (5min)):
Original[4:9]: [-180 -180 -183 -183 -183]
Recon[4:9]:    [-180 -180 -183 -183 -183]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 34 (GASS Hamilton Beats (5min)):
Original[4:9]: [-171 -172 -173 -173 -175]
Recon[4:9]:    [-171 -172 -173 -173 -175]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 35 (GASS Hamilton Beats (5min)):
Original[4:9]: [-168 -164 -161 -164 -166]
Recon[4:9]:    [-168 -164 -161 -164 -166]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 36 (GASS Hamilton Beats (5min)):
Original[4:9]: [-174 -171 -169 -171 -166]
Recon[4:9]:    [-174 -171 -169 -171 -166]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 37 (GASS Hamilton Beats (5min)):
Original[4:9]: [-160 -161 -165 -165 -166]
Recon[4:9]:    [-160 -161 -165 -165 -166]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 38 (GASS Hamilton Beats (5min)):
Original[4:9]: [-178 -181 -178 -177 -178]
Recon[4:9]:    [-178 -181 -178 -177 -178]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 39 (GASS Hamilton Beats (5min)):
Original[4:9]: [-178 -180 -181 -182 -184]
Recon[4:9]:    [-178 -180 -181 -182 -184]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 40 (GASS Hamilton Beats (5min)):
Original[4:9]: [-186 -184 -187 -188 -187]
Recon[4:9]:    [-186 -184 -187 -188 -187]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 41 (GASS Hamilton Beats (5min)):
Original[4:9]: [-191 -194 -194 -191 -188]
Recon[4:9]:    [-191 -194 -194 -191 -188]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 42 (GASS Hamilton Beats (5min)):
Original[4:9]: [-204 -203 -205 -205 -201]
Recon[4:9]:    [-204 -203 -205 -205 -201]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 43 (GASS Hamilton Beats (5min)):
Original[4:9]: [-199 -200 -203 -200 -201]
Recon[4:9]:    [-199 -200 -203 -200 -201]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 44 (GASS Hamilton Beats (5min)):
Original[4:9]: [-251 -249 -244 -244 -242]
Recon[4:9]:    [-251 -249 -244 -244 -242]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 45 (GASS Hamilton Beats (5min)):
Original[4:9]: [-128 -127 -129 -129 -127]
Recon[4:9]:    [-128 -127 -129 -129 -127]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 46 (GASS Hamilton Beats (5min)):
Original[4:9]: [-118 -120 -122 -122 -122]
Recon[4:9]:    [-118 -120 -122 -122 -122]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 47 (GASS Hamilton Beats (5min)):
Original[4:9]: [-110 -110 -112 -115 -118]
Recon[4:9]:    [-110 -110 -112 -115 -118]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 48 (GASS Hamilton Beats (5min)):
Original[4:9]: [-146 -147 -146 -144 -142]
Recon[4:9]:    [-146 -147 -146 -144 -142]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 49 (GASS Hamilton Beats (5min)):
Original[4:9]: [-272 -270 -269 -271 -275]
Recon[4:9]:    [-272 -270 -269 -271 -275]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 50 (GASS Hamilton Beats (5min)):
Original[4:9]: [-239 -238 -234 -234 -239]
Recon[4:9]:    [-239 -238 -234 -234 -239]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 51 (GASS Hamilton Beats (5min)):
Original[4:9]: [-211 -211 -212 -215 -217]
Recon[4:9]:    [-211 -211 -212 -215 -217]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 52 (GASS Hamilton Beats (5min)):
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DEBUG Segment 53 (GASS Hamilton Beats (5min)):
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DEBUG Segment 54 (GASS Hamilton Beats (5min)):
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DEBUG Segment 55 (GASS Hamilton Beats (5min)):
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DEBUG Segment 56 (GASS Hamilton Beats (5min)):
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DEBUG Segment 57 (GASS Hamilton Beats (5min)):
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DEBUG Segment 58 (GASS Hamilton Beats (5min)):
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DEBUG Segment 59 (GASS Hamilton Beats (5min)):
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DEBUG Segment 60 (GASS Hamilton Beats (5min)):
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DEBUG Segment 61 (GASS Hamilton Beats (5min)):
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DEBUG Segment 62 (GASS Hamilton Beats (5min)):
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DEBUG Segment 63 (GASS Hamilton Beats (5min)):
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DEBUG Segment 64 (GASS Hamilton Beats (5min)):
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DEBUG Segment 65 (GASS Hamilton Beats (5min)):
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DEBUG Segment 66 (GASS Hamilton Beats (5min)):
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DEBUG Segment 67 (GASS Hamilton Beats (5min)):
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DEBUG Segment 68 (GASS Hamilton Beats (5min)):
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DEBUG Segment 69 (GASS Hamilton Beats (5min)):
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DEBUG Segment 70 (GASS Hamilton Beats (5min)):
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DEBUG Segment 71 (GASS Hamilton Beats (5min)):
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DEBUG Segment 72 (GASS Hamilton Beats (5min)):
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DEBUG Segment 73 (GASS Hamilton Beats (5min)):
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DEBUG Segment 74 (GASS Hamilton Beats (5min)):
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DEBUG Segment 75 (GASS Hamilton Beats (5min)):
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DEBUG Segment 76 (GASS Hamilton Beats (5min)):
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DEBUG Segment 77 (GASS Hamilton Beats (5min)):
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DEBUG Segment 78 (GASS Hamilton Beats (5min)):
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DEBUG Segment 79 (GASS Hamilton Beats (5min)):
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DEBUG Segment 80 (GASS Hamilton Beats (5min)):
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DEBUG Segment 81 (GASS Hamilton Beats (5min)):
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DEBUG Segment 82 (GASS Hamilton Beats (5min)):
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DEBUG Segment 83 (GASS Hamilton Beats (5min)):
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DEBUG Segment 84 (GASS Hamilton Beats (5min)):
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DEBUG Segment 85 (GASS Hamilton Beats (5min)):
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DEBUG Segment 86 (GASS Hamilton Beats (5min)):
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DEBUG Segment 87 (GASS Hamilton Beats (5min)):
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DEBUG Segment 88 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 89 (GASS Hamilton Beats (5min)):
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DEBUG Segment 90 (GASS Hamilton Beats (5min)):
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DEBUG Segment 91 (GASS Hamilton Beats (5min)):
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L2 calculation: 0.0

DEBUG Segment 92 (GASS Hamilton Beats (5min)):
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DEBUG Segment 93 (GASS Hamilton Beats (5min)):
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DEBUG Segment 94 (GASS Hamilton Beats (5min)):
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DEBUG Segment 95 (GASS Hamilton Beats (5min)):
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DEBUG Segment 96 (GASS Hamilton Beats (5min)):
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DEBUG Segment 97 (GASS Hamilton Beats (5min)):
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DEBUG Segment 98 (GASS Hamilton Beats (5min)):
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DEBUG Segment 99 (GASS Hamilton Beats (5min)):
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DEBUG Segment 100 (GASS Hamilton Beats (5min)):
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DEBUG Segment 101 (GASS Hamilton Beats (5min)):
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DEBUG Segment 102 (GASS Hamilton Beats (5min)):
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DEBUG Segment 103 (GASS Hamilton Beats (5min)):
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DEBUG Segment 104 (GASS Hamilton Beats (5min)):
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DEBUG Segment 105 (GASS Hamilton Beats (5min)):
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DEBUG Segment 106 (GASS Hamilton Beats (5min)):
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DEBUG Segment 107 (GASS Hamilton Beats (5min)):
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DEBUG Segment 108 (GASS Hamilton Beats (5min)):
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DEBUG Segment 109 (GASS Hamilton Beats (5min)):
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DEBUG Segment 110 (GASS Hamilton Beats (5min)):
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DEBUG Segment 111 (GASS Hamilton Beats (5min)):
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DEBUG Segment 112 (GASS Hamilton Beats (5min)):
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DEBUG Segment 113 (GASS Hamilton Beats (5min)):
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DEBUG Segment 114 (GASS Hamilton Beats (5min)):
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DEBUG Segment 115 (GASS Hamilton Beats (5min)):
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DEBUG Segment 116 (GASS Hamilton Beats (5min)):
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DEBUG Segment 117 (GASS Hamilton Beats (5min)):
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DEBUG Segment 118 (GASS Hamilton Beats (5min)):
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DEBUG Segment 119 (GASS Hamilton Beats (5min)):
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DEBUG Segment 120 (GASS Hamilton Beats (5min)):
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DEBUG Segment 121 (GASS Hamilton Beats (5min)):
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DEBUG Segment 122 (GASS Hamilton Beats (5min)):
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DEBUG Segment 123 (GASS Hamilton Beats (5min)):
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DEBUG Segment 124 (GASS Hamilton Beats (5min)):
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DEBUG Segment 125 (GASS Hamilton Beats (5min)):
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DEBUG Segment 126 (GASS Hamilton Beats (5min)):
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DEBUG Segment 127 (GASS Hamilton Beats (5min)):
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DEBUG Segment 128 (GASS Hamilton Beats (5min)):
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DEBUG Segment 129 (GASS Hamilton Beats (5min)):
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DEBUG Segment 130 (GASS Hamilton Beats (5min)):
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DEBUG Segment 131 (GASS Hamilton Beats (5min)):
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DEBUG Segment 132 (GASS Hamilton Beats (5min)):
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DEBUG Segment 133 (GASS Hamilton Beats (5min)):
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DEBUG Segment 134 (GASS Hamilton Beats (5min)):
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DEBUG Segment 135 (GASS Hamilton Beats (5min)):
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DEBUG Segment 136 (GASS Hamilton Beats (5min)):
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DEBUG Segment 137 (GASS Hamilton Beats (5min)):
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DEBUG Segment 138 (GASS Hamilton Beats (5min)):
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DEBUG Segment 139 (GASS Hamilton Beats (5min)):
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DEBUG Segment 140 (GASS Hamilton Beats (5min)):
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DEBUG Segment 141 (GASS Hamilton Beats (5min)):
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DEBUG Segment 142 (GASS Hamilton Beats (5min)):
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DEBUG Segment 143 (GASS Hamilton Beats (5min)):
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DEBUG Segment 144 (GASS Hamilton Beats (5min)):
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DEBUG Segment 145 (GASS Hamilton Beats (5min)):
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DEBUG Segment 146 (GASS Hamilton Beats (5min)):
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DEBUG Segment 147 (GASS Hamilton Beats (5min)):
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DEBUG Segment 148 (GASS Hamilton Beats (5min)):
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DEBUG Segment 149 (GASS Hamilton Beats (5min)):
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DEBUG Segment 150 (GASS Hamilton Beats (5min)):
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DEBUG Segment 151 (GASS Hamilton Beats (5min)):
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DEBUG Segment 152 (GASS Hamilton Beats (5min)):
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DEBUG Segment 153 (GASS Hamilton Beats (5min)):
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DEBUG Segment 154 (GASS Hamilton Beats (5min)):
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DEBUG Segment 155 (GASS Hamilton Beats (5min)):
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DEBUG Segment 156 (GASS Hamilton Beats (5min)):
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DEBUG Segment 157 (GASS Hamilton Beats (5min)):
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DEBUG Segment 158 (GASS Hamilton Beats (5min)):
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DEBUG Segment 159 (GASS Hamilton Beats (5min)):
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DEBUG Segment 160 (GASS Hamilton Beats (5min)):
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DEBUG Segment 161 (GASS Hamilton Beats (5min)):
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DEBUG Segment 162 (GASS Hamilton Beats (5min)):
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DEBUG Segment 163 (GASS Hamilton Beats (5min)):
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DEBUG Segment 164 (GASS Hamilton Beats (5min)):
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DEBUG Segment 165 (GASS Hamilton Beats (5min)):
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DEBUG Segment 166 (GASS Hamilton Beats (5min)):
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DEBUG Segment 167 (GASS Hamilton Beats (5min)):
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DEBUG Segment 168 (GASS Hamilton Beats (5min)):
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DEBUG Segment 169 (GASS Hamilton Beats (5min)):
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DEBUG Segment 170 (GASS Hamilton Beats (5min)):
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DEBUG Segment 171 (GASS Hamilton Beats (5min)):
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DEBUG Segment 172 (GASS Hamilton Beats (5min)):
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DEBUG Segment 173 (GASS Hamilton Beats (5min)):
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DEBUG Segment 174 (GASS Hamilton Beats (5min)):
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DEBUG Segment 175 (GASS Hamilton Beats (5min)):
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DEBUG Segment 176 (GASS Hamilton Beats (5min)):
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DEBUG Segment 177 (GASS Hamilton Beats (5min)):
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DEBUG Segment 178 (GASS Hamilton Beats (5min)):
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DEBUG Segment 179 (GASS Hamilton Beats (5min)):
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DEBUG Segment 180 (GASS Hamilton Beats (5min)):
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DEBUG Segment 181 (GASS Hamilton Beats (5min)):
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DEBUG Segment 182 (GASS Hamilton Beats (5min)):
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DEBUG Segment 183 (GASS Hamilton Beats (5min)):
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DEBUG Segment 184 (GASS Hamilton Beats (5min)):
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DEBUG Segment 185 (GASS Hamilton Beats (5min)):
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DEBUG Segment 186 (GASS Hamilton Beats (5min)):
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DEBUG Segment 187 (GASS Hamilton Beats (5min)):
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DEBUG Segment 188 (GASS Hamilton Beats (5min)):
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DEBUG Segment 189 (GASS Hamilton Beats (5min)):
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DEBUG Segment 190 (GASS Hamilton Beats (5min)):
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DEBUG Segment 191 (GASS Hamilton Beats (5min)):
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DEBUG Segment 192 (GASS Hamilton Beats (5min)):
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DEBUG Segment 193 (GASS Hamilton Beats (5min)):
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DEBUG Segment 194 (GASS Hamilton Beats (5min)):
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DEBUG Segment 195 (GASS Hamilton Beats (5min)):
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DEBUG Segment 196 (GASS Hamilton Beats (5min)):
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DEBUG Segment 197 (GASS Hamilton Beats (5min)):
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DEBUG Segment 198 (GASS Hamilton Beats (5min)):
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DEBUG Segment 199 (GASS Hamilton Beats (5min)):
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DEBUG Segment 200 (GASS Hamilton Beats (5min)):
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DEBUG Segment 201 (GASS Hamilton Beats (5min)):
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DEBUG Segment 202 (GASS Hamilton Beats (5min)):
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DEBUG Segment 203 (GASS Hamilton Beats (5min)):
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DEBUG Segment 204 (GASS Hamilton Beats (5min)):
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DEBUG Segment 205 (GASS Hamilton Beats (5min)):
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DEBUG Segment 206 (GASS Hamilton Beats (5min)):
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DEBUG Segment 207 (GASS Hamilton Beats (5min)):
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DEBUG Segment 208 (GASS Hamilton Beats (5min)):
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DEBUG Segment 209 (GASS Hamilton Beats (5min)):
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DEBUG Segment 210 (GASS Hamilton Beats (5min)):
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DEBUG Segment 211 (GASS Hamilton Beats (5min)):
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DEBUG Segment 212 (GASS Hamilton Beats (5min)):
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DEBUG Segment 213 (GASS Hamilton Beats (5min)):
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DEBUG Segment 214 (GASS Hamilton Beats (5min)):
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DEBUG Segment 215 (GASS Hamilton Beats (5min)):
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DEBUG Segment 216 (GASS Hamilton Beats (5min)):
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DEBUG Segment 217 (GASS Hamilton Beats (5min)):
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DEBUG Segment 218 (GASS Hamilton Beats (5min)):
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DEBUG Segment 219 (GASS Hamilton Beats (5min)):
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DEBUG Segment 220 (GASS Hamilton Beats (5min)):
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DEBUG Segment 221 (GASS Hamilton Beats (5min)):
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DEBUG Segment 222 (GASS Hamilton Beats (5min)):
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DEBUG Segment 223 (GASS Hamilton Beats (5min)):
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DEBUG Segment 224 (GASS Hamilton Beats (5min)):
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DEBUG Segment 225 (GASS Hamilton Beats (5min)):
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DEBUG Segment 226 (GASS Hamilton Beats (5min)):
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DEBUG Segment 227 (GASS Hamilton Beats (5min)):
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DEBUG Segment 228 (GASS Hamilton Beats (5min)):
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DEBUG Segment 229 (GASS Hamilton Beats (5min)):
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DEBUG Segment 230 (GASS Hamilton Beats (5min)):
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DEBUG Segment 231 (GASS Hamilton Beats (5min)):
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DEBUG Segment 232 (GASS Hamilton Beats (5min)):
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DEBUG Segment 233 (GASS Hamilton Beats (5min)):
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DEBUG Segment 234 (GASS Hamilton Beats (5min)):
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DEBUG Segment 235 (GASS Hamilton Beats (5min)):
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DEBUG Segment 236 (GASS Hamilton Beats (5min)):
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DEBUG Segment 237 (GASS Hamilton Beats (5min)):
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DEBUG Segment 238 (GASS Hamilton Beats (5min)):
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DEBUG Segment 239 (GASS Hamilton Beats (5min)):
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DEBUG Segment 240 (GASS Hamilton Beats (5min)):
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DEBUG Segment 241 (GASS Hamilton Beats (5min)):
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DEBUG Segment 242 (GASS Hamilton Beats (5min)):
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DEBUG Segment 243 (GASS Hamilton Beats (5min)):
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DEBUG Segment 244 (GASS Hamilton Beats (5min)):
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DEBUG Segment 245 (GASS Hamilton Beats (5min)):
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DEBUG Segment 246 (GASS Hamilton Beats (5min)):
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DEBUG Segment 247 (GASS Hamilton Beats (5min)):
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DEBUG Segment 248 (GASS Hamilton Beats (5min)):
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DEBUG Segment 249 (GASS Hamilton Beats (5min)):
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DEBUG Segment 250 (GASS Hamilton Beats (5min)):
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DEBUG Segment 251 (GASS Hamilton Beats (5min)):
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DEBUG Segment 252 (GASS Hamilton Beats (5min)):
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DEBUG Segment 253 (GASS Hamilton Beats (5min)):
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DEBUG Segment 254 (GASS Hamilton Beats (5min)):
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DEBUG Segment 255 (GASS Hamilton Beats (5min)):
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DEBUG Segment 256 (GASS Hamilton Beats (5min)):
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DEBUG Segment 257 (GASS Hamilton Beats (5min)):
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DEBUG Segment 258 (GASS Hamilton Beats (5min)):
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DEBUG Segment 259 (GASS Hamilton Beats (5min)):
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DEBUG Segment 260 (GASS Hamilton Beats (5min)):
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DEBUG Segment 261 (GASS Hamilton Beats (5min)):
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DEBUG Segment 262 (GASS Hamilton Beats (5min)):
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DEBUG Segment 263 (GASS Hamilton Beats (5min)):
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DEBUG Segment 264 (GASS Hamilton Beats (5min)):
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DEBUG Segment 265 (GASS Hamilton Beats (5min)):
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DEBUG Segment 266 (GASS Hamilton Beats (5min)):
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DEBUG Segment 267 (GASS Hamilton Beats (5min)):
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DEBUG Segment 268 (GASS Hamilton Beats (5min)):
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DEBUG Segment 269 (GASS Hamilton Beats (5min)):
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DEBUG Segment 270 (GASS Hamilton Beats (5min)):
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DEBUG Segment 271 (GASS Hamilton Beats (5min)):
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DEBUG Segment 272 (GASS Hamilton Beats (5min)):
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DEBUG Segment 273 (GASS Hamilton Beats (5min)):
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DEBUG Segment 274 (GASS Hamilton Beats (5min)):
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DEBUG Segment 275 (GASS Hamilton Beats (5min)):
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DEBUG Segment 276 (GASS Hamilton Beats (5min)):
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DEBUG Segment 277 (GASS Hamilton Beats (5min)):
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DEBUG Segment 278 (GASS Hamilton Beats (5min)):
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DEBUG Segment 279 (GASS Hamilton Beats (5min)):
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DEBUG Segment 280 (GASS Hamilton Beats (5min)):
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DEBUG Segment 281 (GASS Hamilton Beats (5min)):
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DEBUG Segment 282 (GASS Hamilton Beats (5min)):
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DEBUG Segment 283 (GASS Hamilton Beats (5min)):
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DEBUG Segment 284 (GASS Hamilton Beats (5min)):
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DEBUG Segment 285 (GASS Hamilton Beats (5min)):
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DEBUG Segment 286 (GASS Hamilton Beats (5min)):
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DEBUG Segment 287 (GASS Hamilton Beats (5min)):
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DEBUG Segment 288 (GASS Hamilton Beats (5min)):
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DEBUG Segment 289 (GASS Hamilton Beats (5min)):
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DEBUG Segment 290 (GASS Hamilton Beats (5min)):
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DEBUG Segment 291 (GASS Hamilton Beats (5min)):
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DEBUG Segment 292 (GASS Hamilton Beats (5min)):
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DEBUG Segment 293 (GASS Hamilton Beats (5min)):
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DEBUG Segment 294 (GASS Hamilton Beats (5min)):
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DEBUG Segment 295 (GASS Hamilton Beats (5min)):
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DEBUG Segment 296 (GASS Hamilton Beats (5min)):
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DEBUG Segment 297 (GASS Hamilton Beats (5min)):
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DEBUG Segment 298 (GASS Hamilton Beats (5min)):
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DEBUG Segment 299 (GASS Hamilton Beats (5min)):
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DEBUG Segment 300 (GASS Hamilton Beats (5min)):
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DEBUG Segment 301 (GASS Hamilton Beats (5min)):
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DEBUG Segment 302 (GASS Hamilton Beats (5min)):
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DEBUG Segment 303 (GASS Hamilton Beats (5min)):
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DEBUG Segment 304 (GASS Hamilton Beats (5min)):
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DEBUG Segment 305 (GASS Hamilton Beats (5min)):
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DEBUG Segment 306 (GASS Hamilton Beats (5min)):
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DEBUG Segment 307 (GASS Hamilton Beats (5min)):
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DEBUG Segment 308 (GASS Hamilton Beats (5min)):
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DEBUG Segment 309 (GASS Hamilton Beats (5min)):
Original[4:9]: [-155 -152 -156 -153 -150]
Recon[4:9]:    [-155 -152 -156 -153 -150]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 310 (GASS Hamilton Beats (5min)):
Original[4:9]: [-157 -157 -155 -155 -155]
Recon[4:9]:    [-157 -157 -155 -155 -155]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 311 (GASS Hamilton Beats (5min)):
Original[4:9]: [-152 -149 -152 -151 -155]
Recon[4:9]:    [-152 -149 -152 -151 -155]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 312 (GASS Hamilton Beats (5min)):
Original[4:9]: [-153 -150 -149 -146 -142]
Recon[4:9]:    [-153 -150 -149 -146 -142]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 313 (GASS Hamilton Beats (5min)):
Original[4:9]: [-148 -146 -142 -139 -140]
Recon[4:9]:    [-148 -146 -142 -139 -140]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 314 (GASS Hamilton Beats (5min)):
Original[4:9]: [-135 -135 -137 -139 -140]
Recon[4:9]:    [-135 -135 -137 -139 -140]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 315 (GASS Hamilton Beats (5min)):
Original[4:9]: [-118 -120 -118 -115 -118]
Recon[4:9]:    [-118 -120 -118 -115 -118]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 316 (GASS Hamilton Beats (5min)):
Original[4:9]: [-144 -146 -147 -148 -150]
Recon[4:9]:    [-144 -146 -147 -148 -150]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 317 (GASS Hamilton Beats (5min)):
Original[4:9]: [-155 -158 -161 -164 -171]
Recon[4:9]:    [-155 -158 -161 -164 -171]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 318 (GASS Hamilton Beats (5min)):
Original[4:9]: [-160 -159 -157 -156 -154]
Recon[4:9]:    [-160 -159 -157 -156 -154]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 319 (GASS Hamilton Beats (5min)):
Original[4:9]: [-161 -164 -167 -170 -174]
Recon[4:9]:    [-161 -164 -167 -170 -174]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 320 (GASS Hamilton Beats (5min)):
Original[4:9]: [-176 -178 -178 -177 -172]
Recon[4:9]:    [-176 -178 -178 -177 -172]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 321 (GASS Hamilton Beats (5min)):
Original[4:9]: [-184 -177 -175 -174 -176]
Recon[4:9]:    [-184 -177 -175 -174 -176]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 322 (GASS Hamilton Beats (5min)):
Original[4:9]: [-200 -199 -201 -198 -199]
Recon[4:9]:    [-200 -199 -201 -198 -199]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 323 (GASS Hamilton Beats (5min)):
Original[4:9]: [-191 -192 -192 -193 -194]
Recon[4:9]:    [-191 -192 -192 -193 -194]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 324 (GASS Hamilton Beats (5min)):
Original[4:9]: [-187 -187 -189 -188 -186]
Recon[4:9]:    [-187 -187 -189 -188 -186]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 325 (GASS Hamilton Beats (5min)):
Original[4:9]: [-181 -176 -176 -174 -178]
Recon[4:9]:    [-181 -176 -176 -174 -178]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 326 (GASS Hamilton Beats (5min)):
Original[4:9]: [-147 -147 -150 -151 -153]
Recon[4:9]:    [-147 -147 -150 -151 -153]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 327 (GASS Hamilton Beats (5min)):
Original[4:9]: [-162 -165 -165 -162 -162]
Recon[4:9]:    [-162 -165 -165 -162 -162]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 328 (GASS Hamilton Beats (5min)):
Original[4:9]: [-162 -159 -160 -161 -163]
Recon[4:9]:    [-162 -159 -160 -161 -163]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 329 (GASS Hamilton Beats (5min)):
Original[4:9]: [-165 -162 -162 -169 -177]
Recon[4:9]:    [-165 -162 -162 -169 -177]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 330 (GASS Hamilton Beats (5min)):
Original[4:9]: [-166 -170 -169 -170 -167]
Recon[4:9]:    [-166 -170 -169 -170 -167]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 331 (GASS Hamilton Beats (5min)):
Original[4:9]: [-157 -167 -182 -196 -199]
Recon[4:9]:    [-157 -167 -182 -196 -199]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 332 (GASS Hamilton Beats (5min)):
Original[4:9]: [-155 -150 -145 -140 -139]
Recon[4:9]:    [-155 -150 -145 -140 -139]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 333 (GASS Hamilton Beats (5min)):
Original[4:9]: [-200 -205 -205 -204 -197]
Recon[4:9]:    [-200 -205 -205 -204 -197]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 334 (GASS Hamilton Beats (5min)):
Original[4:9]: [-171 -166 -164 -160 -162]
Recon[4:9]:    [-171 -166 -164 -160 -162]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 335 (GASS Hamilton Beats (5min)):
Original[4:9]: [-155 -158 -154 -158 -157]
Recon[4:9]:    [-155 -158 -154 -158 -157]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 336 (GASS Hamilton Beats (5min)):
Original[4:9]: [-131 -125 -123 -126 -131]
Recon[4:9]:    [-131 -125 -123 -126 -131]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 337 (GASS Hamilton Beats (5min)):
Original[4:9]: [-107 -108 -108 -107 -112]
Recon[4:9]:    [-107 -108 -108 -107 -112]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 338 (GASS Hamilton Beats (5min)):
Original[4:9]: [-124 -128 -136 -137 -135]
Recon[4:9]:    [-124 -128 -136 -137 -135]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 339 (GASS Hamilton Beats (5min)):
Original[4:9]: [-148 -137 -132 -134 -144]
Recon[4:9]:    [-148 -137 -132 -134 -144]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 340 (GASS Hamilton Beats (5min)):
Original[4:9]: [-138 -137 -133 -131 -139]
Recon[4:9]:    [-138 -137 -133 -131 -139]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 341 (GASS Hamilton Beats (5min)):
Original[4:9]: [-144 -145 -145 -148 -144]
Recon[4:9]:    [-144 -145 -145 -148 -144]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 342 (GASS Hamilton Beats (5min)):
Original[4:9]: [-137 -136 -134 -140 -139]
Recon[4:9]:    [-137 -136 -134 -140 -139]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 343 (GASS Hamilton Beats (5min)):
Original[4:9]: [-133 -133 -133 -128 -129]
Recon[4:9]:    [-133 -133 -133 -128 -129]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 344 (GASS Hamilton Beats (5min)):
Original[4:9]: [-150 -150 -146 -148 -147]
Recon[4:9]:    [-150 -150 -146 -148 -147]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 345 (GASS Hamilton Beats (5min)):
Original[4:9]: [-165 -165 -165 -167 -170]
Recon[4:9]:    [-165 -165 -165 -167 -170]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 346 (GASS Hamilton Beats (5min)):
Original[4:9]: [-152 -160 -156 -153 -153]
Recon[4:9]:    [-152 -160 -156 -153 -153]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 347 (GASS Hamilton Beats (5min)):
Original[4:9]: [-175 -171 -168 -170 -172]
Recon[4:9]:    [-175 -171 -168 -170 -172]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 348 (GASS Hamilton Beats (5min)):
Original[4:9]: [-163 -162 -160 -161 -165]
Recon[4:9]:    [-163 -162 -160 -161 -165]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 349 (GASS Hamilton Beats (5min)):
Original[4:9]: [-166 -167 -168 -171 -172]
Recon[4:9]:    [-166 -167 -168 -171 -172]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 350 (GASS Hamilton Beats (5min)):
Original[4:9]: [-160 -159 -158 -158 -156]
Recon[4:9]:    [-160 -159 -158 -158 -156]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 351 (GASS Hamilton Beats (5min)):
Original[4:9]: [-171 -174 -176 -170 -167]
Recon[4:9]:    [-171 -174 -176 -170 -167]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 352 (GASS Hamilton Beats (5min)):
Original[4:9]: [-134 -138 -143 -147 -150]
Recon[4:9]:    [-134 -138 -143 -147 -150]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 353 (GASS Hamilton Beats (5min)):
Original[4:9]: [-141 -136 -139 -140 -143]
Recon[4:9]:    [-141 -136 -139 -140 -143]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 354 (GASS Hamilton Beats (5min)):
Original[4:9]: [-152 -158 -157 -158 -161]
Recon[4:9]:    [-152 -158 -157 -158 -161]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 355 (GASS Hamilton Beats (5min)):
Original[4:9]: [-149 -149 -152 -153 -153]
Recon[4:9]:    [-149 -149 -152 -153 -153]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 356 (GASS Hamilton Beats (5min)):
Original[4:9]: [-147 -145 -143 -147 -148]
Recon[4:9]:    [-147 -145 -143 -147 -148]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 357 (GASS Hamilton Beats (5min)):
Original[4:9]: [-141 -138 -139 -138 -136]
Recon[4:9]:    [-141 -138 -139 -138 -136]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 358 (GASS Hamilton Beats (5min)):
Original[4:9]: [-134 -136 -143 -148 -150]
Recon[4:9]:    [-134 -136 -143 -148 -150]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0

DEBUG Segment 359 (GASS Hamilton Beats (5min)):
Original[4:9]: [-146 -148 -147 -146 -141]
Recon[4:9]:    [-146 -148 -147 -146 -141]
Raw difference: [0 0 0 0 0]
Error stats: min=0, max=0, mean=0.0
L2 calculation: 0.0
---- GASS Hamilton Beats (5min) ----
Mean L2 norm=0.00000, mean L1 norm=0.00000
------------------------
    Added GASS results for Hamilton Beats: CR Rice=1.832, CR Huff=2.036, mean L2=27.27227

Total results collected: 150
DataFrame shape: (150, 15)
DataFrame columns: ['Record', 'Predictor', 'Precision', 'Segmentation', 'Order', 'Mu', 'cr_rice_full', 'cr_huff_full', 'bit_rate_rice_full', 'bit_rate_huff_full', 'entropy', 'total_residuals', 'mean_l2_norm', 'mean_l1_norm', 'Rho']

First few rows:
  Record Predictor Precision Segmentation  Order            Mu  cr_rice_full  \
0    100       LMS   Integer    Block 512      4  1.000000e-06      1.759433   
1    100      NLMS   Integer    Block 512      4  1.000000e-02      1.625987   
2    100      GASS   Integer    Block 512      4  1.000000e-07      2.171856   
3    100       LMS   Integer   Block 1024      4  1.000000e-06      1.868883   
4    100      NLMS   Integer   Block 1024      4  1.000000e-02      1.786208   

   cr_huff_full  bit_rate_rice_full  bit_rate_huff_full   entropy  \
0      1.960226            6.252015            5.611598  5.541514   
1      1.823743            6.765123            6.031552  5.952863   
2      2.434270            5.064793            4.518808  4.444388   
3      2.108503            5.885868            5.216972  5.132203   
4      2.020114            6.158296            5.445237  5.353625   

   total_residuals  mean_l2_norm  mean_l1_norm       Rho  
0           107188     25.343650     13.435524       NaN  
1           107188     30.195412     18.470258       NaN  
2           107188     14.433694      5.945600  0.000001  
3           108120     21.684358     10.209499       NaN  
4           108120     25.277730     12.384110       NaN  

CSV file saved successfully

Predictor Ranking¶

Ranks LMS, NLMS, and GASS by mean L2 norm (lower = better), with per-record results, overall summary, #1 counts, and segmentation comparison.

In [25]:
import pandas as pd
import numpy as np

df_results = pd.read_csv('../results/lms_nlms_gass_results_5min_eval.csv')

print("\n" + "="*80)
print("PREDICTOR RANKINGS BY MEAN L2 NORM")
print("="*80)

records = df_results['Record'].unique()
segmentations = df_results['Segmentation'].unique()

for seg in segmentations:
   print(f"\n--- {seg} ---")
   
   ranking_data = []
   for record in records:
       record_data = df_results[(df_results['Record'] == record) & 
                                (df_results['Segmentation'] == seg)]
       
       if not record_data.empty:
           record_rankings = record_data[['Predictor', 'mean_l2_norm']].copy()
           record_rankings = record_rankings.dropna(subset=['mean_l2_norm'])
           
           if not record_rankings.empty:
               record_rankings = record_rankings.sort_values('mean_l2_norm')
               
               ranking_row = {'Record': record}
               for rank, (_, row) in enumerate(record_rankings.iterrows(), 1):
                   ranking_row[f'Rank {rank}'] = f"{row['Predictor']} ({row['mean_l2_norm']:.3f})"
               
               ranking_data.append(ranking_row)
   
   if ranking_data:
       df_ranking = pd.DataFrame(ranking_data)
       df_ranking = df_ranking.set_index('Record')
       print(df_ranking)

print("\n" + "="*80)
print("OVERALL PREDICTOR PERFORMANCE SUMMARY")
print("="*80)

summary_data = []
for predictor in df_results['Predictor'].unique():
   predictor_data = df_results[df_results['Predictor'] == predictor]
   
   summary_row = {
       'Predictor': predictor,
       'Avg Mean L2': predictor_data['mean_l2_norm'].mean(),
       'Std Mean L2': predictor_data['mean_l2_norm'].std(),
       'Min Mean L2': predictor_data['mean_l2_norm'].min(),
       'Max Mean L2': predictor_data['mean_l2_norm'].max(),
       'Count': predictor_data['mean_l2_norm'].count()
   }
   summary_data.append(summary_row)

df_summary = pd.DataFrame(summary_data)
df_summary = df_summary.sort_values('Avg Mean L2')
df_summary = df_summary.set_index('Predictor')
print(df_summary.round(3))

print("\n" + "="*80)
print("BEST PREDICTOR COUNT BY SEGMENTATION")
print("="*80)

best_count = {}
for seg in segmentations:
   for record in records:
       record_data = df_results[(df_results['Record'] == record) & 
                                (df_results['Segmentation'] == seg)]
       
       if not record_data.empty:
           record_data = record_data.dropna(subset=['mean_l2_norm'])
           if not record_data.empty:
               best_predictor = record_data.loc[record_data['mean_l2_norm'].idxmin(), 'Predictor']
               key = f"{seg} - {best_predictor}"
               best_count[key] = best_count.get(key, 0) + 1

best_count_sorted = sorted(best_count.items(), key=lambda x: x[1], reverse=True)
df_best_count = pd.DataFrame(best_count_sorted, columns=['Segmentation - Predictor', 'Times Ranked #1'])
print(df_best_count)

print("\n" + "="*80)
print("PREDICTOR COMPARISON BY SEGMENTATION TYPE")
print("="*80)

pivot_data = df_results.pivot_table(
   values='mean_l2_norm',
   index='Segmentation',
   columns='Predictor',
   aggfunc='mean'
)
print(pivot_data.round(3))

================================================================================
PREDICTOR RANKINGS BY MEAN L2 NORM
================================================================================

--- Block 512 ---
               Rank 1        Rank 2         Rank 3
Record                                            
100     GASS (14.434)  LMS (25.344)  NLMS (30.195)
101     GASS (16.316)  LMS (26.204)  NLMS (32.084)
102     GASS (12.778)  LMS (20.916)  NLMS (23.761)
104     GASS (15.912)  LMS (25.797)  NLMS (29.597)
105     GASS (13.062)  LMS (24.431)  NLMS (29.635)
106     GASS (14.995)  LMS (27.488)  NLMS (32.184)
108     GASS (10.230)  LMS (18.887)  NLMS (19.901)
109     GASS (14.334)  LMS (25.809)  NLMS (36.442)
111     GASS (10.843)  LMS (20.366)  NLMS (21.510)
118     GASS (23.711)  LMS (30.874)  NLMS (67.009)

--- Block 1024 ---
               Rank 1        Rank 2         Rank 3
Record                                            
100     GASS (11.188)  LMS (21.684)  NLMS (25.278)
101     GASS (13.391)  LMS (22.506)  NLMS (27.259)
102     GASS (10.922)  LMS (17.436)  NLMS (19.116)
104     GASS (14.063)  LMS (22.377)  NLMS (24.424)
105     GASS (10.085)  LMS (20.617)  NLMS (23.824)
106     GASS (13.065)  LMS (23.193)  NLMS (27.484)
108      GASS (8.188)  LMS (15.137)  NLMS (15.621)
109     GASS (10.795)  LMS (21.602)  NLMS (28.863)
111      GASS (8.572)  LMS (16.828)  NLMS (16.928)
118     GASS (19.040)  LMS (25.869)  NLMS (51.535)

--- Block 2048 ---
               Rank 1         Rank 2         Rank 3
Record                                             
100      GASS (9.098)   LMS (18.325)  NLMS (21.741)
101     GASS (11.441)   LMS (19.082)  NLMS (23.339)
102      GASS (9.773)   LMS (14.998)  NLMS (15.671)
104     GASS (13.068)   LMS (19.598)  NLMS (20.753)
105      GASS (8.326)   LMS (17.305)  NLMS (19.386)
106     GASS (11.477)   LMS (19.345)  NLMS (22.602)
108      GASS (6.932)   LMS (12.644)  NLMS (12.761)
109      GASS (8.444)   LMS (17.782)  NLMS (22.929)
111      GASS (7.063)  NLMS (13.262)   LMS (14.320)
118     GASS (15.522)   LMS (20.964)  NLMS (39.243)

--- Elgendi Beats ---
               Rank 1        Rank 2         Rank 3
Record                                            
100     GASS (17.541)  LMS (29.619)  NLMS (33.965)
101     GASS (19.367)  LMS (29.992)  NLMS (37.169)
102     GASS (14.130)  LMS (25.220)  NLMS (26.847)
104     GASS (17.729)  LMS (30.552)  NLMS (31.348)
105     GASS (15.770)  LMS (29.874)  NLMS (32.606)
106     GASS (16.566)  LMS (31.613)  NLMS (36.202)
108     GASS (11.467)  LMS (21.303)  NLMS (21.746)
109     GASS (15.500)  LMS (31.980)  NLMS (34.211)
111     GASS (12.830)  LMS (24.144)  NLMS (25.198)
118     GASS (27.305)  LMS (35.329)  NLMS (73.078)

--- Hamilton Beats ---
               Rank 1        Rank 2         Rank 3
Record                                            
100     GASS (17.543)  LMS (29.618)  NLMS (33.969)
101     GASS (19.301)  LMS (29.944)  NLMS (36.748)
102     GASS (14.285)  LMS (25.202)  NLMS (27.139)
104     GASS (17.289)  LMS (30.246)  NLMS (30.456)
105     GASS (15.748)  LMS (29.863)  NLMS (32.552)
106     GASS (16.159)  LMS (31.246)  NLMS (34.974)
108     GASS (11.906)  LMS (21.615)  NLMS (22.832)
109     GASS (15.464)  LMS (31.947)  NLMS (33.957)
111     GASS (12.805)  LMS (24.145)  NLMS (25.145)
118     GASS (27.272)  LMS (35.287)  NLMS (72.955)

================================================================================
OVERALL PREDICTOR PERFORMANCE SUMMARY
================================================================================
           Avg Mean L2  Std Mean L2  Min Mean L2  Max Mean L2  Count
Predictor                                                           
GASS            14.061        4.468        6.932       27.305     50
LMS             24.129        5.738       12.644       35.329     50
NLMS            29.949       12.864       12.761       73.078     50

================================================================================
BEST PREDICTOR COUNT BY SEGMENTATION
================================================================================
  Segmentation - Predictor  Times Ranked #1
0         Block 512 - GASS               10
1        Block 1024 - GASS               10
2        Block 2048 - GASS               10
3     Elgendi Beats - GASS               10
4    Hamilton Beats - GASS               10

================================================================================
PREDICTOR COMPARISON BY SEGMENTATION TYPE
================================================================================
Predictor         GASS     LMS    NLMS
Segmentation                          
Block 1024      11.931  20.725  26.033
Block 2048      10.114  17.436  21.169
Block 512       14.661  24.611  32.232
Elgendi Beats   16.820  28.963  35.237
Hamilton Beats  16.777  28.911  35.073

Adaptive Filtering Results Analysis¶

This code analyzes the comprehensive adaptive filtering compression results across all records, predictors, and segmentation methods. It identifies the best compression approach for each record, compares Rice-Golomb vs Huffman encoding performance, ranks methods by average compression ratio, and provides insights into which adaptive filtering technique achieves optimal compression performance.

In [26]:
import pandas as pd
import numpy as np

df = pd.read_csv('../results/lms_nlms_gass_results_5min_eval.csv', index_col=0)

df.columns = [col.strip() for col in df.columns]

cr_columns = [c for c in df.columns if 'cr_rice_full' in c or 'cr_huff_full' in c]

results = []

for idx, row in df.iterrows():
    cr_rice = row.get('cr_rice_full', np.nan)
    cr_huff = row.get('cr_huff_full', np.nan)
    
    if pd.notna(cr_rice) and pd.notna(cr_huff):
        if cr_rice > cr_huff:
            best_cr = cr_rice
            method = "Rice"
            bit_rate = row.get('bit_rate_rice_full', np.nan)
            entropy = row.get('entropy', np.nan)
        else:
            best_cr = cr_huff
            method = "Huffman"
            bit_rate = row.get('bit_rate_huff_full', np.nan)
            entropy = row.get('entropy', np.nan)
    elif pd.notna(cr_rice):
        best_cr = cr_rice
        method = "Rice"
        bit_rate = row.get('bit_rate_rice_full', np.nan)
        entropy = row.get('entropy', np.nan)
    elif pd.notna(cr_huff):
        best_cr = cr_huff
        method = "Huffman"
        bit_rate = row.get('bit_rate_huff_full', np.nan)
        entropy = row.get('entropy', np.nan)
    else:
        continue
    
    predictor = row.get('Predictor', 'Unknown')
    precision = row.get('Precision', 'Unknown')
    segmentation = row.get('Segmentation', 'Unknown')
    
    results.append({
        'Record': row.get('Record', idx),
        'Best CR': best_cr,
        'Segmentation': segmentation,
        'Method': method,
        'Predictor': predictor,
        'Precision': precision,
        'Bit Rate': bit_rate,
        'Entropy': entropy,
        'Full Method': f"{predictor} {segmentation}",
    })

df_best = pd.DataFrame(results)

print("Best Compression Results for Each Record:")
print("=" * 80)
print(df_best.round(3))

print("\n" + "=" * 80)
print("SUMMARY STATISTICS:")
print(f"Average Best Compression Ratio: {df_best['Best CR'].mean():.3f}")
print(f"Best Overall Compression Ratio: {df_best['Best CR'].max():.3f}")
print(f"Worst Compression Ratio: {df_best['Best CR'].min():.3f}")

precision_counts = df_best['Precision'].value_counts()
print(f"\nPrecision Preference:")
for precision, count in precision_counts.items():
    print(f"  {precision}: {count} records")

print(f"\n" + "=" * 80)
print("ALL METHODS RANKED BY AVERAGE COMPRESSION RATIO:")
method_avgs = {}
for _, row in df.iterrows():
    method_key = f"{row['Predictor']} {row['Segmentation']}"
    cr_rice = row.get('cr_rice_full', np.nan)
    cr_huff = row.get('cr_huff_full', np.nan)
    
    if pd.notna(cr_rice) and pd.notna(cr_huff):
        avg_cr = (cr_rice + cr_huff) / 2
    elif pd.notna(cr_rice):
        avg_cr = cr_rice
    elif pd.notna(cr_huff):
        avg_cr = cr_huff
    else:
        continue
    
    if method_key not in method_avgs:
        method_avgs[method_key] = []
    method_avgs[method_key].append(avg_cr)

method_overall_avgs = {method: np.mean(crs) for method, crs in method_avgs.items()}
sorted_methods = sorted(method_overall_avgs.items(), key=lambda x: x[1], reverse=True)

for method, avg_cr in sorted_methods:
    print(f"  {method}: {avg_cr:.3f}")

print(f"\n" + "=" * 80)
print("Records with best compression by method:")
for method in df_best['Full Method'].unique():
    records = df_best[df_best['Full Method'] == method]['Record'].tolist()
    avg_cr = df_best[df_best['Full Method'] == method]['Best CR'].mean()
    print(f"  {method}: Records {records} (Avg CR: {avg_cr:.3f})")

print(f"\n" + "=" * 80)
print("TOP 10 BEST COMPRESSION METHODS (AVERAGE):")
for method, avg_cr in sorted_methods[:10]:
    print(f"  {method}: {avg_cr:.3f}")

Best Compression Results for Each Record:
================================================================================
     Record  Best CR    Segmentation   Method Predictor Precision  Bit Rate  \
0       100    1.960       Block 512  Huffman       LMS   Integer     5.612   
1       100    1.824       Block 512  Huffman      NLMS   Integer     6.032   
2       100    2.434       Block 512  Huffman      GASS   Integer     4.519   
3       100    2.109      Block 1024  Huffman       LMS   Integer     5.217   
4       100    2.020      Block 1024  Huffman      NLMS   Integer     5.445   
..      ...      ...             ...      ...       ...       ...       ...   
145     118    1.449   Elgendi Beats  Huffman      NLMS   Integer     7.591   
146     118    2.035   Elgendi Beats  Huffman      GASS   Integer     5.406   
147     118    1.830  Hamilton Beats  Huffman       LMS   Integer     6.011   
148     118    1.450  Hamilton Beats  Huffman      NLMS   Integer     7.589   
149     118    2.036  Hamilton Beats  Huffman      GASS   Integer     5.402   

     Entropy          Full Method  
0      5.542        LMS Block 512  
1      5.953       NLMS Block 512  
2      4.444       GASS Block 512  
3      5.132       LMS Block 1024  
4      5.354      NLMS Block 1024  
..       ...                  ...  
145    7.499   NLMS Elgendi Beats  
146    5.330   GASS Elgendi Beats  
147    5.924   LMS Hamilton Beats  
148    7.498  NLMS Hamilton Beats  
149    5.326  GASS Hamilton Beats  

[150 rows x 9 columns]

================================================================================
SUMMARY STATISTICS:
Average Best Compression Ratio: 1.991
Best Overall Compression Ratio: 2.602
Worst Compression Ratio: 1.449

Precision Preference:
  Integer: 150 records

================================================================================
ALL METHODS RANKED BY AVERAGE COMPRESSION RATIO:
  GASS Block 2048: 2.365
  GASS Block 1024: 2.295
  GASS Block 512: 2.191
  GASS Hamilton Beats: 2.069
  GASS Elgendi Beats: 2.067
  LMS Block 2048: 2.029
  NLMS Block 2048: 1.975
  LMS Block 1024: 1.928
  NLMS Block 1024: 1.837
  LMS Block 512: 1.815
  LMS Hamilton Beats: 1.692
  NLMS Block 512: 1.691
  LMS Elgendi Beats: 1.691
  NLMS Hamilton Beats: 1.624
  NLMS Elgendi Beats: 1.623

================================================================================
Records with best compression by method:
  LMS Block 512: Records [100, 101, 102, 104, 105, 106, 108, 109, 111, 118] (Avg CR: 1.871)
  NLMS Block 512: Records [100, 101, 102, 104, 105, 106, 108, 109, 111, 118] (Avg CR: 1.746)
  GASS Block 512: Records [100, 101, 102, 104, 105, 106, 108, 109, 111, 118] (Avg CR: 2.260)
  LMS Block 1024: Records [100, 101, 102, 104, 105, 106, 108, 109, 111, 118] (Avg CR: 1.994)
  NLMS Block 1024: Records [100, 101, 102, 104, 105, 106, 108, 109, 111, 118] (Avg CR: 1.901)
  GASS Block 1024: Records [100, 101, 102, 104, 105, 106, 108, 109, 111, 118] (Avg CR: 2.355)
  LMS Block 2048: Records [100, 101, 102, 104, 105, 106, 108, 109, 111, 118] (Avg CR: 2.100)
  NLMS Block 2048: Records [100, 101, 102, 104, 105, 106, 108, 109, 111, 118] (Avg CR: 2.053)
  GASS Block 2048: Records [100, 101, 102, 104, 105, 106, 108, 109, 111, 118] (Avg CR: 2.422)
  LMS Elgendi Beats: Records [100, 101, 102, 104, 105, 106, 108, 109, 111, 118] (Avg CR: 1.749)
  NLMS Elgendi Beats: Records [100, 101, 102, 104, 105, 106, 108, 109, 111, 118] (Avg CR: 1.686)
  GASS Elgendi Beats: Records [100, 101, 102, 104, 105, 106, 108, 109, 111, 118] (Avg CR: 2.142)
  LMS Hamilton Beats: Records [100, 101, 102, 104, 105, 106, 108, 109, 111, 118] (Avg CR: 1.750)
  NLMS Hamilton Beats: Records [100, 101, 102, 104, 105, 106, 108, 109, 111, 118] (Avg CR: 1.687)
  GASS Hamilton Beats: Records [100, 101, 102, 104, 105, 106, 108, 109, 111, 118] (Avg CR: 2.144)

================================================================================
TOP 10 BEST COMPRESSION METHODS (AVERAGE):
  GASS Block 2048: 2.365
  GASS Block 1024: 2.295
  GASS Block 512: 2.191
  GASS Hamilton Beats: 2.069
  GASS Elgendi Beats: 2.067
  LMS Block 2048: 2.029
  NLMS Block 2048: 1.975
  LMS Block 1024: 1.928
  NLMS Block 1024: 1.837
  LMS Block 512: 1.815